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TitleA Bilevel Reinforcement Learning Framework with Language Prior Knowledge
AuthorsXue 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)
TitleA CNN-based Local-Global Self-Attention via Averaged Window Embeddings for Hierarchical ECG Analysis
AuthorsArthur 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)
TitleA Complementarity-Enhanced Mixture of Human-AI Teams for Decision-Making
AuthorsHefei Liang (Northwestern Polytechnical University)*; Jiaqi Liu (Northwestern Polytechnical University); Bin Guo (Northwestern Polytechnical University); Zhiwen Yu (Northwestern Polytechnical University)
TitleA Dual-Channel Heterogeneous Hypergraph Convolutional Network for Dual-target Cross-domain Recommendation
Authorsmoyu zhang (Soochow University); zhe yang (Soochow University)*
TitleA QUBO Framework for Team Formation
AuthorsKaran Vombatkere (Boston University)*; Evimaria Terzi (Boston University); Theodoros Lappas (Satalia)
TitleA Scalable Model for Frequency Distribution of Low Occurrence Multi-words Towards Handling Very Large Spectrum of Text Corpora Sizes
AuthorsJoaquim Silva (NOVA LINCS, Faculdade de Ciencias e Tecnologia, Universidade Nova de Lisboa)*; Jose Cunha (NOVA LINCS)
TitleA True-to-the-model Benchmark for Edge-level Attributions of GNN Explainers
AuthorsFrancesco Paolo Nerini (Sapienza University of Rome)*; Francesco Bonchi (CENTAI Institute); André Panisson (CENTAI Institute)
TitleA Unified View of Abstract Visual Reasoning Problems
AuthorsMiko_aj Ma_ki_ski (Warsaw University of Technology)*; Jacek Ma_dziuk (Warsaw University of Technology)
TitleAB-STE: Adaptive Blended Gradient Estimation for Efficient Binarized Networks
AuthorsSiddharth Gupta (Ruhr University Bochum)*; Akash Kumar (Ruhr University Bochum)
TitleAchieving Flexible Local Differential Privacy in Federated Learning via Influence Functions
AuthorsAlycia Carey (University of Arkansas)*; Xintao Wu (University of Arkansas)
TitleActive Preference Optimization for Sample Efficient RLHF
AuthorsNirjhar 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)
TitleAdaptive Multi-Space Defense Framework Against Adversarial Attacks
AuthorsXiaohui Yu (Shenzhen University)*; Qiao Yan (Shenzhen University)
TitleAdaptive Options for Decision Trees in Evolving Data Stream Classification
AuthorsDaniel Nowak-Assis (Pontifícia Universidade Católica do Paraná)*; Jean Paul Barddal (Pontifícia Universidade Católica do Paraná ); Fabrício Enembreck (Pontifícia Universidade Católica do Paraná )
TitleAdvanced Strategic Improvement with Decision Interactions
AuthorsWenjing 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)
TitleAdvancing Multi-Step Mathematical Reasoning in Large Language Models through Multi-Layered Self-Reflection with Auto-Prompting
AuthorsAndré 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)
TitleAdvKT: An Adversarial Multi-Step Training Framework for Knowledge Tracing
AuthorsLingyue 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)
TitleAggressive Exploration in Offline Reinforcement Learning for Better Recommendations
AuthorsKexin Shi (HKUST)*; Wenjia Wang (HKUST(GZ)); Bingyi Jing (SUSTech)
TitleAlternate Geometric and Semantic Denoising Diffusion for Protein Inverse Folding
AuthorsChenglin 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)
TitleAMST: Alternating Multimodal Skip Training
AuthorsHugo Silva (Chalmers University of Technology)*; Hongguang Chen (Chalmers University of Technology); Selpi Selpi (Chalmers University of Technology)
TitleAn $(\epsilon,\delta)$-accurate level set estimation with a stopping criterion
AuthorsHideaki Ishibashi (Kyushu Institute of Technology)*; Kota Matsui (Nagoya University / RIKEN AIP); Kentaro Kutsukake (Nagoya University); Hideitsu Hino (The Institute of Statistical Mathematics/ RIKEN AIP)
TitleAn Empirical Evaluation of Foundation Models for Multivariate Time Series Classification
AuthorsPinar Sungu Isiacik (University College Dublin)*; Thach Le Nguyen (University College Dublin); Timilehin Aderinola (University College Dublin); Georgiana Ifrim (University College Dublin)
TitleAnalyzing and Correcting Biased Machine Learning-Based Tuning of Weight Shrinkage in Forecast Combination
AuthorsVeronika Wachslander (Catholic University of Eichstaett-Ingolstadt)*
TitleBackdoor Attacks on Graph Classification via Data Augmentation and Dynamic Poisoning
AuthorsYadong 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)
TitleBalanced and Token-Efficient Summarization of User Reviews via Stratified Sampling and Large Language Models
AuthorsFabrizio Marozzo (Universita' della Calabria)*; Loris Belcastro (University of Calabria); Cristian Cosentino (University of Calabria); Pietro Liò (University of Cambridge)
TitleBandit Max-Min Fair Allocation
AuthorsTsubasa Harada (Institute of Science Tokyo)*; Shinji Ito (The University of Tokyo); Hanna Sumita (Institute of Science Tokyo)
TitleBatMan-CLR: Making Few-shots Meta-Learners Resilient Against Label Noise
AuthorsJeroen Galjaard (Delft University of Technology)*; Robert Birke (University of Turin); Juan Perez (Universidad de los Andes); Lydia Chen (Delft University of Technology)
TitleBayesian Active Learning For Censored Regression
AuthorsFrederik 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))
TitleBetter Features, Better Calibration: A Simple Fix for Overconfident Networks
AuthorsSoumya Suvra Ghosal (University of Maryland, College Park)*; Ramya Hebbalaguppe (Indian Institute of Technology Delhi); Dinesh Manocha (University of Maryland, College Park)
TitleBeyond General Edge Utilization: Edge Attention Mean Teacher for Semi-Supervised Medical Image Segmentation
AuthorsKaiwei 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)
TitleBeyond the Visible: Multispectral Vision-Language Learning for Earth Observation
AuthorsClive Tinashe Marimo (IBM Germany); Benedikt Blumenstiel (IBM Research Europe)*; Maximilian Nitsche (IBM Germany); Johannes Jakubik (IBM Research Europe); Thomas Brunschwiler (IBM Research Europe)
TitleBias vs Bias - Dawn of Justice: A Fair Fight in Recommendation Systems
AuthorsTahsin Alamgir Kheya (Deakin University)*; Mohamed Reda Bouadjenek (Deakin University); Sunil Aryal (Deakin University)
TitleBkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network
AuthorsFan 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))
TitleBotTrans: A Multi-Source Graph Domain Adaptation Approach for Social Bot Detection
AuthorsBoshen 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)
TitleBounding-box Watermarking: Defense against Model Extraction Attacks on Object Detectors
AuthorsSatoru Koda (Fujitsu Limited)*; Ikuya Morikawa (Fujitsu Limited)
TitleBreaking Free: Decoupling Forced Systems with Laplace Neural Networks
AuthorsBernd Zimmering (Helmut Schmidt University)*; Cecília Coelho (Helmut Schmidt University); Vaibhav Gupta (Helmut Schmidt University); Maria Maleshkova (Helmut Schmidt University); Oliver Niggemann (Helmut Schmidt University)
TitleBridging Logic and Learning: Decoding Temporal Logic Embeddings via Transformers
AuthorsSara Candussio (University of Trieste)*; Gaia Saveri (University of Trieste); Gabriele Sarti (University of Groningen); Luca Bortolussi (University of Trieste)
TitleBridging Neural Networks and Dynamic Time Warping for Adaptive Time Series Classification
AuthorsJintao 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)
TitleC3DE: Causal-Aware Collaborative Neural Controlled Differential Equation for Long-Term Urban Crowd Flow Prediction
AuthorsYuting 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)
TitleChitroJera: A Regionally Relevant Visual Question Answering Dataset for Bangla
AuthorsDeeparghya 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)
TitleChordPrompt: Orchestrating Cross-Modal Prompt Synergy for Multi-Domain Incremental Learning in CLIP
AuthorsZhiyuan Wang (Tsinghua University)*; Bokui Chen (Tsinghua University)
TitleCollaborative Value Function Estimation Under Model Mismatch: A Federated Temporal Difference Analysis
AuthorsAli 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)
TitleCommunity-Aware Graph Transformer: Preserving Community Semantics for Effective Global Aggregation
AuthorsYutai Duan (Nankai University)*; jie liu ( liu); jianhua wu (Nankai University); jialin liu (Nankai University)
TitleConformalized Exceptional Model Mining: Telling Where Your Model Performs (Not) Well
AuthorsXin Du (Great Bay University)*; Sikun Yang (Great Bay University); Wouter Duivesteijn (Eindhoven University of Technology); Mykola Pechenizkiy (Eindhoven University of Technology)
TitleConstrained Optimization to Improve Critical Rare Classes Performance Within the Top-ranking Part
AuthorsYuxin 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)
TitleContinual Visual Reinforcement Learning with A Life-Long World Model
AuthorsMinting 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)
TitleCounterfactual Multi-player Bandits for Explainable Recommendation Diversification
AuthorsYansen 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 )
TitleCounterfactual Robustness: a framework to analyze the robustness of Causal Generative Models across interventions
AuthorsManal Benhamza (MICS Laboratory)*; Marianne Clausel (University of Lorraine); Myriam Tami (University of Paris-Saclay)
TitleCross-Domain Conditional Diffusion Models for Time Series Imputation
AuthorsKexin 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)
TitleCross-Modal Causal Scheduling for Enhancing Target-Oriented Multi-Modal Sentiment Classification
AuthorsPengyu Zhao (Harbin Institute of Technology (Shenzhen)); Chaoyang Li (Pengcheng Laboratory); Lingzhi Wang (Harbin Institute of Technology (Shenzhen)); Qing Liao (Harbin Institute of Technology (Shenzhen))*
TitleCULC-Net: A Recipe for Tailored Creative Selection in Online Advertising
Authorsbaosheng 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)
TitleDe Novo Molecular Design Enabled by Direct Preference Optimization and Curriculum Learning
AuthorsJun Yu Hou (Nanjing University)*
TitleDecentralizing Multi-Agent Reinforcement Learning with Temporal Causal Information
AuthorsJan 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)
TitleDeepCore: Simple Fingerprint Construction for Differentiating Homologous and Piracy Models
AuthorsHaifeng 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)
TitleDesigning Search Space for Unbounded Bayesian Optimization via Transfer Learning
AuthorsAnh Nguyen Hoang Quoc (FPT Software); HUNG TRAN (Hanoi university of Science and Technology)*; Sunil Gupta (Deakin university); Dung Le Duy (Vin university)
TitleDifferentially Private Sparse Linear Regression with Heavy-tailed Responses
AuthorsXizhi Tian (Utrecht University); Meng Ding (University at Buffalo); Youming Tao (TU Berlin); Zihang Xiang (KAUST); Di Wang (KAUST)*
TitleDiffusion Classifier Guidance for Non-robust Classifiers
AuthorsPhilipp 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 )
TitleDiffusion Model with Selective Attention for Temporal Knowledge Graph Reasoning
AuthorsRushan Geng (University of Chinese Academy of Sciences)*; Ge Chen (University of Chinese Academy of Sciences); Cuicui Luo (University of Chinese Academy of Sciences)
TitleDiNgHy: Null Models for Non-Degenerate Directed Hypergraphs
AuthorsMaryam Abuissa (Brown University)*; Matteo Riondato (Amherst College); Eli Upfal (Brown Unversity)
TitleDispaRisk: Assessing Fairness Through Usable Information
AuthorsJonathan Vasquez (Universidad de Valparaiso)*; Carlotta Domeniconi (George Mason University); Huzefa Rangwala (George Mason University)
TitleDistribution Matching for Graph Quantification under Structural Covariate Shift
AuthorsClemens Damke (LMU Munich)*; Eyke Hüllermeier (LMU Munich)
TitleDPS: Diverse Prototype Selection for Adaptive In-Context Learning
AuthorsXuanbo Fan (Peking University)*; Kaiyuan Li (Tsinghua University ); Hao Sun (Peking University); Boci Peng (Peking University); Zhenrong Cheng (Peking University); Yan Zhang (Peking University)
TitleDRNCS: Dual-Level Route Generation Model Based on Node Contraction and Shortcuts
AuthorsZhuoran 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)
TitleECD: Efficient Contrastive Decoding with Probabilistic Hallucination Detection
AuthorsLaura Fieback (Volkswagen AG)*; Nishilkumar Balar (Frauenhofer IMTE); Jakob Spiegelberg (Volkswagen AG); Hanno Gottschalk (TU Berlin)
TitleEDN: A Novel Edge-Dependent Noise Model for Graph Data
AuthorsPintu Kumar (Indian Institute of Technology Bombay)*; Nandyala Hemachandra (IIT Bombay)
TitleEfficient and Generalized end-to-end Autonomous Driving System with Latent Deep Reinforcement Learning and Demonstrations
AuthorsZuojin Tang (Zhejiang University)*; Xiaoyu Chen (Tsinghua University); Yongqiang Li (Mogo Auto Intelligence and Telematics Information Technology Co., Ltd); Jianyu Chen (Tsinghua University)
TitleEfficient Approximate Temporal Triangle Counting in Streaming with Predictions
AuthorsGiorgio Venturin (University of Padova); Ilie Sarpe (KTH Royal Institute of Technology); Fabio Vandin (University of Padova)*
TitleEfficient Bayesian Updates for Deep Active Learning via Laplace Approximations
AuthorsDenis 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)
TitleEM-SEC: Efficient Multi-head Set-valued Evidential Classification
AuthorsGrigor 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)
TitleEnabling ControlNet to follow Localized Descriptions using Cross-Attention Control
AuthorsDenis Lukovnikov (Ruhr University Bochum)*; Asja Fischer (Ruhr University Bochum)
TitleEnhancing Graph Transformers with SNNs and Mutual Information
AuthorsZiyu Wang (University of Tokyo)*
TitleEnriching Category Representations with LLMs Towards Robust Zero-Shot OOD Detection
AuthorsDian Chao (Student)*; Yuxuan Zhang (______); Luping Zhou (University of Sydney); Yang Yang (______)
TitleETT-CKGE: Efficient Task-driven Tokens for Continual Knowledge Graph Embedding
AuthorsLijing 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)*
TitleEvidential Spectrum-Aware Contrastive Learning for OOD Detection in Dynamic Graphs
AuthorsNan 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)
TitleFACEGroup: Feasible and Actionable Counterfactual Explanations for Group Fairness
AuthorsChristos 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)
TitleFair and Privacy-preserving Synthetic Data Generation via Clustering-based Variational Autoencoder and Adversarially Debiased Wasserstein Generative Adversarial Networks with Gradient Penalty
AuthorsMalek Adouani (UVSQ, Paris-Saclay)*; Zaineb Chelly Dagdia (UVSQ, Paris-Saclay)
TitleFair Associative Co-Clustering
AuthorsFederico Peiretti (University of Turin); Ruggero Pensa (University of Turin)*
TitleFairness-Aware Graph Representation Learning with Limited Demographic Information
AuthorsZichong 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)*
TitleFaithful Explanations for Graph Classification using Logic
AuthorsAlessio Ragno (Sapienza University of Rome, INSA Lyon)*; Marc Plantevit (EPITA Lyon); Celine Robardet (INSA Lyon)
TitleFast Proximal Gradient Methods with Node Pruning for Tree-Structured Sparse Regularization
AuthorsYasutoshi Ida (NTT)*; Sekitoshi Kanai (NTT); Atsutoshi Kumagai (NTT); Tomoharu Iwata (NTT); Yasuhiro Fujiwara (NTT)
TitleFedCluLearn: Federated Continual Learning using Stream Micro-Cluster Indexing Scheme
AuthorsMilena 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)
TitleFederated Time Series Generation on Feature and Temporally Misaligned Data
AuthorsZhi Wen Soi (University of Bern); Chenrui Fan (University of Bern); Aditya Shankar (TU Delft); Abel Malan (University of Neuchatel); Lydia Chen (University of Neuchatel)*
TitleFedRNL: Federated Rationalization with Soft Parameter Sharing
AuthorsLingxiao 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)
TitleFew-Shot Graph Out-of-Distribution Detection with LLMs
AuthorsHaoyan 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)
TitleFinCPRG: A Bidirectional Generation Pipeline for Hierarchical Queries and Rich Relevance in Financial Chinese Passage Retrieval
AuthorsXuan 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)
TitleFine-grained Representation Learning and Multi-view Collaborative Augmentation for Recommendation
AuthorsHuiting Li (South China Normal University)*; Wenjun Ma (South China Normal University); Weishan Cai (Guangdong University of Education); Yuncheng Jiang (South China Normal University)
TitleFine-tune Smarter, Not Harder: Parameter-Efficient Fine-Tuning for Geospatial Foundation Models
AuthorsFrancesc 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)
TitleG-GLformer: Transformer with GRU Embedding and Global-Local Attention for Multivariate Time Series Forecasting
AuthorsWenjun 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)
TitleGathering and Exploiting Higher-Order Information when Training Large Structured Models
AuthorsPierre Wolinski (Paris Dauphine University - PSL)*
TitleGBRF: A novel framework for encoding user-preferences in imbalanced data distributions via genetic optimization
AuthorsMiguel Carvalho (IEETA)*; Susana Brás (IEETA); Armando Pinho (IEETA)
TitleGeneralization of Compositional Tasks with Logical Specification via Implicit Planning
AuthorsDuo Xu (Georgia Institute of Technology)*; Faramarz Fekri (Georgia Institute of Technology)
TitleGLADMamba: Unsupervised Graph-Level Anomaly Detection Powered by Selective State Space Model
AuthorsYali Fu (Jilin University)*; Jindong Li (The Hong Kong University of Science and Technology (Guangzhou)); Qi Wang (Jilin University); Qianli Xing (Jilin University)
TitleGoing Offline: An Evaluation of the Offline Phase in Stream Clustering
AuthorsPhilipp Jahn (LMU Munich)*; Walid Durani (LMU Munich); Collin Leiber (Aalto University); Anna Beer (University of Vienna); Thomas Seidl (LMU Munich)
TitleGradient Boosting versus Mixed Integer Programming for Sparse Additive Modeling
AuthorsFan Yang (Monash University)*; Pierre Le Bodic (Monash University); Mario Boley (University of Haifa)
TitleGradient Similarity Surgery in Multi-Task Deep Learning
AuthorsThomas 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)
TitleGraph Neural Network leveraging Higher-order Class Label Connectivity for Heterophilous Graphs
AuthorsTakuto Takahashi (Osaka University); Itsuki Nakayama (Osaka University); Takahiro Mitani (Osaka University); Ryosuke Kikuchi (Osaka University); Yuya Sasaki (Osaka University); Makoto Onizuka (Osaka University)*
TitleGraphJCL: A Dual-Perspective Graph-Based Framework for Urban Region Representation via Joint Contrastive Learning
AuthorsYaya 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.)
TitleGraphWeave : Interpretable and Robust Graph Generation via Random Walk Trajectories
AuthorsRahul Nandakumar (The University of Texas at Austin)*; Deepayan Chakrabarti (The University of Texas at Austin)
TitleGrouped Discrete Representation for Object-Centric Learning
AuthorsRongzhen Zhao (Aalto University)*; Vivienne Wang (Aalto University); Juho Kannala (Aalto University); Joni Pajarinen (Aalto University)
TitleGx2Mol: De Novo Generation of Hit-like Molecules from Gene Expression Profiles
AuthorsChen Li (Osaka University)*; Yoshihiro Yamanishi (Nagoya University)
TitleHAGAN: Homophily-Aware Generative Adversarial Network for Graph Anomaly Detection
AuthorsWenkai Wang (Xiamen University); Fan Gao (Xiamen University); Meihong Wang (Xiamen University)*
TitleHashing for Fast Pattern Set Selection
AuthorsMaiju Karjalainen (University of Eastern Finland)*; Pauli Miettinen (University of Eastern Finland)
TitleHCT: A Hierarchical Contrastive Learning Framework for Transferable Graph Anomaly Detection
AuthorsJiawei Ye (Fudan University); Hongyi Li (Fudan University)*; Qinlin Xie (Fudan University); Sicheng Liang (Fudan University); Yu Liu (Fudan University); Jie Wu (Fudan University)
TitleHDCS: Hierarchy Discovery and Critic Shaping for Reinforcement Learning with Automaton Specification
AuthorsDuo Xu (Georgia Institute of Technology)*; Faramarz Fekri (Georgia Institute of Technology)
TitleHierarchical Information-Guided Spatio-Temporal Mamba for Stock Time Series Forecasting
AuthorsWenbo Yan (Peking University)*; Shurui Wang (Peking University); Ying Tan (Peking University)
TitleHierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations
AuthorsYibin Liu (Zhejiang University)*; Ang Li (Zhejiang University); Shijian Li (Zhejiang University)
TitleHow CNNs and ViTs perceive similarities between categories
AuthorsKatarzyna Filus ( Institute of Theoretical and Applied Informatics Polish Academy of Sciences )*; Joanna Doma_ska (Institute of Theoretical and Applied Informatics Polish Academy of Sciences)
TitleHow to RETIRE Tabular Data in Favor of Discrete Digital Signal Representation
AuthorsPawe_ Zyblewski (Wroc_aw University of Science and Technology)*; Szymon Wojciechowski (Wroc_aw University of Science and Technology)
TitleHow Useful Is Graph Pooling for Node-Level Tasks?
AuthorsYIJUN DUAN (Kyoto Institute of Technology)*; Xin Liu (AIST, Japan); Steven Lynden (AIST, Japan); Akiyoshi Matono (AIST, Japan); Qiang Ma (Kyoto Institute of Technology, Japan)
TitleHybrid Cross-domain Robust Reinforcement Learning
AuthorsLinh 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)
TitleI Forgot About You: Exploring Multi-Label Unlearning (MLU) for Responsible Facial Recognition Systems
AuthorsPROMMY SULTANA HOSSAIN (George Mason University)*; Emanuela Marasco (George Mason University); Jessica Lin (George Mason University); Michael King (Florida Institute of Technology)
TitleI-GLIDE: Input Groups for Latent health Indicators in Degradation Estimation
AuthorsLucas Thil (Ecole Polytechnique)*; Jesse Read (Ecole Polytechnique); Rim Kaddah (IRT SystemX); Guillaume Doquet (Safran Tech)
TitleIdentifiable Autoregressive Variational Autoencoders for Nonlinear and Nonstationary Spatio-Temporal Blind Source Separation
AuthorsMika Sipilä (University of Jyväskylä)*; Klaus Nordhausen (University of Helsinki); Sara Taskinen (University of Jyväskylä)
TitleImproving Discriminator Guidance in Diffusion Model
AuthorsAlexandre 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)
TitleImproving Novel Anomaly Detection with Domain-Invariant Latent Representations
AuthorsPadmaksha Roy (Virginia Tech, ECE)*; Ming Jin (Virginia tech); himanshu singhal (Virginia tech); Tyler Cody (Virginia tech); Kevin Choi (deloitte)
TitleImproving Temporal Knowledge Graph Reasoning with Hierarchical Semantic-Aware Contrastive Learning
AuthorsRenning 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 )
TitleInconsistent Reasoning Attacks to Identify Weaknesses in Automatic Scientific Claim Verification Tools
AuthorsMd Athikul Islam (Boise State University)*; Noel Ellison (Boise State University); Bishal Lakha (Boise State University); Edoardo Serra (Boise State University )
TitleInfoClus: Informative Clustering of High-dimensional Data Embeddings
AuthorsFuyin Lai (Ghent University)*; Edith Heiter (Ghent University); Guillaume Bied (Ghent University); Jefrey Lijffijt (Ghent University)
TitleIntentBreaker: Intent-Adaptive Jailbreak Attack on Large Language Models
AuthorsShengnan Guo (Wuhan University)*; Yuchen Zhai (Wuhan University); Shenyi Zhang (Wuhan University); Lingchen Zhao ( Wuhan University); Zhangyi Wang (Wuhan University)
TitleInterpretable Hybrid-Rule Temporal Point Processes
AuthorsYunyang Cao (Tongji University); Juekai Lin (Tongji University); Hongye Wang (Tongji University); Wenhao Li ( Tongji University); Bo Jin (Tongji University)*
TitleInterpretable Instance-Based Learning through Pairwise Distance Trees
AuthorsAndrea Fedele (University of Pisa)*; Alessio Cascione (University of Pisa); Riccardo Guidotti (University of Pisa); Cristiano Landi (University of Pisa)
TitleJKDM: A Joint Structural and Semantic Diffusion-Generated Knowledge Completion Model
AuthorsWendong Zhang (Xinjiang University); Haoqi Chen (Xinjiang University); Song Yu ( Central South University)*
TitleKANITE: Kolmogorov–Arnold Networks for ITE estimation
AuthorsEshan Mehendale (Sony Research,India); Abhinav Thorat (Sony Research, India)*; Ravi Kolla (Sony Research,India); Niranjan Pedanekar (Sony Research,India)
TitleLate Fusion Multiple Kernel Clustering Refined via Optimal Linear Graph Filtering
AuthorsHenghui Jiang (Shanxi University); Yiqing Guo (Shanxi University); Yan Chen (Taiyuan University of Technology); Liang Du (Shanxi University)*
TitleLattice Climber: Adversarial attacks for randomized mixtures of classifiers
AuthorsLucas Gnecco Heredia (Université Paris Dauphine - PSL)*; Benjamin Negrevergne (Université Paris Dauphine - PSL); Yann Chevaleyre ( Université Paris Dauphine - PSL)
TitleLearnable Diffusion for Wavelets in Scattering Networks: Towards both Interpretability and Performance in Graph Representation Learning
AuthorsToan Tran (Hanoi University of Science and Technology)*; HungSon Nguyen (Mathematics, Informatics and Applied Mathematics, University of Warsaw)
TitleLearning from Stochastic Teacher Representations using Student-Guided Knowledge Distillation
AuthorsMuhammad 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)
TitleLearning Overspecified Gaussian Mixtures Exponentially Fast with the EM Algorithm
AuthorsZhenisbek Assylbekov (Purdue University Fort Wayne)*; Alan Legg (Purdue University Fort Wayne); Artur Pak (Nazarbayev University)
TitleLearning Submodular Sequencing from Samples
AuthorsJing Yuan (University of North Texas); Qi Cai (University of North Texas); Xin Gao (University of North Texas); Shaojie Tang (University at Buffalo)*
TitleLeveraging Gradient Information for Out-of-Domain Performance Estimations
AuthorsEkaterina khramtsova (University of Queensland); Mahsa Baktashmotlagh (University of Queensland)*; Guido Zuccon (University of Queensland); Mathieu Salzmann (EPFL)
TitleLeveraging Homophily under Local Differential Privacy for Effective Graph Neural Networks
AuthorsYule 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)
TitleLeveraging Student Profiles and the Mamba Framework to Enhance Knowledge Tracing
AuthorsMingxing 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)
TitleLocalized Heat Kernel for Graph Neural Networks
AuthorsTaoyang Qin (Nanjing University of Posts and Telecommunications)*; Ke-Jia Chen (Nanjing University of Posts and Telecommunications); Zheng Liu (Nanjing University of Posts and Telecommunications)
TitleLoss Functions in Diffusion Models: A Comparative Study
AuthorsDibyanshu 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)
TitleMachine Unlearning for Random Forests via Method of Images
AuthorsHang Zhang (Nanjing University)*; KaiMing Ting (Nanjing University)
TitleMAINLE: a Multi-Agent, Interactive, Natural Language Local Explainer of Classification Tasks
AuthorsPaulo 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 )
TitleMalGPT: A Generative Explainable Model for Malware Binaries
AuthorsMohd Saqib (McGill University); Benjamin C. M. Fung (McGill University)*; Steven H. H. Ding (McGill University); Philippe Charland (Defence R&D Canada)
TitleMASCOTS: Model-Agnostic Symbolic COunterfactual explanations for Time Series
AuthorsDawid 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)
TitleMCMC for Bayesian Estimation of Differential Privacy from Membership Inference Attacks
AuthorsCeren Yıldırım (Sabancı University)*; Kamer Kaya (Sabancı University); Erkay Sava_ (Sabancı University); Sinan Yıldırım (Sabancı University)
TitleMEAN: Multi-Expert Adaptive Network For Customer Lifetime Value Prediction
Authorskelin Liu (Tencent); yao zhou (Tencent)*; bin liu (CQUPT); hanjing su (Tencent); shouzhi chen (Tencent)
TitleMemory-enhanced Invariant Prompt Learning for Urban Flow Prediction under Distribution Shifts
AuthorsHaiyang 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)
TitleMerging Embedded Topics with Optimal Transport for Online Topic Modeling on Data Streams
AuthorsFederica 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)
TitleMissing but not Missed: On Learnability Under Imputation
AuthorsAndrea Campagner (Università degli Studi di Milano-Bicocca)*
TitleMotiPlus and MotiSet: Discovering the Best Set of Motiflets in Time Series
AuthorsLen Feremans (Universiteit Antwerpen)*; Patrick Schäfer (Humboldt-University at Berlin); Wannes Meert (KU Leuven)
TitleMPG: An Efficient Multi-Scale Point-Based GNN for Non-Uniform Meshes
AuthorsQinxin Wu (Zhejiang University)*; Pengwei Liu (Zhejiang University); Xingyu Ren (Zhejiang University); Dong Ni (Zhejiang University)
TitleMulti-Class and Multi-Task Strategies for Neural Directed Link Prediction
AuthorsClaudio Moroni (Dedagroup); Claudio Borile (CENTAI Institute)*; Carolina Mattsson (CENTAI Institute); Michele Starnini (CENTAI Institute); André Panisson (CENTAI Institute)
TitleMultivariate Time Series Anomaly Prediction Based on Forecasting and Reconstruction Using Transformer with Temporal and Feature-wise Attention
AuthorsChihiro Maru (Chuo University)*; Masato Oguchi (Ochanomizu University); Ichiro Kobayashi (Ochanomizu University)
TitleOn Training Survival Models with Scoring Rules
AuthorsPhilipp Kopper (LMU Munich); David Ruegamer (LMU Munich); Raphael Sonabend (Imperial College London); Bernd Bischl (LMU Munich); Andreas Bender (LMU Munich)*
TitleOn Trustworthy Rule-Based Models and Explanations
AuthorsMohamed SIALA (INSA Toulouse & LAAS-CNRS)*; Jordi Planes (University of Lleida); Joao Marques-Silva (ICREA)
TitleOptimizing and Tuning Fairness in Machine Learning: An Augmented Lagrangian Method with a Performance Budget
AuthorsMichele Fontana (Università di Pisa)*; Francesca Naretto (Università di Pisa); Anna Monreale (Università di Pisa)
TitleOptimizing the Optimal Weighted Average: Efficient Distributed Sparse Classification
AuthorsFred 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)
TitleP2NIA: Privacy-Preserving Non-Interactive Auditing
AuthorsJade Garcia Bourrée (Inria)*; Hadrien Lautraite (UQÀM); Sébastien Gambs (UQÀM); Gilles Tredan (CNRS); Erwan Le Merrer (Inria); Benoît Rottembourg (Inria)
TitlePAR-AdvGAN: Improving Adversarial Attack Capability with Progressive Auto-Regression AdvGAN
AuthorsJiayu 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)*
TitlePareto Multi-Objective Alignment for Language Models
AuthorsQiang He (Ruhr University, Bochum)*; Setareh Maghsudi (Ruhr University, Bochum)
TitlePipeQS: Pipeline-Based Adaptive Quantization and Staleness-Aware Distributed GNN Training System
AuthorsDonghang Wu (Xiamen University, China)*; Lian Shen (Xiamen University, China); Changzhi Jiang (Xiamen University, China); Yanhao Li (Xiamen University, China); Xiangrong Liu (Xiamen University, China)
TitlePresent and Future Generalization of Synthetic Image Detectors
AuthorsPablo Bernabeu-Perez (Barcelona Supercomputing Center)*; Enrique Lopez-Cuena (Barcelona Supercomputing Center); Dario Garcia-Gasulla (Barcelona Supercomputing Center)
TitleProgressive Dual-Space Discovering of Unknowns for Source-Free Open-Set Domain Adaptation
AuthorsQianshan Zhan (University of Manchester)*; Qian Wang (Luca Healthcare R&D); Xiao-Jun Zeng (University of Manchester)
TitleProjective Pruning for Decoupling Weights
AuthorsAlexander Kovalenko (Czech Technical University in Prague)*; Tommy Chu (Czech Technical University in Prague)
TitlePromptDSI: Prompt-based Rehearsal-free Continual Learning for Document Retrieval
AuthorsTuan-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)
TitlePrompting without Panic:Attribute-aware Zero-shot Calibration at Test-Time
AuthorsRamya 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)
TitleProvably Accurate Adaptive Sampling for Collocation Points in Physics-informed Neural Networks
AuthorsAntoine 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)
TitleQuality-Preserving Extreme Image Compression: Using Interpretable Conditioning Inputs with Diffusion Models
AuthorsShayan 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)
TitleQueryable and Interpretable PU Learning through Probabilistic Circuits
AuthorsSieben 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)
TitleRAE: A Rule-Driven Approach for Attribute Embedding in Property Graph Recommendation
AuthorsSibo Zhao (Huazhong Agricultural University)*; Michael Bewong (Charles Sturt University); Selasi Kwashie (Charles Sturt University); Junwei Hu (Huazhong Agricultural University ); Zaiwen Feng (Huazhong Agricultural University)
TitleRandomAD: A Random Kernel-based Anomaly Detector for Time Series
AuthorsWenjie Xi (George Mason University)*; Jessica Lin (George Mason University)
TitleRedefining Fairness: A Multi-dimensional Perspective and Integrated Evaluation Framework
AuthorsZichong 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)*
TitleReDeLEx: A Framework for Relational Deep Learning Exploration
AuthorsJakub Pele_ka (Czech Technical University in Prague)*; Gustav _ír (Czech Technical University in Prague)
TitleRethinking Graph Domain Adaptation: A Spectral Contrastive Perspective
AuthorsHaoyu 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))
TitleRevisiting Applicable and Comprehensive Knowledge Tracing in Large-Scale Data
AuthorsYiyun Zhou (Zhejiang University); Wenkang Han (Zhejiang University); Jingyuan Chen ( Zhejiang University)*
TitleRevisiting Cross-Modal Knowledge Distillation: A Disentanglement Approach for RGBD Semantic Segmentation
AuthorsRoger Ferrod (University of Turin)*; Cassio Fraga Dantas (INRAE); Luigi Di Caro (University of Turin); Dino Ienco (INRAE)
TitleRevisiting Multi-modal Emotion Learning with Broad State Space Models and Probability-guidance Fusion
AuthorsYuntao 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)
TitleReward Shaping for User Satisfaction
AuthorsKonstantina 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)
TitleRight on Time: Revising Time Series Models by Constraining their Explanations
AuthorsMaurice Kraus (TU-Darmstadt)*; David Steinmann (TU-Darmstadt); Antonia Wüst (TU-Darmstadt); Andre Kokozinski (TU-Darmstadt); Kristian Kersting (TU-Darmstadt)
TitleRobust Gaussian Process Regression with Huber Likelihood and Projection Pursuit
AuthorsPooja Algikar (Virginia Tech)*; Lamine Mili (Virginia Tech)
TitleSafe Screening Rules for Group SLOPE
AuthorsRunxue Bao (University of Pittsburgh)*; Quanchao Lu (Georgia Institute of Technology); Yanfu Zhang (William and Mary)
TitleSample and Expand: Discovering Low-rank Submatrices With Quality Guarantees
AuthorsMartino Ciaperoni (Aalto University)*; Aristides Gionis (KTH Royal Institute of Technology); Heikki Mannila (Aalto University)
TitleScaling multi-label conformal prediction with label interactions for a large number of labels
AuthorsGhassan Najjar (Safran)*; Céline Berthou (Safran); Héléna Vorobieva (Safran)
TitleSelf-Balancing, Memory Efficient, Dynamic Metric Space Data Maintenance, for Rapid Multi-Kernel Estimation
AuthorsAditya Ellendula (University of Texas at Austin)*; Chandrajit Bajaj (University of Texas at Austin)
TitleSelf-generated Cross-modal Prompt Tuning
Authorsguiming 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)*
TitleSelf-Improvement for Computerized Adaptive Testing
AuthorsYannick Rudolph (Leuphana University)*; Kai Neubauer (Leuphana University); Ulf Brefeld (Leuphana University)
TitleSingle-fold Distillation for Diffusion models
AuthorsChi 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)
TitleSmooth InfoMax - Towards Easier Post-Hoc Interpretability
AuthorsFabian Denoodt (University of Antwerp, imec-IDLab)*; Bart de Boer (Vrije Universiteit Brussel); José Oramas (University of Antwerp)
TitleSODA: Out-of-Distribution Detection in Domain-Shifted Point Clouds via Neighborhood Propagation
AuthorsAdam 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)
TitleSpectral Distribution Alignment for Enhanced Generalization in Regression
AuthorsKaiyu Guo (University of Queensland)*; Zijian Wang (University of Queensland); Brian Lovell (University of Queensland); Mahsa Baktashmotlagh (University of Queensland)
TitleSpeech-to-Visualization: Toward End-to-End Speech-Driven Data Visualization Generation from Natural Language Questions
AuthorsHaodi Zhang (Shenzhen University); Xinhe Zhang (Shenzhen University); Jihua Zhou (Shenzhen University); Kaishun Wu (HKUST(GZ_); Yuanfeng Song (WeBank)*; Raymond Chi-Wing Wong (HKUST)
TitleST-LoRA: Low-rank Adaptation for Spatio-temporal Forecasting
AuthorsWeilin 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))*
TitleStable Vision Concept Transformers for Medical Diagnosis
AuthorsLijie Hu (KAUST); Songning Lai (HKUST(GZ))*; Yuan Hua (Tsinghua University); Shu Yang (KAUST); Jingfeng Zhang (the University of Auckland); Di Wang (KAUST)
TitleStealing Data from Active Party in Vertical Split Learning
AuthorsYaxin 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)
TitleStimulating Catastrophic Forgetting in Class-wise Unlearning via UAP
AuthorsWenxing 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)
TitleSubgraph Gaussian Embedding Contrast for Self-Supervised Graph Representation Learning
AuthorsShifeng XIE (Telecom Paris); Aref EINIZADE (Telecom Paris); Jhony H. Giraldo (Telecom Paris)*
TitleSVEBI: Towards the Interpretation and Explanation of Spiking Neural Networks
AuthorsJasper 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)*
TitleTAMIS: Tailored Membership Inference Attacks on Synthetic Data
AuthorsPaul 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)
TitleTarget-adaptive Structure-Semantic Consistency for Unsupervised Graph Domain Adaptation
AuthorsYan 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)
TitleTask Prompt Vectors: Effective Initialization through Multi-Task Soft Prompt Transfer
AuthorsRóbert 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)
TitleText-Oriented Modal Dual-Interaction for Social Media Multimodal Relation Extraction
AuthorsYachuan Zhang (East China University of Science and Technology); Yi Guo (East China University of Science and Technology )*
TitleThe Densest SWAMP problem: subhypergraphs with arbitrary monotonic partial edge rewards
AuthorsVedangi 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)
TitleThe Local Convexification Method and its Application to Learning Weakly Convex Boolean Functions
AuthorsEike 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)
TitleThe Role of Transformer Architecture in the Logic-as-Loss Framework
AuthorsMattia Medina Grespan (University of Utah)*; Vivek Srikumar (University of Utah)
TitleThe Vanishing Empirical Variance in Randomly Initialized Deep ReLU Networks
AuthorsMicha_ Grzejdziak (Nomagic); David Tax (Delft University of Technology); Marco Loog (Radboud University)*
TitleTime-varying Gaussian Process Bandit Optimization with Experts: no-regret in logarithmically-many side queries
AuthorsEliabelle Mauduit (ENSTA Paris)*; Eloïse Berthier (ENSTA Paris); Andrea Simonetto (ENSTA Paris)
TitleTopology-Aware Hierarchical Graph Diffusion Model for Molecular Graph Generation
AuthorsRongshen He (Lanzhou University); Abubakar Zakari (fashable); Qinru Yang (Lanzhou University); Jiaqi Luo (Lanzhou University); Changsheng Ma (Lanzhou University)*
TitleTowards Better Generalization and Interpretability in Unsupervised Concept-Based Models
AuthorsFrancesco 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)
TitleTowards Deeper GCNs: Alleviating Over-smoothing via Iterative Training and Fine-tuning
AuthorsFurong 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)
TitleTowards Interpretable Adversarial Examples via Sparse Adversarial Attack
AuthorsFudong 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)
TitleTowards Unifying Feature Interaction Models for Click-Through Rate Prediction
AuthorsYu 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)
TitleTransformer with Sparse Adaptive Mask for Network Dismantling
AuthorsYu 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))*
TitleTree-based OWL Class Expression Learner over Large Knowledge Graphs
AuthorsCaglar Demir (University Paderborn); Moshood Yekini (University Paderborn); Michael Röder (University Paderborn)*; Yasir Mahmood (University Paderborn); Axel-Cyrille Ngonga Ngomo (University Paderborn)
TitleTreeDiffusion: Hierarchical Generative Clustering for Conditional Diffusion
AuthorsJorge da Silva Gonçalves (ETH Zurich)*; Laura Manduchi (ETH Zurich); Moritz Vandenhirtz (ETH Zurich); Julia E. Vogt (ETH Zurich)
TitleTSHAP: Fast and Exact SHAP for Explaining Time Series Classification and Regression
AuthorsThach Le Nguyen (University College Dublin)*; Georgiana Ifrim (University College Dublin)
TitleTwo-Stage Temporal Knowledge Graph Completion Based on Reinforcement Learning
AuthorsDong Li (Liaoning University)*; Yong Wei (Liaoning University); Xinyi Dong (Liaoning University); Jingyou Sun (Liaoning University); LinLin Ding (Liaoning University); Yue Kou (Northeastern University)
TitleUCB-driven Utility Function Search for Multi-objective Reinforcement Learning
AuthorsYucheng Shi (Trinity College Dublin)*; David Lynch (HUAWEI Ireland Research Centre); Alexandros Agapitos (HUAWEI Ireland Research Centre)
TitleUncertainty Quantification for Black-box LLMs via Star Graphs Connectivity: Exploring Alternatives for Semantic Density
AuthorsZhaoye 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)
TitleUncertainty-Aware Metabolic Stability Prediction with Dual-View Contrastive Learning
AuthorsPeijin 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)
TitleUnderstanding and Improving Laplacian Positional Encodings For Temporal GNNs
AuthorsYaniv 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)
TitleUnderstanding the Trade-offs in Accuracy and Uncertainty Quantification: Architecture and Inference Choices in Bayesian Neural Networks
AuthorsAlisa Sheinkman (University of Edinburgh)*; Sara Wade (University of Edinburgh)
TitleUnified Framework for Pre-trained Neural Network Compression via Decomposition and Optimized Rank Selection
AuthorsAli AGHABABAEI HARANDI (Université Grenoble Alpes)*; Massih-Reza AMINI (Université Grenoble Alpes)
TitleUnimodal Strategies in Density-Based Clustering
AuthorsOron Nir (Microsoft)*; Jay Tenenbaum (Microsoft); Ariel Shamir (Reichman University)
TitleUnsupervised Surrogate Anomaly Detection
AuthorsSimon Klüttermann (TU Dortmund)*; Tim Katzke (TU Dortmund University); Emmanuel Müller (TU Dortmund University)
TitleUnveiling the Hidden: Movie Genre and User Bias in Spoiler Detection
AuthorsHaokai 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)
TitleVariance-Aware Noisy Training: Hardening DNNs against Unstable Analog Computations
AuthorsXiao Wang (Heidelberg University)*; Hendrik Borras (Heidelberg University); Bernhard Klein (Heidelberg University); Holger Fröning (Heidelberg University)
TitleVariance-Based Defense Against Blended Backdoor Attacks
AuthorsSujeevan Aseervatham (Orange)*; Achraf Kerzazi (Orange); Younès Bennani (Université Sorbonne Paris Nord, LIPN, UMR 7030 CNRS)
TitleViability of Future Actions: Robust Safety in Reinforcement Learning via Entropy Regularization
AuthorsPierre-François Massiani (RWTH Aachen University); Alexander von Rohr (RWTH Aachen University)*; Lukas Haverbeck (RWTH Aachen University); Sebastian Trimpe (RWTH Aachen University)
TitleVideo-DPRP: A Differentially Private Approach for Visual Privacy-Preserving Video Human Activity Recognition
AuthorsAllassan 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)
TitleVoronoi Diagram Encoded Hashing
AuthorsYang Xu (Nanjing University)*; Kaiming Ting (Nanjing University)
TitleWeight-Rounding Error in Deep Neural Networks
AuthorsJiri Sima (Institute of Computer Science of the Czech Academy of Sciences)*; Petra Petra Vidnerova ( Institute of Computer Science of the Czech Academy of Sciences)
TitleWhat Large Language Models Do Not Talk About: An Empirical Study of Moderation and Censorship Practices
AuthorsSander 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)
TitleZero-Shot Detection of LLM-Generated Code via Approximated Task Conditioning
AuthorsMaor Ashkenazi (Ben-Gurion University of the Negev)*; Ofir Brenner (Tel-Aviv University); Tal Furman (Deep Instinct); Eran Treister (Ben-Gurion University of the Negev)