Title | A Bilevel Reinforcement Learning Framework with Language Prior Knowledge |
Authors | Xue Yan (Institute of Automation, CAS)*; Yan Song (University College London, University of London); Xinyu Cui (Institute of Automation, CAS); Filippos Christianos (Huawei Noah’s Ark Lab); Haifeng Zhang (Institute of Automation, CAS); Jun Wang (University College London, University of London); David Mguni (Queen Mary University, London) |
Title | A CNN-based Local-Global Self-Attention via Averaged Window Embeddings for Hierarchical ECG Analysis |
Authors | Arthur Buzelin (UFMG)*; Pedro Robles Dutenhefner (UFMG); Turi Rezende (UFMG); Luisa Porfirio (UFMG); Pedro Bento (UFMG); Yan Aquino (UFMG); Jose Fernandes (UFMG); Caio Santana (UFMG); Gabriela Miana (UFMG); Gisele Pappa (UFMG); Antonio Ribeiro (UFMG); Wagner Meira Jr. (UFMG) |
Title | A Complementarity-Enhanced Mixture of Human-AI Teams for Decision-Making |
Authors | Hefei Liang (Northwestern Polytechnical University)*; Jiaqi Liu (Northwestern Polytechnical University); Bin Guo (Northwestern Polytechnical University); Zhiwen Yu (Northwestern Polytechnical University) |
Title | A Dual-Channel Heterogeneous Hypergraph Convolutional Network for Dual-target Cross-domain Recommendation |
Authors | moyu zhang (Soochow University); zhe yang (Soochow University)* |
Title | A QUBO Framework for Team Formation |
Authors | Karan Vombatkere (Boston University)*; Evimaria Terzi (Boston University); Theodoros Lappas (Satalia) |
Title | A Scalable Model for Frequency Distribution of Low Occurrence Multi-words Towards Handling Very Large Spectrum of Text Corpora Sizes |
Authors | Joaquim Silva (NOVA LINCS, Faculdade de Ciencias e Tecnologia, Universidade Nova de Lisboa)*; Jose Cunha (NOVA LINCS) |
Title | A True-to-the-model Benchmark for Edge-level Attributions of GNN Explainers |
Authors | Francesco Paolo Nerini (Sapienza University of Rome)*; Francesco Bonchi (CENTAI Institute); André Panisson (CENTAI Institute) |
Title | A Unified View of Abstract Visual Reasoning Problems |
Authors | Miko_aj Ma_ki_ski (Warsaw University of Technology)*; Jacek Ma_dziuk (Warsaw University of Technology) |
Title | AB-STE: Adaptive Blended Gradient Estimation for Efficient Binarized Networks |
Authors | Siddharth Gupta (Ruhr University Bochum)*; Akash Kumar (Ruhr University Bochum) |
Title | Achieving Flexible Local Differential Privacy in Federated Learning via Influence Functions |
Authors | Alycia Carey (University of Arkansas)*; Xintao Wu (University of Arkansas) |
Title | Active Preference Optimization for Sample Efficient RLHF |
Authors | Nirjhar Das (Indian Institute of Science Bangalore)*; Souradip Chakraborty (University of Maryland, College Park); Aldo Pacchiano (Boston University); Sayak Ray Chowdhury (Indian Institute of Technology Kanpur) |
Title | Adaptive Multi-Space Defense Framework Against Adversarial Attacks |
Authors | Xiaohui Yu (Shenzhen University)*; Qiao Yan (Shenzhen University) |
Title | Adaptive Options for Decision Trees in Evolving Data Stream Classification |
Authors | Daniel Nowak-Assis (Pontifícia Universidade Católica do Paraná)*; Jean Paul Barddal (Pontifícia Universidade Católica do Paraná ); Fabrício Enembreck (Pontifícia Universidade Católica do Paraná ) |
Title | Advanced Strategic Improvement with Decision Interactions |
Authors | Wenjing Yang ( College of Computer Science and Technology, National University of Defense Technology); Xinpeng Lv (College of Computer Science and Technology, National University of Defense Technology)*; Yunxin Mao ( College of Computer Science and Technology, National University of Defense Technology); Liyang Xu ( College of Computer Science and Technology, National University of Defense Technology); Ruochun Jin ( College of Computer Science and Technology, National University of Defense Technology); Huan Chen ( College of Computer Science and Technology, National University of Defense Technology); Jing Ren (College of Computer Science and Technology, National University of Defense Technology); Jinxuan Yang (Computer Science and Technology, Harbin Engineering University); Yuanlong Chen ( Software school, Harbin Institute of Technology); Haotian Wang ( College of Computer Science and Technology, National University of Defense Technology) |
Title | Advancing Multi-Step Mathematical Reasoning in Large Language Models through Multi-Layered Self-Reflection with Auto-Prompting |
Authors | André de Souza Loureiro (University of Sao Paulo); Jorge Valverde-Rebaza (Tecnologico de Monterrey)*; Julieta Noguez (Tecnologico de Monterrey); David Escarcega (Tecnologico de Monterrey); Ricardo Marcacini (University of Sao Paulo) |
Title | AdvKT: An Adversarial Multi-Step Training Framework for Knowledge Tracing |
Authors | Lingyue Fu (Shanghai Jiao Tong University)*; Ting Long (Jilin University); Jianghao Lin (Shanghai Jiao Tong University); Wei Xia (www.imxwell.com); Xinyi Dai (Huawei Noah's Ark Lab); Ruiming Tang (Huawei Noah's Ark Lab); Yasheng Wang (Huawei Noah's Ark Lab); Weinan Zhang (Shanghai Jiao Tong University); Yong Yu (Shanghai Jiao Tong University) |
Title | Aggressive Exploration in Offline Reinforcement Learning for Better Recommendations |
Authors | Kexin Shi (HKUST)*; Wenjia Wang (HKUST(GZ)); Bingyi Jing (SUSTech) |
Title | Alternate Geometric and Semantic Denoising Diffusion for Protein Inverse Folding |
Authors | Chenglin Wang (East China Normal University)*; Yucheng Zhou (University of Macau); Zhe Wang (East China Normal University); Zijie Zhai (East China Normal University); Jianbing Shen (University of Macau); Kai Zhang (East China Normal University) |
Title | AMST: Alternating Multimodal Skip Training |
Authors | Hugo Silva (Chalmers University of Technology)*; Hongguang Chen (Chalmers University of Technology); Selpi Selpi (Chalmers University of Technology) |
Title | An $(\epsilon,\delta)$-accurate level set estimation with a stopping criterion |
Authors | Hideaki Ishibashi (Kyushu Institute of Technology)*; Kota Matsui (Nagoya University / RIKEN AIP); Kentaro Kutsukake (Nagoya University); Hideitsu Hino (The Institute of Statistical Mathematics/ RIKEN AIP) |
Title | An Empirical Evaluation of Foundation Models for Multivariate Time Series Classification |
Authors | Pinar Sungu Isiacik (University College Dublin)*; Thach Le Nguyen (University College Dublin); Timilehin Aderinola (University College Dublin); Georgiana Ifrim (University College Dublin) |
Title | Analyzing and Correcting Biased Machine Learning-Based Tuning of Weight Shrinkage in Forecast Combination |
Authors | Veronika Wachslander (Catholic University of Eichstaett-Ingolstadt)* |
Title | Backdoor Attacks on Graph Classification via Data Augmentation and Dynamic Poisoning |
Authors | Yadong Wang (Beijing Institute of Technology)*; Zhiwei Zhang (Beijing Institute of Technology); Pengpeng Qiao (Institute of Science Tokyo); Ye Yuan (Beijing Institute of Technology); Guoren Wang (Beijing Institute of Technology) |
Title | Balanced and Token-Efficient Summarization of User Reviews via Stratified Sampling and Large Language Models |
Authors | Fabrizio Marozzo (Universita' della Calabria)*; Loris Belcastro (University of Calabria); Cristian Cosentino (University of Calabria); Pietro Liò (University of Cambridge) |
Title | Bandit Max-Min Fair Allocation |
Authors | Tsubasa Harada (Institute of Science Tokyo)*; Shinji Ito (The University of Tokyo); Hanna Sumita (Institute of Science Tokyo) |
Title | BatMan-CLR: Making Few-shots Meta-Learners Resilient Against Label Noise |
Authors | Jeroen Galjaard (Delft University of Technology)*; Robert Birke (University of Turin); Juan Perez (Universidad de los Andes); Lydia Chen (Delft University of Technology) |
Title | Bayesian Active Learning For Censored Regression |
Authors | Frederik Hüttel (Technical University of Denmark (DTU)); Christoffer Riis (Technical University of Denmark (DTU)); Filipe Rodrigues (Technical University of Denmark (DTU))*; Francisco Pereira (Technical University of Denmark (DTU)) |
Title | Better Features, Better Calibration: A Simple Fix for Overconfident Networks |
Authors | Soumya Suvra Ghosal (University of Maryland, College Park)*; Ramya Hebbalaguppe (Indian Institute of Technology Delhi); Dinesh Manocha (University of Maryland, College Park) |
Title | Beyond General Edge Utilization: Edge Attention Mean Teacher for Semi-Supervised Medical Image Segmentation |
Authors | Kaiwei Sun (Key Laboratory of Data Engineering and Visual Computing, Chongqing University of Posts and Telecommunications); LuHan Wang (Key Laboratory of Data Engineering and Visual Computing, Chongqing University of Posts and Telecommunications)*; Jin Wang (Key Laboratory of Data Engineering and Visual Computing, Chongqing University of Posts and Telecommunications) |
Title | Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation |
Authors | Clive Tinashe Marimo (IBM Germany); Benedikt Blumenstiel (IBM Research Europe)*; Maximilian Nitsche (IBM Germany); Johannes Jakubik (IBM Research Europe); Thomas Brunschwiler (IBM Research Europe) |
Title | Bias vs Bias - Dawn of Justice: A Fair Fight in Recommendation Systems |
Authors | Tahsin Alamgir Kheya (Deakin University)*; Mohamed Reda Bouadjenek (Deakin University); Sunil Aryal (Deakin University) |
Title | Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network |
Authors | Fan Liu (The Hong Kong University of Science and Technology (Guangzhou))*; Siqi Lai (The Hong Kong University of Science and Technology (Guangzhou)); Yansong Ning (The Hong Kong University of Science and Technology (Guangzhou)); Hao Liu (The Hong Kong University of Science and Technology (Guangzhou)) |
Title | BotTrans: A Multi-Source Graph Domain Adaptation Approach for Social Bot Detection |
Authors | Boshen Shi (Institute of Computing Technology, Chinese Academy of Sciences)*; Yongqing Wang (ICT,CAS); Fangda Guo (ICT,CAS); Jiangli Shao (Meituan); Huawei Shen (ICT,CAS); Xueqi Cheng (ICT,CAS) |
Title | Bounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors |
Authors | Satoru Koda (Fujitsu Limited)*; Ikuya Morikawa (Fujitsu Limited) |
Title | Breaking Free: Decoupling Forced Systems with Laplace Neural Networks |
Authors | Bernd Zimmering (Helmut Schmidt University)*; Cecília Coelho (Helmut Schmidt University); Vaibhav Gupta (Helmut Schmidt University); Maria Maleshkova (Helmut Schmidt University); Oliver Niggemann (Helmut Schmidt University) |
Title | Bridging Logic and Learning: Decoding Temporal Logic Embeddings via Transformers |
Authors | Sara Candussio (University of Trieste)*; Gaia Saveri (University of Trieste); Gabriele Sarti (University of Groningen); Luca Bortolussi (University of Trieste) |
Title | Bridging Neural Networks and Dynamic Time Warping for Adaptive Time Series Classification |
Authors | Jintao Qu (University of Southern California)*; Zichong Wang (Florida International University); Chenhao Wu ( University of Southern California); Wenbin Zhang ( Florida International University); Dongmei Li (Beijing Forestry University) |
Title | C3DE: Causal-Aware Collaborative Neural Controlled Differential Equation for Long-Term Urban Crowd Flow Prediction |
Authors | Yuting Liu (Nanjing University of Aeronautics and Astronautics); Qiang Zhou ( Nanjing University of Aeronautics and Astronautics)*; Hanzhe Li ( Nanjing University of Aeronautics and Astronautics); Chenqi Gong (Chongqing University); Jingjing Gu (Nanjing University of Aeronautics and Astronautics) |
Title | ChitroJera: A Regionally Relevant Visual Question Answering Dataset for Bangla |
Authors | Deeparghya Dutta Barua (Penta Global Limited); Md Sakib Ul Rahman Sourove (Penta Global Limited); Md Fahim (CCDS Lab, IUB)*; Fabiha Haider (Penta Global Limited); Fariha Tanjim Shifat (Penta Global Limited); Md Tasmim Rahman Adib (Penta Global Limited); Anam Borhan Uddin (Penta Global Limited); Md Farhan Ishmam (Kahlert School of Computing, University of Utah); Md Farhad Alam Bhuiyan (Penta Global Limited) |
Title | ChordPrompt: Orchestrating Cross-Modal Prompt Synergy for Multi-Domain Incremental Learning in CLIP |
Authors | Zhiyuan Wang (Tsinghua University)*; Bokui Chen (Tsinghua University) |
Title | Collaborative Value Function Estimation Under Model Mismatch: A Federated Temporal Difference Analysis |
Authors | Ali Beikmohammadi (Stockholm University)*; Sarit Khirirat ( King Abdullah University of Science and Technology); Peter Richtárik (King Abdullah University of Science and Technology); Sindri Magnússon (Stockholm University) |
Title | Community-Aware Graph Transformer: Preserving Community Semantics for Effective Global Aggregation |
Authors | Yutai Duan (Nankai University)*; jie liu ( liu); jianhua wu (Nankai University); jialin liu (Nankai University) |
Title | Conformalized Exceptional Model Mining: Telling Where Your Model Performs (Not) Well |
Authors | Xin Du (Great Bay University)*; Sikun Yang (Great Bay University); Wouter Duivesteijn (Eindhoven University of Technology); Mykola Pechenizkiy (Eindhoven University of Technology) |
Title | Constrained Optimization to Improve Critical Rare Classes Performance Within the Top-ranking Part |
Authors | Yuxin Ying (Institute of Artificial Intelligence, Beihang University)*; Fuzhen Zhuang (Institute of Artificial Intelligence, Beihang University); Ziyi Liu (Ant Group); Dingyuan Zhu (Ant Group); Daixin Wang (Ant Group); Xiaobo Qin (Ant Group) |
Title | Continual Visual Reinforcement Learning with A Life-Long World Model |
Authors | Minting Pan (Shanghai Jiao Tong University); Wendong Zhang (Shanghai Jiao Tong University); Geng Chen (Shanghai Jiao Tong University); Xiangming Zhu (Shanghai Jiao Tong University); Siyu Gao (Shanghai Jiao Tong University); Yunbo Wang (Shanghai Jiao Tong University)*; Xiaokang Yang (Shanghai Jiao Tong University) |
Title | Counterfactual Multi-player Bandits for Explainable Recommendation Diversification |
Authors | Yansen Zhang (City University of Hong Kong)*; Bowei He (City University of Hong Kong); Xiaokun Zhang (City University of Hong Kong ); Haolun Wu (McGill University, Mila); Zexu Sun (Renmin University of China); Chen Ma (City University of Hong Kong ) |
Title | Counterfactual Robustness: a framework to analyze the robustness of Causal Generative Models across interventions |
Authors | Manal Benhamza (MICS Laboratory)*; Marianne Clausel (University of Lorraine); Myriam Tami (University of Paris-Saclay) |
Title | Cross-Domain Conditional Diffusion Models for Time Series Imputation |
Authors | Kexin Zhang (Northwestern University)*; Baoyu Jing (University of Illinois Urbana-Champaign); Selcuk Candan (Arizona State University); Dawei Zhou (Virginia Tech); Qingsong Wen (Squirrel Ai Learning); Han Liu (Northwestern University); Kaize Ding (Northwestern University) |
Title | Cross-Modal Causal Scheduling for Enhancing Target-Oriented Multi-Modal Sentiment Classification |
Authors | Pengyu Zhao (Harbin Institute of Technology (Shenzhen)); Chaoyang Li (Pengcheng Laboratory); Lingzhi Wang (Harbin Institute of Technology (Shenzhen)); Qing Liao (Harbin Institute of Technology (Shenzhen))* |
Title | CULC-Net: A Recipe for Tailored Creative Selection in Online Advertising |
Authors | baosheng zhang (Tsinghua University)*; liufang sang (JD.com); Haoran Wang (JD.com); Wei Wang (JD.com); Wenlong Chen (JD.com); Changping Peng (JD.com); Zhangang Lin (JD.com); Jingping Shao (JD.com); Jie He (JD.com); Haoqian Wang (Tsinghua University); Yuchen Guo (Tsinghua University) |
Title | De Novo Molecular Design Enabled by Direct Preference Optimization and Curriculum Learning |
Authors | Jun Yu Hou (Nanjing University)* |
Title | Decentralizing Multi-Agent Reinforcement Learning with Temporal Causal Information |
Authors | Jan Corazza ( TU Dortmund University)*; Hadi Partovi Aria (Arizona State University); Hyohun Kim (Arizona State University); Daniel Neider (TU Dortmund University); Zhe Xu (Arizona State University) |
Title | DeepCore: Simple Fingerprint Construction for Differentiating Homologous and Piracy Models |
Authors | Haifeng Sun (University of Science and Technology of China)*; Lan Zhang (University of Science and Technology of China); Xiang-Yang Li (University of Science and Technology of China) |
Title | Designing Search Space for Unbounded Bayesian Optimization via Transfer Learning |
Authors | Anh Nguyen Hoang Quoc (FPT Software); HUNG TRAN (Hanoi university of Science and Technology)*; Sunil Gupta (Deakin university); Dung Le Duy (Vin university) |
Title | Differentially Private Sparse Linear Regression with Heavy-tailed Responses |
Authors | Xizhi Tian (Utrecht University); Meng Ding (University at Buffalo); Youming Tao (TU Berlin); Zihang Xiang (KAUST); Di Wang (KAUST)* |
Title | Diffusion Classifier Guidance for Non-robust Classifiers |
Authors | Philipp Vaeth (Technical University of Applied Sciences Würzburg-Schweinfurt)*; Dibyanshu Kumar (Technical University of Applied Sciences Würzburg-Schweinfurt); Benjamin Paassen (University Bielefeld); Magda Gregorova (Technical University of Applied Sciences Würzburg-Schweinfurt ) |
Title | Diffusion Model with Selective Attention for Temporal Knowledge Graph Reasoning |
Authors | Rushan Geng (University of Chinese Academy of Sciences)*; Ge Chen (University of Chinese Academy of Sciences); Cuicui Luo (University of Chinese Academy of Sciences) |
Title | DiNgHy: Null Models for Non-Degenerate Directed Hypergraphs |
Authors | Maryam Abuissa (Brown University)*; Matteo Riondato (Amherst College); Eli Upfal (Brown Unversity) |
Title | DispaRisk: Assessing Fairness Through Usable Information |
Authors | Jonathan Vasquez (Universidad de Valparaiso)*; Carlotta Domeniconi (George Mason University); Huzefa Rangwala (George Mason University) |
Title | Distribution Matching for Graph Quantification under Structural Covariate Shift |
Authors | Clemens Damke (LMU Munich)*; Eyke Hüllermeier (LMU Munich) |
Title | DPS: Diverse Prototype Selection for Adaptive In-Context Learning |
Authors | Xuanbo Fan (Peking University)*; Kaiyuan Li (Tsinghua University ); Hao Sun (Peking University); Boci Peng (Peking University); Zhenrong Cheng (Peking University); Yan Zhang (Peking University) |
Title | DRNCS: Dual-Level Route Generation Model Based on Node Contraction and Shortcuts |
Authors | Zhuoran Li (Shanghai Jiao Tong University); Yucen Gao (Shanghai Jiao Tong University); Yu Yin (Didi Global Inc.); Xinle Li (Didi Global Inc.); Hui Gao (Didi Global Inc.); Xiaofeng Gao (Shanghai Jiao Tong University)*; Guihai Chen (Shanghai Jiao Tong University) |
Title | ECD: Efficient Contrastive Decoding with Probabilistic Hallucination Detection |
Authors | Laura Fieback (Volkswagen AG)*; Nishilkumar Balar (Frauenhofer IMTE); Jakob Spiegelberg (Volkswagen AG); Hanno Gottschalk (TU Berlin) |
Title | EDN: A Novel Edge-Dependent Noise Model for Graph Data |
Authors | Pintu Kumar (Indian Institute of Technology Bombay)*; Nandyala Hemachandra (IIT Bombay) |
Title | Efficient and Generalized end-to-end Autonomous Driving System with Latent Deep Reinforcement Learning and Demonstrations |
Authors | Zuojin Tang (Zhejiang University)*; Xiaoyu Chen (Tsinghua University); Yongqiang Li (Mogo Auto Intelligence and Telematics Information Technology Co., Ltd); Jianyu Chen (Tsinghua University) |
Title | Efficient Approximate Temporal Triangle Counting in Streaming with Predictions |
Authors | Giorgio Venturin (University of Padova); Ilie Sarpe (KTH Royal Institute of Technology); Fabio Vandin (University of Padova)* |
Title | Efficient Bayesian Updates for Deep Active Learning via Laplace Approximations |
Authors | Denis Huseljic (University of Kassel)*; Marek Herde (University of Kassel); Lukas Rauch (University of Kassel); Paul Hahn (University of Kassel); Zhixin Huang (University of Kassel); Daniel Kottke (University of Kassel); Stephan Vogt (University of Kassel); Bernhard Sick (University of Kassel) |
Title | EM-SEC: Efficient Multi-head Set-valued Evidential Classification |
Authors | Grigor Bezirganyan (Aix-Marseille University, CNRS, LIS)*; Sana Sellami (Aix-Marseille University, CNRS, LIS); Laure Berti-Équille (IRD, ESPACE-DEV); Sébastien Fournier (Aix-Marseille University, CNRS, LIS) |
Title | Enabling ControlNet to follow Localized Descriptions using Cross-Attention Control |
Authors | Denis Lukovnikov (Ruhr University Bochum)*; Asja Fischer (Ruhr University Bochum) |
Title | Enhancing Graph Transformers with SNNs and Mutual Information |
Authors | Ziyu Wang (University of Tokyo)* |
Title | Enriching Category Representations with LLMs Towards Robust Zero-Shot OOD Detection |
Authors | Dian Chao (Student)*; Yuxuan Zhang (______); Luping Zhou (University of Sydney); Yang Yang (______) |
Title | ETT-CKGE: Efficient Task-driven Tokens for Continual Knowledge Graph Embedding |
Authors | Lijing Zhu (Bowling Green State University); Qizhen Lan (University of Alabama at Birmingham); Qing Tian (University of Alabama at Birmingham); Wenbo Sun (University of Michigan at Ann Arbor); Li Yang (University of North Carolina at Charlotte); Lu Xia (Michigan State University); Yixin (Chloe) Xie (Kennesaw State University); Xiao Xi (University of Alabama at Birmingham); Tiehang Duan (Mayo Clinic); Cui Tao (Mayo Clinic); Shuteng Niu (Mayo Clinic)* |
Title | Evidential Spectrum-Aware Contrastive Learning for OOD Detection in Dynamic Graphs |
Authors | Nan Sun (Institute of Information Engineering_Chinese Academy of Sciences)*; Xixun Lin (Institute of Information Engineering_Chinese Academy of Sciences); Zhiheng Zhou (Academy of Mathematics and Systems Science, Chinese Academy of Sciences); Yanmin Shang (Institute of Information Engineering_Chinese Academy of Sciences); Zhenlin Cheng (Beijing Wuzi University); Yanan Cao (Institute of Information Engineering_Chinese Academy of Sciences) |
Title | FACEGroup: Feasible and Actionable Counterfactual Explanations for Group Fairness |
Authors | Christos Fragkathoulas (University of Ioannina;Athena Research Center)*; Vasiliki Papanikou (University of Ioannina;Athena Research Center); Evaggelia Pitoura (University of Ioannina;Athena Research Center); Evimaria Terzi (Boston University;Athena Research Center) |
Title | Fair and Privacy-preserving Synthetic Data Generation via Clustering-based Variational Autoencoder and Adversarially Debiased Wasserstein Generative Adversarial Networks with Gradient Penalty |
Authors | Malek Adouani (UVSQ, Paris-Saclay)*; Zaineb Chelly Dagdia (UVSQ, Paris-Saclay) |
Title | Fair Associative Co-Clustering |
Authors | Federico Peiretti (University of Turin); Ruggero Pensa (University of Turin)* |
Title | Fairness-Aware Graph Representation Learning with Limited Demographic Information |
Authors | Zichong Wang (Florida International University); Zhipeng Yin (Florida International University); Liping Yang (University of New Mexico); Jun Zhuang (Boise State University); Rui Yu (University of Louisville); Qingzhao Kong (Xiamen University); Wenbin Zhang (Florida International University)* |
Title | Faithful Explanations for Graph Classification using Logic |
Authors | Alessio Ragno (Sapienza University of Rome, INSA Lyon)*; Marc Plantevit (EPITA Lyon); Celine Robardet (INSA Lyon) |
Title | Fast Proximal Gradient Methods with Node Pruning for Tree-Structured Sparse Regularization |
Authors | Yasutoshi Ida (NTT)*; Sekitoshi Kanai (NTT); Atsutoshi Kumagai (NTT); Tomoharu Iwata (NTT); Yasuhiro Fujiwara (NTT) |
Title | FedCluLearn: Federated Continual Learning using Stream Micro-Cluster Indexing Scheme |
Authors | Milena Angelova (Blekinge Institute of Technology)*; Veselka Boeva (Blekinge Institute of Technology); Shahrooz Abghari (Blekinge Institute of Technology); Selim Ickin (Ericsson AB); Xiaoyu Lan (Ericsson AB) |
Title | Federated Time Series Generation on Feature and Temporally Misaligned Data |
Authors | Zhi Wen Soi (University of Bern); Chenrui Fan (University of Bern); Aditya Shankar (TU Delft); Abel Malan (University of Neuchatel); Lydia Chen (University of Neuchatel)* |
Title | FedRNL: Federated Rationalization with Soft Parameter Sharing |
Authors | Lingxiao Kong (Huazhong University of Science and Technology)*; Jiahui Jiang (Huazhong University of Science and Technology); Haozhao Wang (Huazhong University of Science and Technology); Lei Wu (Huazhong University of Science and Technology); Ruixuan Li (Huazhong University of Science and Technology) |
Title | Few-Shot Graph Out-of-Distribution Detection with LLMs |
Authors | Haoyan Xu (Univeristy of Southern California)*; Zhengtao Yao (University of Southern California); Yushun Dong (Florida State University); Ziyi Wang (University of Maryland, College Park); Ryan Rossi (Adobe Research); Mengyuan Li (University of Southern California); Yue Zhao (University of Southern California) |
Title | FinCPRG: A Bidirectional Generation Pipeline for Hierarchical Queries and Rich Relevance in Financial Chinese Passage Retrieval |
Authors | Xuan Xu (BUPT); Beilin Chu (Beijing University of Posts and Telecommunications); Qinhong Lin (Beijing University of Posts and Telecommunications); Yixiao Zhong (Beijing University of Posts and Telecommunications); Fufang Wen (Beijing Value Simplex Technology Co. Ltd); Jiaqi Liu ( Beijing Value Simplex Technology Co. Ltd); Binjie Fei (Beijing Value Simplex Technology Co. Ltd); Yu Li (Beijing Value Simplex Technology Co. Ltd); Zhongliang Yang (Beijing University of Posts and Telecommunications)*; Linna Zhou (Beijing University of Posts and Telecommunications) |
Title | Fine-grained Representation Learning and Multi-view Collaborative Augmentation for Recommendation |
Authors | Huiting Li (South China Normal University)*; Wenjun Ma (South China Normal University); Weishan Cai (Guangdong University of Education); Yuncheng Jiang (South China Normal University) |
Title | Fine-tune Smarter, Not Harder: Parameter-Efficient Fine-Tuning for Geospatial Foundation Models |
Authors | Francesc Marti Escofet (IBM Research Europe); Benedikt Blumenstiel (IBM Research Europe)*; Linus Scheibenreif (University of St. Gallen); Paolo Fraccaro (IBM Research Europe); Konrad Schindler (ETH Zurich) |
Title | G-GLformer: Transformer with GRU Embedding and Global-Local Attention for Multivariate Time Series Forecasting |
Authors | Wenjun Yu (Shanghai University of International Business and Economics)*; Jiyanglin Li (Guizhou Key Laboratory of Big Data Statistical Analysis; Guizhou University of Finance and Economics); Wentao Gao (University of South Australia); Niangxi Zhuang (Guangzhou Nanfang College); Wen Li (Shanghai University of International Business and Economics); Shouguo Du (Shanghai Municipal Big Data Center) |
Title | Gathering and Exploiting Higher-Order Information when Training Large Structured Models |
Authors | Pierre Wolinski (Paris Dauphine University - PSL)* |
Title | GBRF: A novel framework for encoding user-preferences in imbalanced data distributions via genetic optimization |
Authors | Miguel Carvalho (IEETA)*; Susana Brás (IEETA); Armando Pinho (IEETA) |
Title | Generalization of Compositional Tasks with Logical Specification via Implicit Planning |
Authors | Duo Xu (Georgia Institute of Technology)*; Faramarz Fekri (Georgia Institute of Technology) |
Title | GLADMamba: Unsupervised Graph-Level Anomaly Detection Powered by Selective State Space Model |
Authors | Yali Fu (Jilin University)*; Jindong Li (The Hong Kong University of Science and Technology (Guangzhou)); Qi Wang (Jilin University); Qianli Xing (Jilin University) |
Title | Going Offline: An Evaluation of the Offline Phase in Stream Clustering |
Authors | Philipp Jahn (LMU Munich)*; Walid Durani (LMU Munich); Collin Leiber (Aalto University); Anna Beer (University of Vienna); Thomas Seidl (LMU Munich) |
Title | Gradient Boosting versus Mixed Integer Programming for Sparse Additive Modeling |
Authors | Fan Yang (Monash University)*; Pierre Le Bodic (Monash University); Mario Boley (University of Haifa) |
Title | Gradient Similarity Surgery in Multi-Task Deep Learning |
Authors | Thomas Borsani (Free University of Bozen-Bolzano)*; Andrea Rosani (Free University of Bozen-Bolzano); Giuseppe Nicosia (University of Catania); Giuseppe Di Fatta (Free University of Bozen-Bolzano) |
Title | Graph Neural Network leveraging Higher-order Class Label Connectivity for Heterophilous Graphs |
Authors | Takuto Takahashi (Osaka University); Itsuki Nakayama (Osaka University); Takahiro Mitani (Osaka University); Ryosuke Kikuchi (Osaka University); Yuya Sasaki (Osaka University); Makoto Onizuka (Osaka University)* |
Title | GraphJCL: A Dual-Perspective Graph-Based Framework for Urban Region Representation via Joint Contrastive Learning |
Authors | Yaya Zhao (Center for Applied Statistics, School of Statistics, Renmin University of China)*; Kaiqi Zhao (The University of Auckland); Zixuan Tang (Center for Applied Statistics, Renmin University of China); Xiaoling Lu (Center for Applied Statistics, Renmin University of China); Yuanyuan Zhang (Beijing Baixingkefu Network Technology Co., Ltd.); Yalei Du ( Beijing Baixingkefu Network Technology Co., Ltd.) |
Title | GraphWeave : Interpretable and Robust Graph Generation via Random Walk Trajectories |
Authors | Rahul Nandakumar (The University of Texas at Austin)*; Deepayan Chakrabarti (The University of Texas at Austin) |
Title | Grouped Discrete Representation for Object-Centric Learning |
Authors | Rongzhen Zhao (Aalto University)*; Vivienne Wang (Aalto University); Juho Kannala (Aalto University); Joni Pajarinen (Aalto University) |
Title | Gx2Mol: De Novo Generation of Hit-like Molecules from Gene Expression Profiles |
Authors | Chen Li (Osaka University)*; Yoshihiro Yamanishi (Nagoya University) |
Title | HAGAN: Homophily-Aware Generative Adversarial Network for Graph Anomaly Detection |
Authors | Wenkai Wang (Xiamen University); Fan Gao (Xiamen University); Meihong Wang (Xiamen University)* |
Title | Hashing for Fast Pattern Set Selection |
Authors | Maiju Karjalainen (University of Eastern Finland)*; Pauli Miettinen (University of Eastern Finland) |
Title | HCT: A Hierarchical Contrastive Learning Framework for Transferable Graph Anomaly Detection |
Authors | Jiawei Ye (Fudan University); Hongyi Li (Fudan University)*; Qinlin Xie (Fudan University); Sicheng Liang (Fudan University); Yu Liu (Fudan University); Jie Wu (Fudan University) |
Title | HDCS: Hierarchy Discovery and Critic Shaping for Reinforcement Learning with Automaton Specification |
Authors | Duo Xu (Georgia Institute of Technology)*; Faramarz Fekri (Georgia Institute of Technology) |
Title | Hierarchical Information-Guided Spatio-Temporal Mamba for Stock Time Series Forecasting |
Authors | Wenbo Yan (Peking University)*; Shurui Wang (Peking University); Ying Tan (Peking University) |
Title | Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations |
Authors | Yibin Liu (Zhejiang University)*; Ang Li (Zhejiang University); Shijian Li (Zhejiang University) |
Title | How CNNs and ViTs perceive similarities between categories |
Authors | Katarzyna Filus ( Institute of Theoretical and Applied Informatics Polish Academy of Sciences )*; Joanna Doma_ska (Institute of Theoretical and Applied Informatics Polish Academy of Sciences) |
Title | How to RETIRE Tabular Data in Favor of Discrete Digital Signal Representation |
Authors | Pawe_ Zyblewski (Wroc_aw University of Science and Technology)*; Szymon Wojciechowski (Wroc_aw University of Science and Technology) |
Title | How Useful Is Graph Pooling for Node-Level Tasks? |
Authors | YIJUN DUAN (Kyoto Institute of Technology)*; Xin Liu (AIST, Japan); Steven Lynden (AIST, Japan); Akiyoshi Matono (AIST, Japan); Qiang Ma (Kyoto Institute of Technology, Japan) |
Title | Hybrid Cross-domain Robust Reinforcement Learning |
Authors | Linh Le Pham Van (Applied Artificial Intelligence Institute - Deakin University)*; Minh Hoang Nguyen (Applied Artificial Intelligence Institute - Deakin University); Hung Le (Applied Artificial Intelligence Institute - Deakin University); Hung Tran (Hanoi University of Science and Technology); Sunil Gupta (Applied Artificial Intelligence Institute - Deakin University) |
Title | I Forgot About You: Exploring Multi-Label Unlearning (MLU) for Responsible Facial Recognition Systems |
Authors | PROMMY SULTANA HOSSAIN (George Mason University)*; Emanuela Marasco (George Mason University); Jessica Lin (George Mason University); Michael King (Florida Institute of Technology) |
Title | I-GLIDE: Input Groups for Latent health Indicators in Degradation Estimation |
Authors | Lucas Thil (Ecole Polytechnique)*; Jesse Read (Ecole Polytechnique); Rim Kaddah (IRT SystemX); Guillaume Doquet (Safran Tech) |
Title | Identifiable Autoregressive Variational Autoencoders for Nonlinear and Nonstationary Spatio-Temporal Blind Source Separation |
Authors | Mika Sipilä (University of Jyväskylä)*; Klaus Nordhausen (University of Helsinki); Sara Taskinen (University of Jyväskylä) |
Title | Improving Discriminator Guidance in Diffusion Model |
Authors | Alexandre Verine (LAMSADE - Université Paris-Dauphine - PSL)*; Ahmed Mehdi Inane (MILA ); Florian Le Bronnec (Université Paris Dauphine - PSL); Benjamin Negrevergne (Université Paris Dauphine - PSL); Yann Chevaleyre (Université Paris Dauphine - PSL) |
Title | Improving Novel Anomaly Detection with Domain-Invariant Latent Representations |
Authors | Padmaksha Roy (Virginia Tech, ECE)*; Ming Jin (Virginia tech); himanshu singhal (Virginia tech); Tyler Cody (Virginia tech); Kevin Choi (deloitte) |
Title | Improving Temporal Knowledge Graph Reasoning with Hierarchical Semantic-Aware Contrastive Learning |
Authors | Renning Pang (University of Electronic Science and Technology of China)*; Yao Liu (University of Electronic Science and Technology of China ); Yanglei Gan (University of Electronic Science and Technology of China ); Tingting Dai (University of Electronic Science and Technology of China); Yashen Wang (Artificial Intelligence Institute of CETC); Xiaojun Shi (Artificial Intelligence Institute of CETC ); Tian Lan (University of Electronic Science and Technology of China); Qiao Liu (University of Electronic Science and Technology of China ) |
Title | Inconsistent Reasoning Attacks to Identify Weaknesses in Automatic Scientific Claim Verification Tools |
Authors | Md Athikul Islam (Boise State University)*; Noel Ellison (Boise State University); Bishal Lakha (Boise State University); Edoardo Serra (Boise State University ) |
Title | InfoClus: Informative Clustering of High-dimensional Data Embeddings |
Authors | Fuyin Lai (Ghent University)*; Edith Heiter (Ghent University); Guillaume Bied (Ghent University); Jefrey Lijffijt (Ghent University) |
Title | IntentBreaker: Intent-Adaptive Jailbreak Attack on Large Language Models |
Authors | Shengnan Guo (Wuhan University)*; Yuchen Zhai (Wuhan University); Shenyi Zhang (Wuhan University); Lingchen Zhao ( Wuhan University); Zhangyi Wang (Wuhan University) |
Title | Interpretable Hybrid-Rule Temporal Point Processes |
Authors | Yunyang Cao (Tongji University); Juekai Lin (Tongji University); Hongye Wang (Tongji University); Wenhao Li ( Tongji University); Bo Jin (Tongji University)* |
Title | Interpretable Instance-Based Learning through Pairwise Distance Trees |
Authors | Andrea Fedele (University of Pisa)*; Alessio Cascione (University of Pisa); Riccardo Guidotti (University of Pisa); Cristiano Landi (University of Pisa) |
Title | JKDM: A Joint Structural and Semantic Diffusion-Generated Knowledge Completion Model |
Authors | Wendong Zhang (Xinjiang University); Haoqi Chen (Xinjiang University); Song Yu ( Central South University)* |
Title | KANITE: Kolmogorov–Arnold Networks for ITE estimation |
Authors | Eshan Mehendale (Sony Research,India); Abhinav Thorat (Sony Research, India)*; Ravi Kolla (Sony Research,India); Niranjan Pedanekar (Sony Research,India) |
Title | Late Fusion Multiple Kernel Clustering Refined via Optimal Linear Graph Filtering |
Authors | Henghui Jiang (Shanxi University); Yiqing Guo (Shanxi University); Yan Chen (Taiyuan University of Technology); Liang Du (Shanxi University)* |
Title | Lattice Climber: Adversarial attacks for randomized mixtures of classifiers |
Authors | Lucas Gnecco Heredia (Université Paris Dauphine - PSL)*; Benjamin Negrevergne (Université Paris Dauphine - PSL); Yann Chevaleyre ( Université Paris Dauphine - PSL) |
Title | Learnable Diffusion for Wavelets in Scattering Networks: Towards both Interpretability and Performance in Graph Representation Learning |
Authors | Toan Tran (Hanoi University of Science and Technology)*; HungSon Nguyen (Mathematics, Informatics and Applied Mathematics, University of Warsaw) |
Title | Learning from Stochastic Teacher Representations using Student-Guided Knowledge Distillation |
Authors | Muhammad Haseeb Aslam (Ecole de Technologie Superieure)*; Clara Martinez (Universite Paris Saclay); Marco Pedersoli (Ecole de Technologie Superieure); Alessandro Koerich (Ecole de Technologie Superieure); Ali Etemad (Queens University); Eric Granger (Ecole de Technologie Superieure) |
Title | Learning Overspecified Gaussian Mixtures Exponentially Fast with the EM Algorithm |
Authors | Zhenisbek Assylbekov (Purdue University Fort Wayne)*; Alan Legg (Purdue University Fort Wayne); Artur Pak (Nazarbayev University) |
Title | Learning Submodular Sequencing from Samples |
Authors | Jing Yuan (University of North Texas); Qi Cai (University of North Texas); Xin Gao (University of North Texas); Shaojie Tang (University at Buffalo)* |
Title | Leveraging Gradient Information for Out-of-Domain Performance Estimations |
Authors | Ekaterina khramtsova (University of Queensland); Mahsa Baktashmotlagh (University of Queensland)*; Guido Zuccon (University of Queensland); Mathieu Salzmann (EPFL) |
Title | Leveraging Homophily under Local Differential Privacy for Effective Graph Neural Networks |
Authors | Yule Xie (Shanghai Jiaotong University); Jiaxin Ding (Shanghai Jiaotong University)*; Pengyu Xue (East China Normal University); Xin Ding (Shanghai Jiaotong University); Haochen Han (Shanghai Jiaotong University); Luoyi Fu (Shanghai Jiaotong University); Xinbin Wang (Shanghai Jiaotong University) |
Title | Leveraging Student Profiles and the Mamba Framework to Enhance Knowledge Tracing |
Authors | Mingxing Shao (School of Computer Science and Engineering, NorthEastern University, Shenyang, China); Tiancheng Zhang (School of Computer Science and Engineering, NorthEastern University, Shenyang, China)*; Minghe Yu (Software College, Northeastern University, Shenyang, China); Zhenghao Liu (School of Computer Science and Engineering, NorthEastern University, Shenyang, China); Yifang Yin (Institute for Infocomm Research (I2R), A*STAR, Singapore); Hengyu Liu (Department of Computer Science, Aalborg University, Aalborg, Denmark); Ge Yu (School of Computer Science and Engineering, NorthEastern University, Shenyang, China) |
Title | Localized Heat Kernel for Graph Neural Networks |
Authors | Taoyang Qin (Nanjing University of Posts and Telecommunications)*; Ke-Jia Chen (Nanjing University of Posts and Telecommunications); Zheng Liu (Nanjing University of Posts and Telecommunications) |
Title | Loss Functions in Diffusion Models: A Comparative Study |
Authors | Dibyanshu Kumar (Technical University of Applied Sciences Würzburg-Schweinfurt)*; Philipp Vaeth (Technical University of Applied Sciences Würzburg-Schweinfurt); Magda Gregorova (Technical University of Applied Sciences Würzburg-Schweinfurt) |
Title | Machine Unlearning for Random Forests via Method of Images |
Authors | Hang Zhang (Nanjing University)*; KaiMing Ting (Nanjing University) |
Title | MAINLE: a Multi-Agent, Interactive, Natural Language Local Explainer of Classification Tasks |
Authors | Paulo Serafim (Gran Sasso Science Institute)*; Rômulo Férrer Filho (Universidade Federal do Ceará ); Stenio Freitas (Universidade Federal do Ceará); Gizem Gezici (Scuola Normale Superiore); Fosca Giannotti (Scuola Normale Superiore); Franco Raimondi (Gran Sasso Science Institute); Alexandre Santos (Universidade Federal do Ceará ) |
Title | MalGPT: A Generative Explainable Model for Malware Binaries |
Authors | Mohd Saqib (McGill University); Benjamin C. M. Fung (McGill University)*; Steven H. H. Ding (McGill University); Philippe Charland (Defence R&D Canada) |
Title | MASCOTS: Model-Agnostic Symbolic COunterfactual explanations for Time Series |
Authors | Dawid P_udowski (Warsaw University of Technology)*; Francesco Spinnato (University of Pisa); Piotr Wilczy_ski (ETH Zürich); Krzysztof Kotowski (KP Labs); Evridiki Ntagiou (European Space Operations Centre); Riccardo Guidotti (University of Pisa); Przemys_aw Biecek (Warsaw University of Technology) |
Title | MCMC for Bayesian Estimation of Differential Privacy from Membership Inference Attacks |
Authors | Ceren Yıldırım (Sabancı University)*; Kamer Kaya (Sabancı University); Erkay Sava_ (Sabancı University); Sinan Yıldırım (Sabancı University) |
Title | MEAN: Multi-Expert Adaptive Network For Customer Lifetime Value Prediction |
Authors | kelin Liu (Tencent); yao zhou (Tencent)*; bin liu (CQUPT); hanjing su (Tencent); shouzhi chen (Tencent) |
Title | Memory-enhanced Invariant Prompt Learning for Urban Flow Prediction under Distribution Shifts |
Authors | Haiyang Jiang (The University of Queensland); Tong Chen (The University of Queensland)*; Wentao Zhang (Peking University); Quoc Viet Hung Nguyen (Griffith University); Yuan Yuan (Tsinghua University); Yong Li (Tsinghua University); Hongzhi Yin (h.yin1@uq.edu.au) |
Title | Merging Embedded Topics with Optimal Transport for Online Topic Modeling on Data Streams |
Authors | Federica Granese (INRIA)*; Benjamin Navet (INRIA, Université Côte d'Azur); Serena Villata (INRIA, Université Côte d'Azur, CNRS); Charles Bouveyron (INRIA, Université Côte d'Azur, CNRS, Laboratoire J.A.Dieudonné) |
Title | Missing but not Missed: On Learnability Under Imputation |
Authors | Andrea Campagner (Università degli Studi di Milano-Bicocca)* |
Title | MotiPlus and MotiSet: Discovering the Best Set of Motiflets in Time Series |
Authors | Len Feremans (Universiteit Antwerpen)*; Patrick Schäfer (Humboldt-University at Berlin); Wannes Meert (KU Leuven) |
Title | MPG: An Efficient Multi-Scale Point-Based GNN for Non-Uniform Meshes |
Authors | Qinxin Wu (Zhejiang University)*; Pengwei Liu (Zhejiang University); Xingyu Ren (Zhejiang University); Dong Ni (Zhejiang University) |
Title | Multi-Class and Multi-Task Strategies for Neural Directed Link Prediction |
Authors | Claudio Moroni (Dedagroup); Claudio Borile (CENTAI Institute)*; Carolina Mattsson (CENTAI Institute); Michele Starnini (CENTAI Institute); André Panisson (CENTAI Institute) |
Title | Multivariate Time Series Anomaly Prediction Based on Forecasting and Reconstruction Using Transformer with Temporal and Feature-wise Attention |
Authors | Chihiro Maru (Chuo University)*; Masato Oguchi (Ochanomizu University); Ichiro Kobayashi (Ochanomizu University) |
Title | On Training Survival Models with Scoring Rules |
Authors | Philipp Kopper (LMU Munich); David Ruegamer (LMU Munich); Raphael Sonabend (Imperial College London); Bernd Bischl (LMU Munich); Andreas Bender (LMU Munich)* |
Title | On Trustworthy Rule-Based Models and Explanations |
Authors | Mohamed SIALA (INSA Toulouse & LAAS-CNRS)*; Jordi Planes (University of Lleida); Joao Marques-Silva (ICREA) |
Title | Optimizing and Tuning Fairness in Machine Learning: An Augmented Lagrangian Method with a Performance Budget |
Authors | Michele Fontana (Università di Pisa)*; Francesca Naretto (Università di Pisa); Anna Monreale (Università di Pisa) |
Title | Optimizing the Optimal Weighted Average: Efficient Distributed Sparse Classification |
Authors | Fred Lu (Booz Allen Hamilton); Ryan Curtin (RelationalAI)*; Edward Raff (Booz Allen Hamilton); Francis Ferraro (University of Maryland, Baltimore County); James Holt (Laboratory for Physical Sciences) |
Title | P2NIA: Privacy-Preserving Non-Interactive Auditing |
Authors | Jade Garcia Bourrée (Inria)*; Hadrien Lautraite (UQÀM); Sébastien Gambs (UQÀM); Gilles Tredan (CNRS); Erwan Le Merrer (Inria); Benoît Rottembourg (Inria) |
Title | PAR-AdvGAN: Improving Adversarial Attack Capability with Progressive Auto-Regression AdvGAN |
Authors | Jiayu Zhang (Changshu Institute of Technology); Zhiyu Zhu (University of Technology Sydney); Xinyi Wang (University of Malaya); Silin Liao (Nanning Normal University); Zhibo Jin (University of Technology Sydney); Flora Salim (University of New South Wales); Huaming Chen (The University of Sydney)* |
Title | Pareto Multi-Objective Alignment for Language Models |
Authors | Qiang He (Ruhr University, Bochum)*; Setareh Maghsudi (Ruhr University, Bochum) |
Title | PipeQS: Pipeline-Based Adaptive Quantization and Staleness-Aware Distributed GNN Training System |
Authors | Donghang Wu (Xiamen University, China)*; Lian Shen (Xiamen University, China); Changzhi Jiang (Xiamen University, China); Yanhao Li (Xiamen University, China); Xiangrong Liu (Xiamen University, China) |
Title | Present and Future Generalization of Synthetic Image Detectors |
Authors | Pablo Bernabeu-Perez (Barcelona Supercomputing Center)*; Enrique Lopez-Cuena (Barcelona Supercomputing Center); Dario Garcia-Gasulla (Barcelona Supercomputing Center) |
Title | Progressive Dual-Space Discovering of Unknowns for Source-Free Open-Set Domain Adaptation |
Authors | Qianshan Zhan (University of Manchester)*; Qian Wang (Luca Healthcare R&D); Xiao-Jun Zeng (University of Manchester) |
Title | Projective Pruning for Decoupling Weights |
Authors | Alexander Kovalenko (Czech Technical University in Prague)*; Tommy Chu (Czech Technical University in Prague) |
Title | PromptDSI: Prompt-based Rehearsal-free Continual Learning for Document Retrieval |
Authors | Tuan-Luc Huynh (Monash University)*; Thuy-Trang Vu (Monash University); Weiqing Wang (Monash University); Yinwei Wei (Monash University); Trung Le (Monash University); Dragan Gasevic (Monash University); Yuan-Fang Li (Monash University); Thanh-Toan Do (Monash University) |
Title | Prompting without Panic:Attribute-aware Zero-shot Calibration at Test-Time |
Authors | Ramya Hebbalaguppe (Indian Institute of Technology Delhi)*; Tamoghno Kandar (TCS Research Labs); Abhinav Nagpal (Indian Institute of Technology Delhi); Chetan Arora (Indian Institute of Technology Delhi) |
Title | Provably Accurate Adaptive Sampling for Collocation Points in Physics-informed Neural Networks |
Authors | Antoine Caradot (Hubert Curien Laboratory)*; Rémi Emonet (Hubert Curien Laboratory); Amaury Habrard (Hubert Curien Laboratory); Abdel-Rahim Mezidi (Hubert Curien Laboratory); Marc Sebban (Hubert Curien Laboratory) |
Title | Quality-Preserving Extreme Image Compression: Using Interpretable Conditioning Inputs with Diffusion Models |
Authors | Shayan Ali Hassan (Lahore University of Management Sciences)*; Danish Humair (Lahore University of Management Sciences); Ihsan Ayyub Qazi (Lahore University of Management Sciences); Zafar Ayyub Qazi (Lahore University of Management Sciences) |
Title | Queryable and Interpretable PU Learning through Probabilistic Circuits |
Authors | Sieben Bocklandt (KU Leuven)*; Vincent Derkinderen (KU Leuven); Koen Vanderstraeten (Tunify); Wouter Pijpops (Tunify); Kurt Jaspers (Tunify); Luc De Raedt (KU Leuven); Wannes Meert (KU Leuven) |
Title | RAE: A Rule-Driven Approach for Attribute Embedding in Property Graph Recommendation |
Authors | Sibo Zhao (Huazhong Agricultural University)*; Michael Bewong (Charles Sturt University); Selasi Kwashie (Charles Sturt University); Junwei Hu (Huazhong Agricultural University ); Zaiwen Feng (Huazhong Agricultural University) |
Title | RandomAD: A Random Kernel-based Anomaly Detector for Time Series |
Authors | Wenjie Xi (George Mason University)*; Jessica Lin (George Mason University) |
Title | Redefining Fairness: A Multi-dimensional Perspective and Integrated Evaluation Framework |
Authors | Zichong Wang (Florida International University); Zhipeng Yin (Florida International University); Zhen Liu (South China University of Technology); Roland Yap (National University of Singapore); Xiaocai Zhang (University of Melbourne); Shu Hu (Purdue University); Wenbin Zhang (Florida International University)* |
Title | ReDeLEx: A Framework for Relational Deep Learning Exploration |
Authors | Jakub Pele_ka (Czech Technical University in Prague)*; Gustav _ír (Czech Technical University in Prague) |
Title | Rethinking Graph Domain Adaptation: A Spectral Contrastive Perspective |
Authors | Haoyu Zhang (City University of Hong Kong (Dongguan))*; Yuxuan Cheng (Huazhong Agricultural University); Wenqi Fan (The Hong Kong Polytechnic University); Yulong Chen (City University of Hong Kong (Dongguan)); Yifan Zhang (City University of Hong Kong (Dongguan)) |
Title | Revisiting Applicable and Comprehensive Knowledge Tracing in Large-Scale Data |
Authors | Yiyun Zhou (Zhejiang University); Wenkang Han (Zhejiang University); Jingyuan Chen ( Zhejiang University)* |
Title | Revisiting Cross-Modal Knowledge Distillation: A Disentanglement Approach for RGBD Semantic Segmentation |
Authors | Roger Ferrod (University of Turin)*; Cassio Fraga Dantas (INRAE); Luigi Di Caro (University of Turin); Dino Ienco (INRAE) |
Title | Revisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion |
Authors | Yuntao Shou (Xi'an Jiaotong University); Tao Meng (Central South University of Forestry and Technology)*; Wei Ai (Central South University of Forestry and Technology); keqin Li (State University of New York) |
Title | Reward Shaping for User Satisfaction |
Authors | Konstantina Christakopoulou (Google)*; Can Xu (Google); Sai Zhang (Google); Sriraj Dutt (Google); Trevor Potter (Google); Daniel Li (Google); Hao Wan (Google); Xinyang Yi (Google); Ya Le (Google); Chris Berg (Google); Eric Bencomo Dixon (Google); Ed H. Chi (Google); Minmin Chen (Google) |
Title | Right on Time: Revising Time Series Models by Constraining their Explanations |
Authors | Maurice Kraus (TU-Darmstadt)*; David Steinmann (TU-Darmstadt); Antonia Wüst (TU-Darmstadt); Andre Kokozinski (TU-Darmstadt); Kristian Kersting (TU-Darmstadt) |
Title | Robust Gaussian Process Regression with Huber Likelihood and Projection Pursuit |
Authors | Pooja Algikar (Virginia Tech)*; Lamine Mili (Virginia Tech) |
Title | Safe Screening Rules for Group SLOPE |
Authors | Runxue Bao (University of Pittsburgh)*; Quanchao Lu (Georgia Institute of Technology); Yanfu Zhang (William and Mary) |
Title | Sample and Expand: Discovering Low-rank Submatrices With Quality Guarantees |
Authors | Martino Ciaperoni (Aalto University)*; Aristides Gionis (KTH Royal Institute of Technology); Heikki Mannila (Aalto University) |
Title | Scaling multi-label conformal prediction with label interactions for a large number of labels |
Authors | Ghassan Najjar (Safran)*; Céline Berthou (Safran); Héléna Vorobieva (Safran) |
Title | Self-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation |
Authors | Aditya Ellendula (University of Texas at Austin)*; Chandrajit Bajaj (University of Texas at Austin) |
Title | Self-generated Cross-modal Prompt Tuning |
Authors | guiming cao (University of Technology Sydney); zonghan wu (University of Technology Sydney); huo huan (University of Technology Sydney); ou yuming (University of Technology Sydney); guandong xu (University of Technology Sydney)* |
Title | Self-Improvement for Computerized Adaptive Testing |
Authors | Yannick Rudolph (Leuphana University)*; Kai Neubauer (Leuphana University); Ulf Brefeld (Leuphana University) |
Title | Single-fold Distillation for Diffusion models |
Authors | Chi HONG (TU Delft )*; Jiyue Huang (TU Delft); Robert Birke (University of Turin); Dick Epema (TU Delft); Stefanie Roos (University of Kaiserslautern-Landau); Lydia Y. Chen (university of neuchâtel) |
Title | Smooth InfoMax - Towards Easier Post-Hoc Interpretability |
Authors | Fabian Denoodt (University of Antwerp, imec-IDLab)*; Bart de Boer (Vrije Universiteit Brussel); José Oramas (University of Antwerp) |
Title | SODA: Out-of-Distribution Detection in Domain-Shifted Point Clouds via Neighborhood Propagation |
Authors | Adam Goodge (I2R, A*STAR)*; Bryan Hooi (I2R, A*STAR); Jingyi Liao (I2R, A*STAR); Yongyi Su (I2R, A*STAR); Wee Siong Ng (I2R, A*STAR); Xun Xu (I2R, A*STAR); Xulei Yang (I2R, A*STAR) |
Title | Spectral Distribution Alignment for Enhanced Generalization in Regression |
Authors | Kaiyu Guo (University of Queensland)*; Zijian Wang (University of Queensland); Brian Lovell (University of Queensland); Mahsa Baktashmotlagh (University of Queensland) |
Title | Speech-to-Visualization: Toward End-to-End Speech-Driven Data Visualization Generation from Natural Language Questions |
Authors | Haodi Zhang (Shenzhen University); Xinhe Zhang (Shenzhen University); Jihua Zhou (Shenzhen University); Kaishun Wu (HKUST(GZ_); Yuanfeng Song (WeBank)*; Raymond Chi-Wing Wong (HKUST) |
Title | ST-LoRA: Low-rank Adaptation for Spatio-temporal Forecasting |
Authors | Weilin Ruan (The Hong Kong University of Science and Technology (Guangzhou)); Wei Chen (The Hong Kong University of Science and Technology (Guangzhou)); Xilin Dang (The Chinese University of Hong Kong); Jianxiang Zhou (The Hong Kong University of Science and Technology (Guangzhou)); Weichuang Li (The Hong Kong University of Science and Technology (Guangzhou)); Xu Liu (National University of Singapore); Yuxuan Liang (The Hong Kong University of Science and Technology (Guangzhou))* |
Title | Stable Vision Concept Transformers for Medical Diagnosis |
Authors | Lijie Hu (KAUST); Songning Lai (HKUST(GZ))*; Yuan Hua (Tsinghua University); Shu Yang (KAUST); Jingfeng Zhang (the University of Auckland); Di Wang (KAUST) |
Title | Stealing Data from Active Party in Vertical Split Learning |
Authors | Yaxin Liu (Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University)*; Xiaoyang Xu (Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University); Wenzhe Yi (Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University); Yong Zhuang (Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University); Juan Wang (Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University); Mengda Yang (Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University); Ziang Li (Key Laboratory of Aerospace Information Security and Trusted Computing, Ministry of Education, School of Cyber Science and Engineering, Wuhan University) |
Title | Stimulating Catastrophic Forgetting in Class-wise Unlearning via UAP |
Authors | Wenxing Zhou (Shanghai Jiao Tong University)*; Xinwen Cheng (Shanghai Jiao Tong University); Yingwen Wu (Shanghai Jiao Tong University); Ruikai Yang (Shanghai Jiao Tong University); Xiaolin Huang (Shanghai Jiao Tong University) |
Title | Subgraph Gaussian Embedding Contrast for Self-Supervised Graph Representation Learning |
Authors | Shifeng XIE (Telecom Paris); Aref EINIZADE (Telecom Paris); Jhony H. Giraldo (Telecom Paris)* |
Title | SVEBI: Towards the Interpretation and Explanation of Spiking Neural Networks |
Authors | Jasper De Laet (University of Antwerp); Hamed Behzadi-Khormouji (University of Antwerp, sqIRL/IDLab, imec); Lucas Deckers (University of Antwerp, imec); Jose Oramas (University of Antwerp, sqIRL/IDLab, imec)* |
Title | TAMIS: Tailored Membership Inference Attacks on Synthetic Data |
Authors | Paul Andrey (Inria)*; Batiste Le Bars (Univ. Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL); Marc Tommasi (Univ. Lille, Inria, CNRS, Centrale Lille, UMR 9189 - CRIStAL) |
Title | Target-adaptive Structure-Semantic Consistency for Unsupervised Graph Domain Adaptation |
Authors | Yan Zou (Harbin Institute of Technology)*; Yongzheng Lu (Harbin Institute of Technology); Na Li (Harbin Institute of Technology); Xiatian Zhu (University of Surrey); Lan Du (Monash University); Ming Yan (Centre for Frontier AI Research (CFAR)); Ying Ma (Harbin Institute of Technology) |
Title | Task Prompt Vectors: Effective Initialization through Multi-Task Soft Prompt Transfer |
Authors | Róbert Belanec (Kempelen Institute of Intelligent Technologies)*; Simon Ostermann (German Research Center for Artificial Intelligence); Ivan Srba ( Kempelen Institute of Intelligent Technologies); Maria Bielikova (Kempelen Institute of Intelligent Technologies) |
Title | Text-Oriented Modal Dual-Interaction for Social Media Multimodal Relation Extraction |
Authors | Yachuan Zhang (East China University of Science and Technology); Yi Guo (East China University of Science and Technology )* |
Title | The Densest SWAMP problem: subhypergraphs with arbitrary monotonic partial edge rewards |
Authors | Vedangi Vivek Bengali (Texas A&M University)*; Nikolaj Tatti (University of Helsinki); Iiro Kumpulainen (University of Helsinki,HIIT); Florian Adriaens (University of Helsinki,HIIT); Nate Veldt (Texas A&M University) |
Title | The Local Convexification Method and its Application to Learning Weakly Convex Boolean Functions |
Authors | Eike Stadtlaender (University of Bonn and Lamarr Institute for Machine Learning and Artificial Intelligence); Tamas Horvath (University of Bonn and Fraunhofer IAIS)*; Stefan Wrobel (Fraunhofer IAIS, University of Bonn, and Lamarr Institute for Machine Learning and Artificial Intelligence) |
Title | The Role of Transformer Architecture in the Logic-as-Loss Framework |
Authors | Mattia Medina Grespan (University of Utah)*; Vivek Srikumar (University of Utah) |
Title | The Vanishing Empirical Variance in Randomly Initialized Deep ReLU Networks |
Authors | Micha_ Grzejdziak (Nomagic); David Tax (Delft University of Technology); Marco Loog (Radboud University)* |
Title | Time-varying Gaussian Process Bandit Optimization with Experts: no-regret in logarithmically-many side queries |
Authors | Eliabelle Mauduit (ENSTA Paris)*; Eloïse Berthier (ENSTA Paris); Andrea Simonetto (ENSTA Paris) |
Title | Topology-Aware Hierarchical Graph Diffusion Model for Molecular Graph Generation |
Authors | Rongshen He (Lanzhou University); Abubakar Zakari (fashable); Qinru Yang (Lanzhou University); Jiaqi Luo (Lanzhou University); Changsheng Ma (Lanzhou University)* |
Title | Towards Better Generalization and Interpretability in Unsupervised Concept-Based Models |
Authors | Francesco De Santis (Politecnico di Torino)*; Philippe Bich (Politecnico di Torino); Garbriele Ciravegna (Politecnico di Torino); Pietro Barbiero (Universita della Svizzera italiana); Tania Cerquitelli (Politecnico di Torino); Danilo Giordano (Politecnico di Torino) |
Title | Towards Deeper GCNs: Alleviating Over-smoothing via Iterative Training and Fine-tuning |
Authors | Furong Peng (Institute of Big Data Science and Industry,Shanxi University)*; Jinzhen Gao (Shanxi University); Xuan Lu (Shanxi University); Kang Liu (Shanxi University); Yifan Huo (Shanxi University); Sheng Wang ( Zhengzhou University of Aeronautics) |
Title | Towards Interpretable Adversarial Examples via Sparse Adversarial Attack |
Authors | Fudong Lin (University of Delaware)*; Jiadong Lou (University of Delaware); Hao Wang (Stevens Institute of Technology); Brian Jalaian (University of West Florida); Xu Yuan (University of Delaware) |
Title | Towards Unifying Feature Interaction Models for Click-Through Rate Prediction |
Authors | Yu Kang (Shanghai Jiao Tong University)*; Junwei Pan (Tencent); Jipeng Jin (Shanghai Jiao Tong University); Shudong Huang (Tencent); Xiaofeng Gao (Shanghai Jiao Tong University); Lei Xiao (Tencent) |
Title | Transformer with Sparse Adaptive Mask for Network Dismantling |
Authors | Yu Liu (Huazhong University of Science and Technology (HUST), Wuhan, China); Fanghao Liu (Huazhong University of Science and Technology (HUST)); Haojun Huang (Huazhong University of Science and Technology (HUST), Wuhan, China); Bang Wang (Huazhong University of Science and Technology (HUST))* |
Title | Tree-based OWL Class Expression Learner over Large Knowledge Graphs |
Authors | Caglar Demir (University Paderborn); Moshood Yekini (University Paderborn); Michael Röder (University Paderborn)*; Yasir Mahmood (University Paderborn); Axel-Cyrille Ngonga Ngomo (University Paderborn) |
Title | TreeDiffusion: Hierarchical Generative Clustering for Conditional Diffusion |
Authors | Jorge da Silva Gonçalves (ETH Zurich)*; Laura Manduchi (ETH Zurich); Moritz Vandenhirtz (ETH Zurich); Julia E. Vogt (ETH Zurich) |
Title | TSHAP: Fast and Exact SHAP for Explaining Time Series Classification and Regression |
Authors | Thach Le Nguyen (University College Dublin)*; Georgiana Ifrim (University College Dublin) |
Title | Two-Stage Temporal Knowledge Graph Completion Based on Reinforcement Learning |
Authors | Dong Li (Liaoning University)*; Yong Wei (Liaoning University); Xinyi Dong (Liaoning University); Jingyou Sun (Liaoning University); LinLin Ding (Liaoning University); Yue Kou (Northeastern University) |
Title | UCB-driven Utility Function Search for Multi-objective Reinforcement Learning |
Authors | Yucheng Shi (Trinity College Dublin)*; David Lynch (HUAWEI Ireland Research Centre); Alexandros Agapitos (HUAWEI Ireland Research Centre) |
Title | Uncertainty Quantification for Black-box LLMs via Star Graphs Connectivity: Exploring Alternatives for Semantic Density |
Authors | Zhaoye Li (National University of Defense Technology)*; Huan Chen (National University of Defense Technology); Huibin Tan (National University of Defense Technology); Long Lan (National University of Defense Technology); Yize Sui (National University of Defense Technology); Jing Ren (National University of Defense Technology) |
Title | Uncertainty-Aware Metabolic Stability Prediction with Dual-View Contrastive Learning |
Authors | Peijin Guo (HUST)*; Minghui Li (HUST); Hewen Pan (HUST); Bowen Chen (HUST); Yang Wu (HUST); Zikang Guo (HUST); LeoYu Zhang (Griffith University); Shengshan Hu (HUST); Shengqing Hu (Huazhong University of Science and Technology Tongji Medical College Affiliated Union Hospital) |
Title | Understanding and Improving Laplacian Positional Encodings For Temporal GNNs |
Authors | Yaniv Galron (Technion – Israel Institute of Technology)*; Fabrizio Frasca (Technion – Israel Institute of Technology); Haggai Maron (Technion – Israel Institute of Technology); Eran Treister (Ben Gurion University of the Negev); Moshe Eliasof (University of Cambridge) |
Title | Understanding the Trade-offs in Accuracy and Uncertainty Quantification: Architecture and Inference Choices in Bayesian Neural Networks |
Authors | Alisa Sheinkman (University of Edinburgh)*; Sara Wade (University of Edinburgh) |
Title | Unified Framework for Pre-trained Neural Network Compression via Decomposition and Optimized Rank Selection |
Authors | Ali AGHABABAEI HARANDI (Université Grenoble Alpes)*; Massih-Reza AMINI (Université Grenoble Alpes) |
Title | Unimodal Strategies in Density-Based Clustering |
Authors | Oron Nir (Microsoft)*; Jay Tenenbaum (Microsoft); Ariel Shamir (Reichman University) |
Title | Unsupervised Surrogate Anomaly Detection |
Authors | Simon Klüttermann (TU Dortmund)*; Tim Katzke (TU Dortmund University); Emmanuel Müller (TU Dortmund University) |
Title | Unveiling the Hidden: Movie Genre and User Bias in Spoiler Detection |
Authors | Haokai Zhang (Xi'an Jiaotong University)*; Shengtao Zhang ( Xi'an Jiaotong University); Zijian Cai (Institute of Automation, Chinese Academy of Sciences); Heng Wang (Xi'an Jiaotong University); Ruixuan Zhu (Xi'an Jiaotong University); Zinan Zeng (Xi'an Jiaotong University); Minnan Luo (School of Electronic and Information Engineering, Xi'an Jiaotong University) |
Title | Variance-Aware Noisy Training: Hardening DNNs against Unstable Analog Computations |
Authors | Xiao Wang (Heidelberg University)*; Hendrik Borras (Heidelberg University); Bernhard Klein (Heidelberg University); Holger Fröning (Heidelberg University) |
Title | Variance-Based Defense Against Blended Backdoor Attacks |
Authors | Sujeevan Aseervatham (Orange)*; Achraf Kerzazi (Orange); Younès Bennani (Université Sorbonne Paris Nord, LIPN, UMR 7030 CNRS) |
Title | Viability of Future Actions: Robust Safety in Reinforcement Learning via Entropy Regularization |
Authors | Pierre-François Massiani (RWTH Aachen University); Alexander von Rohr (RWTH Aachen University)*; Lukas Haverbeck (RWTH Aachen University); Sebastian Trimpe (RWTH Aachen University) |
Title | Video-DPRP: A Differentially Private Approach for Visual Privacy-Preserving Video Human Activity Recognition |
Authors | Allassan Tchangmena A Nken (School of Computer Science, National University Of Ireland Galway)*; Susan McKeever (School of Computer Science, Technological University Dublin); Peter Corcoran (School of Computer Science, National University of Ireland Galway); Ihsan Ullah (School of Computer Science, National University of Ireland Galway) |
Title | Voronoi Diagram Encoded Hashing |
Authors | Yang Xu (Nanjing University)*; Kaiming Ting (Nanjing University) |
Title | Weight-Rounding Error in Deep Neural Networks |
Authors | Jiri Sima (Institute of Computer Science of the Czech Academy of Sciences)*; Petra Petra Vidnerova ( Institute of Computer Science of the Czech Academy of Sciences) |
Title | What Large Language Models Do Not Talk About: An Empirical Study of Moderation and Censorship Practices |
Authors | Sander Noels (Ghent University )*; Guillaume Bied (Ghent University); Maarten Buyl (Ghent University); Alexander Rogiers (Ghent University); Yousra Fettach (Ghent University); Jefrey Lijffijt (Ghent University); Tijl De Bie (Ghent University) |
Title | Zero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning |
Authors | Maor Ashkenazi (Ben-Gurion University of the Negev)*; Ofir Brenner (Tel-Aviv University); Tal Furman (Deep Instinct); Eran Treister (Ben-Gurion University of the Negev) |