| Title | AeroINR: Meta-learning for efficient generation of aerodynamic geometries |
| Authors | Tom Bamford (University of Southampton)*, David Toal (University of Southampton), Andy Keane (University of Southampton) |
| Title | Job Title Prediction as A Dual Task of Expertise Prediction in Open Source Software |
| Authors | Xin Liu (East China Normal University), Wang Yu (East China Normal University), Qiwen Dong (East China Normal University), Xuesong Lu (East China Normal University)* |
| Title | Multiple Hypergraph Learning for Ephemeral Group Recommendation |
| Authors | Rui Zhao (University of Chinese Academy of Sciences, Beijing, China), Beihong Jin (Institute of Software, Chinese Academy of Sciences)*, Yimin Lv (Institute of Software, Chinese Academy of Sciences；University of Chinese Academy of Sciences), Yiyuan Zheng (Institute of Software Chinese Academy of Sciences), Weijiang Lai (Institute of Software, Chinese Academy of Science) |
| Title | Learning Optimal Linear Precoding for Cell-Free Massive MIMO with GNN |
| Authors | Benjamin Parlier (Centrale-Supélec), Lou Salaün (Nokia Bell Labs)*, Hong Yang (Nokia Bell Labs) |
| Title | Bandits for Sponsored Search Auctions under Unknown Valuation Model: Case Study in E-Commerce Advertising |
| Authors | Danil Provodin (TU Eindhoven)*, Jeremie Joudioux (Zalando SE), Eduard Duryev (Zalando SE) |
| Title | Fast and Adaptive Questionnaires for Voting Advice Applications |
| Authors | Fynn S. Bachmann (Universität Zürich)*, Cristina Sarasua (UZH), Abraham Bernstein (University of Zurich) |
| Title | Multi-Intent Driven Contrastive Sequential Recommendation |
| Authors | Yiyuan Zheng (Institute of Software Chinese Academy of Sciences), Beibei Li (College of Computer Science, Chongqing University), Beihong Jin (Institute of Software, Chinese Academy of Sciences)*, Rui Zhao (University of Chinese Academy of Sciences, Beijing, China), Weijiang Lai (Institute of Software, Chinese Academy of Science), Tao Xiang (Chongqing University) |
| Title | Multiplex Community Detection for Resilient Electrical Segmentation Enabling Management of an Increasingly Complex Power Grid |
| Authors | Noureddine Henka (L2S)*, Sami Tazi (RTE), Mohamad Assaad (L2S) |
| Title | SAGS-DynamicBio: Integrating Semantic-Aware and Graph Structure-Aware Embedding for Dynamic Biological Data with Knowledge Graphs |
| Authors | Yao Liu (Beihang university)*, Yongfei Zhang (Beihang University), Xin Wang (Tsinghua University) |
| Title | BiCAE - A Bimodal Convolutional Autoencoder for Seed Purity Testing |
| Authors | Maksim Kukushkin (Leipzig University)*, Martin Bogdan (Leipzig University), Thomas Schmid (Martin-Luther-Universität Halle-Wittenberg) |
| Title | Intent Enhanced Self-Supervised Hypergraph Learning for Session-Based Recommendation |
| Authors | Xiu FANG (Donghua University), Yonggang Wu (Donghua University)*, Jinhu Lu (Donghua University), Guohao Sun (Donghua university), Xiaoyu Gu (Donghua university), Yong Zhan (Qindao Feixiong Lingxian Technology Co.) |
| Title | VulEXplaineR: XAI for Vulnerability Detection on Assembly Code |
| Authors | Samaneh Mahdavifar (University of New Brunswick (UNB))*, Mohd Saqib (McGill University), Benjamin C. M. Fung (McGill University), Philippe Charland (Mission Critical Cyber Security Section, Defence R&,D Canada - Valcartier), Andrew Walenstein ( BlackBerry Limited) |
| Title | Asymmetric Graph-based Deep Reinforcement Learning for Portfolio Optimization |
| Authors | Haoyu H Sun (Tongji University)*, Xin Liu (Tongji University), Yuxuan Bian (The Chinese University of Hong Kong), Peng Zhu (Tongji University ), Dawei Cheng (Tongji University), Yuqi Liang (Seek Data Group, Emoney Inc) |
| Title | Offline Imitation of Badminton Player Behavior via Experiential Contexts and Brownian Motion |
| Authors | Kuang-Da Wang (National Yang Ming Chiao Tung University)*, Wei-Yao Wang (National Yang Ming Chiao Tung University), Ping-Chun Hsieh (National Yang Ming Chiao Tung University), Wen-Chih Chris Peng (NYCU CS ) |
| Title | GraphRPM: Risk Pattern Mining on Industrial Large Attributed Graphs |
| Authors | Sheng Tian (Ant Group)*, xintan zeng (ant), Yifei Hu (Ant Group), Baokun Wang (Ant Group), Yongchao Liu (Ant Group), Yue Jin (Ant Group), Changhua Meng (Ant Group), Chuntao Hong (Ant Group), Tianyi Zhang (Ant Group), Weiqiang Wang (Ant Group) |
| Title | Code Summarization with Project-Specific Features |
| Authors | Wang Yu (East China Normal University), Xin Liu (East China Normal University), Xuesong Lu (East China Normal University)*, Aoying Zhou (East China Normal University ) |
| Title | A Crystal Knowledge-enhanced Pre-training Framework for Crystal Property Estimation |
| Authors | Haomin Yu (Aalborg University), Yanru Song (East China Normal University), Jilin Hu (East China Normal University), Chenjuan Guo (ECNU), Bin Yang (East China Normal University)*, Christian S. Jensen (Aalborg University) |
| Title | Enhancing HVAC Control Efficiency: A Hybrid Approach Using Imitation and Reinforcement Learning |
| Authors | Kevlyn Kadamala (University of Galway)*, Des Chambers (University of Galway), Enda Barrett (University of Galway) |
| Title | Machine Learning Based Tool for Automated Sperm Cell Tracking and Sperm Bundle Detection |
| Authors | Jakub Hořenín (Faculty of Information Technology, Czech Technical University in Prague), Veronika Magdanz (University of Waterloo), Islam Khalil (University of Twente), Alexander Kovalenko (Faculty of Information Technology, Czech Technical University in Prague), Miroslav Čepek (Faculty of Information Technology, Czech Technical University in Prague)* |
| Title | Time Series Clustering for Enhanced Dynamic Allocation in A/B Testing |
| Authors | Emmanuelle Claeys (IRIT)*, Myriam Maumy (UTT), Pierre Gançarski (University of Strasbourg) |
| Title | DiffSynth: Latent In-Iteration Deflickering for Realistic Video Synthesis |
| Authors | Zhongjie Duan (East China Normal University)*, Lizhou You (Xiamen University), Chengyu Wang (Alibaba Group), Cen Chen (East China Normal University), Ziheng Wu (Alibaba Group), Weining Qian (East China Normal University), Jun Huang (Alibaba Group) |
| Title | DISCO: An End-to-End Bandit Framework for Personalised Discount Allocation |
| Authors | Jason Shuo Zhang (ASOS), Benjamin M Howson (Imperial College London), Panayiota Savva (ASOS), Eleanor Loh (ASOS)* |
| Title | Boosting Patient Representation Learning via Graph Contrastive Learning |
| Authors | zhenhao zhang (Northwest A&,F University), Yuxi Liu (University of Florida)*, Jiang Bian (University of Florida), Antonio Jimeno Yepes (RMIT), Jun Shen (University of Wollongong), Fuyi Li (University of Adelaide), Guodong Long (University of Technology Sydney), Flora D. Salim (University of New South Wales) |
| Title | Spatial-Temporal PDE Networks for Traffic Flow Forecasting |
| Authors | Tianshu Bao (Vanderbilt University)*, Hua Wei (Arizona State University), Junyi Ji (Vanderbilt University), Daniel Work (Vanderbilt University), Taylor T Johnson (Vanderbilt University) |
| Title | BESTMVQA: A Benchmark Evaluation System for Medical Visual Question Answering |
| Authors | Xiaojie Hong (Xiamen University)*, Zixin Song (XiaMen University), Liangzhi Li (Meetyou AI Lab), Xiaoli Wang (Xiamen University), Feiyan Liu (Xiamen University) |
| Title | Self-SLAM: A Self Supervised Learning Based Annotation Method to reduce labelling overhead |
| Authors | Alfiya M. H. Shaikh (BITS PILANI K K BIRLA GOA CAMPUS)*, Kshitish Ghate (Carnegie Mellon University), Hrithik Nambiar (BITS PILANI K K BIRLA GOA CAMPUS), Swarnali Banik (BITS PILANI K K BIRLA GOA CAMPUS), Sougata Sen (BITS Pilani, Goa), Surjya Ghosh (BITS Pilani Goa Campus), Vaskar Raychoudhury (Miami University), Niloy Ganguly (IIT Kharagpur), Snehanshu Saha (BITS Pilani Goa Campus) |
| Title | Synthesis of Standard 12-lead ECG from Single-lead ECG using Shifted Diffusion Models |
| Authors | Jingwei Liu (Peking University)*, Hongyan Li (Peking University), Shenda Hong (Peking University) |
| Title | MedSyn: LLM-based Synthetic Medical Text Generation Framework |
| Authors | Gleb Kumichev (MIL Team)*, Pavel Blinov (Sber AI Lab), Yulia Kuzkina (MIL Team), Vasily Goncharov (MIL Team), Galina Zubkova (Sber AI Lab), Nikolai Zenovkin (MIL Team), Aleksei Goncharov (MIL Team), Andrey V. Savchenko (HSE University) |
| Title | Reinforcement learning meets microeconomics: Learning to designate price-dependent supply and demand for automated trading |
| Authors | Łukasz E Lepak (Warsaw University of Technology)*, Paweł Wawrzyński (IDEAS NCBR) |
| Title | A Merge Sort Based Ranking System for the Evaluation of Large Language Models |
| Authors | Li Chenchen (Ant Financial Services Group), Linfeng Shi (Ant Financial Services Group), Chunyi Zhou (Ant Financial Services Group), Zhaoxin Huan (Ant Financial Services Group), Chengfu Tang (Ant Financial Services Group), Xiaolu Zhang (Ant Financial Services Group), Xudong Wang (Ant Financial Services Group), Jun Zhou (Ant Services Group ), Song Liu (Ant Financial Services Group)* |
| Title | Contrastive Learning Enhanced Diffusion Model for Improving Tropical Cyclone Intensity Estimation with Test-time Adaptation |
| Authors | Ziheng Zhou (Tsinghua University), Haojia Zuo (Tsinghua University), Ying Zhao (" Tsinghua University, China")*, Wenguang Chen (Tsinghua University) |
| Title | Guiding Catalogue Enrichment with User Queries |
| Authors | Yupei Du (Utrecht University)*, Jacek Golebiowski (Amazon Research), Philipp Schmidt (Amazon Research), Ziawasch Abedjan (TU Berlin) |
| Title | Solving a Real-World Optimization Problem Using Proximal Policy Optimization with Curriculum Learning and Reward Engineering |
| Authors | Abhijeet Pendyala (Ruhr Universität Bochum)*, Asma Atamna (Ruhr-University Bochum), Tobias Glasmachers (Ruhr-University Bochum) |
| Title | Multi-spectral Gradient Residual Network For Haze Removal In Multi-sensor Remote Sensing Imagery |
| Authors | Xian Yang (North Carolina State University)*, Ranga Raju Vatsavai (North Carolina State University) |
| Title | Missing Data Imputation: Do Advanced ML/DL Techniques Outperform Traditional Approaches? |
| Authors | Youran Zhou (Deakin University)*, Mohamed Reda Bouadjenek (Deakin University), Sunil Aryal (Deakin University) |
| Title | Boosting Protein Language Models with Negative Sample Mining |
| Authors | Yaoyao Xu (The Chinese University of HongKong(Shenzhen))*, Xinjian Zhao (The Chinese University of Hong Kong, Shenzhen), Xiaozhuang Song (The Chinese University of Hong Kong, Shenzhen), benyou wang (The Chinese University of Hong Kong, Shenzhen), Tianshu Yu (Chinese University of Hong Kong (Shenzhen)) |
| Title | Spoofing Transaction Detection with Group Perceptual Enhanced Graph Neural Network |
| Authors | Le Kang (Tsinghua University)*, Tai-Jiang Mu (Tsinghua University), Xiaodong Ning (Zhengzhou Commodity Exchange) |
| Title | DistALANER: Distantly Supervised Active Learning Augmented Named Entity Recognition in the Open Source Software Ecosystem |
| Authors | Somnath Banerjee (IIT Kharagpur)*, Avik Dutta (IIT Kharagpur), Aaditya Agrawal (IIT Kharagpur), Rima Hazra (Singapore University of Technology and Design), Animesh Mukherjee (Indian Institute of Technology, Kharagpur India - 721101) |
| Title | Enhancing Multi-Objective Optimization through Machine Learning-Supported Multiphysics Simulation |
| Authors | Diego Botache (University of Kassel)*, Jens Decke (Universität Kassel), Franz Goetz-Hahn (University of Kassel), Winfried Ripken (Merantix Momentum), Abhinay Dornipati (University of Kassel), Mohamed Ayeb (University of Kassel), Bernhard Sick (University of Kassel) |
| Title | Exceptional Subitizing Range: Exploring Mathematical Abilities of Finnish Primary School Children with Piecewise Linear Regression |
| Authors | Rianne M Schouten (Eindhoven University of Technology)*, Wouter Duivesteijn (TU Eindhoven), Pekka J. Rasanen (Turku Research Institute for Learning Analytics), Jacob Paul (The University of Melbourne), Mykola Pechenizkiy (TU Eindhoven) |
| Title | HPExplorer: XAI method to explore the relationship between hyperparameters and model performance |
| Authors | Yulia Grushetskaya (German Research Centre for Geosciences)*, Mike Sips ( German Research Centre for Geosciences), Reyko Schachtschneider ( German Research Centre for Geosciences), Mohammadmehdi Saberioon (German Research Centre for Geosciences), Akram Mahan (Potsdam Institute for Climate Impact Research) |
| Title | Unraveling Anomalies in Time: Unsupervised Discovery and Isolation of Anomalous Behavior in Bio-regenerative Life Support System Telemetry |
| Authors | Ferdinand Rewicki (German Aerospace Center (DLR))*, Jakob Gawlikowski (German Aerospace Center (DLR)), Julia Niebling (DLR e.V.), Joachim Denzler (Computer Vision Group, Friedrich Schiller University Jena, Germany) |
| Title | Spatial Transfer Learning for Estimating PM 2.5 in Data-poor Regions |
| Authors | Shrey Gupta (Emory University)*, Yongbee Park (Inkgle), Jianzhao Bi (University of Washington), Suyash Gupta (University of California, Berkeley), Andreas Züfle (Emory University), Avani Wildani (Emory University), Yang Liu (Emory University) |
| Title | PeersimGym: An Environment for Solving the Task Offloading Problem with Reinforcement Learning |
| Authors | Frederico Metelo (NOVA School of Science and Technology)*, Stevo Racković (Instituto Superior Tecnico), Pedro Ákos Costa (NOVA School of Science and Technology), Cláudia Soares (NOVA LINCS, Department of Computer Science, NOVA School of Science and Technology, Universidade NOVA de Lisboa, 2829-516 Caparica, Portugal.) |
| Title | Graph Machine Learning for fast product development from formulation trials |
| Authors | Manuel Dileo (University of Milan)*, Raffaele Olmeda (Intellico s.r.l.), Margherita Pindaro (Intellico s.r.l.), Matteo Zignani (Università degli Studi di Milano) |
| Title | LLMs in the Loop: Leveraging Large Language Model Annotations for Active Learning in Low-Resource Languages |
| Authors | Nataliia Kholodna (University of Passau), Sahib Julka (University of Passau)*, Mohammad Khodadadi (University of Passau), Muhammed Nurullah Gümüs (University Passau), Michael Granitzer (University of Passau) |
| Title | ExTea: An Evolutionary Algorithm-Based Approach for Enhancing Explainability in Time-Series Models |
| Authors | Yiran Huang (Karlsruhe Institute of Technology)*, Yexu Zhou (KIT), Haibin Zhao (Karlsruhe Institute of Technology), Likun Fang (Karlsruhe Institute of Technology), Till Riedel (Karlsruhe Institute of Technology), Michael Beigl (Karlsruhe Institute of Technology) |
| Title | Leveraging Foundation Models for Multi-modal Federated Learning with Incomplete Modality |
| Authors | Liwei Che (Rutgers University)*, Jiaqi Wang (Penn State University), Xinyue Liu (Dalian University of Technology), Fenglong Ma (Pennsylvania State University) |
| Title | MT-HCCAR: Multi-Task Deep Learning with Hierarchical Classification and Attention-based Regression for Cloud Property Retrieval |
| Authors | Xingyan Li (University of Maryland, Baltimore County)*, Andrew M Sayer (GESTAR II UMBC at NASA GSFC), Ian Carroll (GESTAR II UMBC at NASA GSFC), Xin Huang (Towson University), Jianwu Wang (University of Maryland, Baltimore County) |
| Title | Completing the App Promotion Graph with Symbolic Prompting |
| Authors | Zhongyu Ouyang (University of Notre Dame)*, Chunhui Zhang (Dartmouth College), Shifu Hou (University of Notre Dame), Shang MA (University of Notre Dame), Chaoran Chen (University of Notre Dame), Toby Li (University of Notre Dame), Xusheng Xiao (Arizona State University), Chuxu Zhang (Brandeis University), Yanfang Ye (University of Notre Dame) |
| Title | Advancing Solar Flare Prediction using Deep Learning with Active Region Patches |
| Authors | Chetraj Pandey (Georgia State University)*, Temitope Adeyeha (Georgia State University), Jinsu Hong (Georgia State University), Rafal Angryk (GEORGIA STATE UNIVERSITY), Berkay Aydin (Georgia State University) |
| Title | KAT5: Knowledge-Aware Transfer Learning with a Text-to-Text Transfer Transformer |
| Authors | Mohammad Golam Sohrab (National Institute of Advanced Industrial Science and Technology )*, Makoto Miwa (Toyota Technological Institute) |
| Title | Unbiased Recommendation through Invariant Representation Learning |
| Authors | Tang Min (Monash University Malaysia), Shujie Cui (Monash University), JIN ZHE (Anhui University), Shiuan-Ni Liang (Monash University Malaysia), Lixin Zou (Wuhan University)* |
| Title | Long-term Fairness in Ride-Hailing Platform |
| Authors | Yufan Kang (RMIT University)*, Jeffrey Chan (RMIT University), Wei Shao (data61, CSIRO ), Flora D. Salim (University of New South Wales), Christopher Leckie (University of Melbourne) |
| Title | Robust Interaction-based Relevance Modeling for Large Online E-Commerce Search |
| Authors | Ben Chen (Alibaba Group)*, Huangyu Dai (Alibaba), Xiang Ma (Alibaba Group), Wen Jiang (Alibaba Group), Wei Ning (Alibaba Group) |
| Title | Evaluating Vision Transformer Models for Visual Quality Control in Industrial Manufacturing |
| Authors | Miriam Alber (iteratec GmbH), Christoph Hönes (Hasso-Plattner Institute / University of Potsdam), Patrick Baier (Hochschule Karlsruhe) |
