| Paper Title | Author Names |
|---|---|
| Look Around! A Neighbor Relation Graph Learning Framework for Real Estate Appraisal | Chih-Chia Li (National Yang Ming Chiao Tung University); Wei-Yao Wang (National Yang Ming Chiao Tung University)*; Wei-Wei Du (Sony); Wen-Chih Peng (NYCU) |
| Multi-Time Window Ensemble and Maximization of Expected Return for Stock Movement Prediction | Kanghyeon Seo (Sogang University)*; Seungjae Lee (Sogang University); Woo Jin Cho (Semyung University); Yoojeong Song (Semyung University); Jihoon Yang (Sogang University) |
| AdaPQ: Adaptive Exploration Product Quantization with Adversary-aware Block Size Selection Toward Compression Efficiency | Yan-Ting Ye (National Taiwan University)*; Ting-An Chen (National Taiwan University); Ming-Syan Chen (National Taiwan University) |
| A Universal Non-Parametric Approach For Improved Molecular Sequence Analysis | Sarwan Ali (Georgia State University)*; Tamkanat E Ali (Lahore University of Management Sciences ); Prakash Chourasia (Georgia State University); Murray D Patterson (Georgia State University) |
| Enhancing Network Role Modeling: Introducing Attributed Multiplex Structural Role Embedding for Complex Networks | Lili Wang (Dartmouth College)*; Chenghan Huang (Millennium Management Llc); Ruiye A Yao (Penn State University); Chongyang Gao (Northwestern University); Weicheng Ma (Dartmouth College); Soroush Vosoughi (Dartmouth College) |
| APFL: Active-Passive Forgery Localization for Medical Image | Nan Wang (Nankai University)*; Shi Jiaqi (Nankai Univerisity); Liping Yi (Nankai University); Wang Gang (Nankai Univerisity); Ming Su (Nankai Univerisity); Liu Xiaoguang (Nankai Univerisity) |
| Ranking Enhanced Supervised Contrastive Learning for Regression | Ziheng Zhou (Tsinghua University); Ying Zhao (” Tsinghua University, China”)*; Haojia Zuo (Tsinghua University); Wenguang Chen (Tsinghua University) |
| QWalkVec: Node Embedding by Quantum Walk | Rei Sato (KDDI Research, Inc.)*; Shuichiro Haruta (KDDI Research, Inc.); Kazuhiro Saito (KDDI Research, Inc.); Mori Kurokawa (KDDI Research, Inc.) |
| Streaming Fair $k$-Center Clustering over Massive Dataset with Performance Guarantee | Zeyu Lin (Fuzhou University); Longkun Guo (Fuzhou University;Chinese Academy of Sciences Shenzhen Advanced Technology Academe)*; Chaoqi Jia (RMIT University) |
| DiffFind: Discovering Differential Equations from Time Series | Lalithsai Posam (Evergreen Valley High School); Shubhranshu Shekhar (Brandeis University)*; Meng-Chieh Lee (Carnegie Mellon University); Christos Faloutsos (CMU) |
| Geometrically-Aware Dual Transformer Encoding Visual and Textual Features for Image Captioning | Yu-Ling Chang ( National Cheng Kung University); Hao-Shang Ma (National Taichung University of Science and Technology)*; Shiou-Chi Li (National Cheng Kung University); Jen-Wei Huang (National Cheng Kung University) |
| Collaborative filtering in latent space: a Bayesian approach for cold-start music recommendation | Menglin Kong (Central South University); Li Fan (Xi’an Jiaotong-Liverpool University); Shengze Xu (The Chinese University of Hong Kong); Xingquan Li (Minnan Normal University); Muzhou Hou (Central South University); Cong Cao (Central South University)* |
| Mask Adaptive Spatial-Temporal Recurrent Neural Network for Traffic Forecasting | Xingbang Hu ( Harbin Institute of Technology (Shenzhen)); Shuo Zhang (HIT); Hejiao Huang (Harbin Institute of Technology (Shenzhen))* |
| Rethinking Personalized Federated Learning with Clustering-based Dynamic Graph Propagation | Jiaqi Wang (Penn State University)*; Yuzhong Chen (Visa research ); Yuhang Wu (Visa Inc.); Mahashweta Das (Visa Research); Hao Yang (Visa Research); Fenglong Ma (Pennsylvania State University) |
| Improving Anti-Money Laundering via Fourier-based Contrastive Learning | Meihan Tong (China National Clearing Center; Tsinghua University)*; Shuai Wang (Hashkey Tech); XinYu Chen (China National Clearing Center); Jinsong Bei (China National Clearing Center) |
| On Diverse and Precise Recommendations for Small and Medium-Sized Enterprises | Ludwig M. Zellner (LMU Munich)*; Simon Rauch (LMU Munich); Janina Sontheim (LMU Munich); Thomas Seidl (LMU Munich) |
| A New Loss for Image Retrieval: Class Anchor Margin | Alexandru Ghita (University of Bucharest); Radu Tudor Ionescu (University of Bucharest)* |
| DEAL: Data-Efficient Active Learning for regression under drift | Bela Hraban Böhnke (Karlsruher Institut für Technologie (KIT))*; Edouard Fouché (Karlsruhe Institute of Technology (KIT)); Klemens Böhm (Karlsruhe Institute of Technology (KIT)) |
| HMAR: Hierarchical Masked Attention for Multi-Behaviour Recommendation | Shereen Elsayed (University of Hildesheim)*; Ahmed Galal Ahmed Rashed (Volkswagen Financial Services); Lars Schmidt-Thieme (University of Hildesheim) |
| Evolving Super Graph Neural Networks for Large-scale Time-Series Forecasting | Hongjie Chen (Virginia Tech); Ryan A. Rossi (Adobe Research); Kanak Mahadik (Adobe Research); Sungchul Kim (Adobe); Hoda Eldardiry (Virginia Tech)* |
| Clustering-friendly Representation Learning for Enhancing Salient Features | toshiyuki oshima (Toshiba Corporation)*; Kentaro Takagi (Toshiba Corporation); Kouta Nakata ( Toshiba Corporation ) |
| Adversarial Learning of Group and Individual Fair Representations | Hao Liu (Hong Kong University of Science and Technology)*; Raymond Chi-Wing Wong (Hong Kong University of Science and Technology) |
| A Novel SegNet model for Crack Image Semantic Segmentation in Bridge Inspection | Rong Pang (Southwest Jiaotong University)*; Hao Tan (Chongqing Universtiy); Yan Yang (Southwest Jiaotong University); Xun Xu (I2R, A*STAR); Nanqing Liu (Southwest Jiaotong University); Peng Zhang (China Merchants Chongqing Road Engineering Inspection Center Co., Ltd.) |
| Residual Spatio-Temporal Collaborative Networks for Next POI Recommendation | Yonghao Huang (Chongqing University of Technology)*; Pengxiang Lan (Northestern University); Xiaokang Li (Chongqing University of Technology); Yihao Zhang (Chongqing University of Technology); kaibei li (Chongqing University of Technology) |
| ImMC-CSFL: Imbalanced Multi-view Clustering Algorithm Based On Common-Specific Feature Learning | Xiaocui Li (Huazhong University of Science and Technology)*; Yu Xiao (Hunan University of Technology and Business); Xinyu Zhang (Hunan University Of Technology and Business); Qingyu Shi (Hunan University of Technology and Business); Xiance Tang (Hunan University Of Technology and Business) |
| Spatial Gene Expression Prediction Using Multi-Neighborhood Network with Reconstructing Attention | Panrui Tang (Central South University)*; Zhang Zuping (Central South University); Cui Chen (CuiChen); Yubin Sheng (Central South University) |
| Query-decision Regression between Shortest Path and Minimum Steiner Tree | Guangmo Tong (University of Delaware)*; Peng Zhao (University of Delaware); Mina Samizadeh (University of Delaware) |
| Towards Nonparametric Topological Layers in Neural Networks | Gefei Shen (University of Washingtong); Dongfang Zhao (University of Washington)* |
| Projection-Free Bandit Convex Optimization over Strongly Convex Sets | Chenxu Zhang (Zhejiang University); Yibo Wang (Nanjing University); Peng Tian (State Grid Chongqing Electric Power Company); Xiao Cheng (State Grid Chongqing Electric Power Research Institute); Yuanyu Wan (Zhejiang University)*; Mingli Song (Zhejiang University) |
| KiProL: A Knowledge-Injected Prompt Learning Framework for Language Generation | Yaru Zhao (Beijing University of Posts and Telecommunications)*; Bo Cheng (Beijing University of Posts and Telecommunications); Yakun Huang (Beijing University of Posts and Telecommunications) |
| Semantic Completion: Enhancing Image-Text Retrieval with Information Extraction and Compression | Xue Chen (East China University of Science and Technology)*; Yi Guo (ecust) |
| AutoClues: Exploring Clustering Pipelines via AutoML and Diversification | Matteo Francia (DISI – University of Bologna); Joseph Giovanelli (University of Bologna)*; Matteo Golfarelli (DISI – University of Bologna) |
| Conditional Denoising Diffusion for Sequential Recommendation | Yu Wang (UIC)*; Zhiwei Liu (Salesforce); Liangwei Yang (University of Illinois at Chicago); Philip S Yu (UIC) |
| Enhancing Policy Gradient for Traveling Salesman Problem with Data Augmented Behavior Cloning | yunchao zhang (Qilu University of Technology); Kewen Liao (Australian Catholic University); Zhibin Liao (University of Adelaide); Longkun Guo (Fuzhou University;Chinese Academy of Sciences Shenzhen Advanced Technology Academe)* |
| Leveraging Transfer Learning for Enhancing Graph Optimization Problem Solving | Hui-Ju Hung (Pennsylvania State University)*; Wang-Chien Lee (Pennsylvania State University); Chih-Ya Shen (National Tsing Hua University); Fang He (Pennsylvania State University); Zhen Lei (Pennsylvania State University) |
| Dynamic GNNs for Precise Seizure Detection and Classification from EEG Data | Arash Hajisafi (University of Southern California)*; Haowen Lin (University of Southern California); Yao-Yi Chiang (University of Minnesota); Cyrus Shahabi (Computer Science Department. University of Southern California) |
| UIPC-MF: User-Item Prototype Connection Matrix Factorization for Explainable Collaborative Filtering | Lei Pan (National Tsing Hua University)*; Von-Wun Soo (Chang Gung university) |
| ScaleViz: Scaling Visualization Recommendation Models on Large Data | Ghazi Shazan Ahmad (IIIT Bangalore); Shubham Agarwal (Adobe Research); Subrata Mitra (Adobe Research)*; Ryan A. Rossi (Adobe Research); Manav K Doshi (IIT Bombay); Vibhor Porwal (Adobe Research); Syam Manoj Kumar Paila (IIT KGP) |
| Personalized EDM Subject Generation via Co-Factored User-Subject Embedding | Yu-Hsiu Chen (National Chiao Tung University); Zhi Rui Tam (National Chiao Tung University); Hong-Han Shuai (National Yang Ming Chiao Tung University)* |
| A Novel Population Graph Neural Network Based on Functional Connectivity for Mental Disorders Detection | Yuheng Gu (Ningbo University); Shoubo Peng (Ningbo University); Yaqin Li (Ningbo university); Yihong Dong (Ningbo University)* |
| GViG: Generative Visual Grounding using Prompt-based Language Modeling for Visual Question Answering | Yi-Ting Li (National Cheng Kung University)*; Ying-Jia Lin (National Cheng Kung University); Chia-Jen Yeh (National Cheng Kung University); ChunYi Lin (NCKU); Hung-Yu Kao (National Cheng Kung University) |
| Unlearnable Examples For Time Series | Yujing Jiang (University of Melbourne)*; Xingjun Ma (Fudan University); Sarah Erfani (University of Melbourne); James Bailey (THE UNIVERSITY OF MELBOURNE) |
| Weighted Chaos Game Representation For Molecular Sequence Classification | Taslim Murad (Georgia State University); Sarwan Ali (Georgia State University)*; Murray D Patterson (Georgia State University) |
| Enhancing Continuous Domain Adaptation with Multi-Path Transfer Curriculum | Hanbing Liu (Tsinghua University); Jingge Wang (Tsinghua University); Xuan Zhang (Tsinghua University); Ye Guo (Tsinghua Shenzhen International Graudate School); Yang Li (Tsinghua-Berkeley Shenzhen Institute, Tsinghua University)* |
| Spatial-Temporal Bipartite Graph Attention Network for Traffic Forecasting | Dimuthu Lakmal (University of Melbourne)*; Kushani Perera (University of Melbourne); Renata Borovica-Gajic (University of Melbourne); Shanika Karunasekera (The University of Melbourne, Australia) |
| Towards Multi-Subsession Conversational Recommendation | Yu Ji (Tongji University)*; Qi Shen (Tongji University); Shixuan Zhu (Tongji University); Hang Yu (Tongji University); Yiming Zhang (Tongji University); Chuan Cui (Tongji University); Zhihua Wei (Tongji University) |
| SASBO: Sparse Attack via Stochastic Binary Optimization | Yihan Meng (Department of Computer Science and Technology, Nanjing University, Nanjing 210023, China)*; Weitao Li (Department of Computer Science and Technology ，Nanjing University，Nanjing 210023，China); Lin Shang (Nanjing University) |
| Multi-Agent Reinforcement Learning for Online Placement of Mobile EV Charging Stations | Lo Pang-Yun Ting (National Cheng Kung University); Chi-Chun Lin (National Cheng Kung University); Shih-Hsun Lin (National Cheng Kung University); Yu-Lin Chu (National Cheng Kung University); Kun-Ta Chuang (National Cheng Kung University)* |
| MvRNA: A New Multi-view Deep Neural Network for Predicting Parkinson’s Disease | Lin Chen (School of Computing and Artificial Intelligence, Southwest Jiaotong University); Yuxin Zhou (School of Computing and Artificial Intelligence, Southwest Jiaotong University); Xiaobo Zhang ( School of Computing and Artificial Intelligence, Southwest Jiaotong University)*; Zhehao Zhang (School of Computing and Artificial Intelligence, Southwest Jiaotong University); hailong zheng (School of Computing and Artificial Intelligence Southwest Jiaotong University) |
| Path-Aware Cross-Attention Network for Question Answering | Ziye Luo (Harbin institution of technology); Ying Xiong (Harbin Institute of Technology¸Shenzhen); Buzhou Tang (Harbin Institute of Technology, Shenzhen)* |
| StyleAutoEncoder for manipulating image attributes using pre-trained StyleGAN | Andrzej Bedychaj (Jagiellonian University)*; Jacek Tabor (Jagiellonian University); Marek Smieja (Jagiellonian University) |
| Quantifying Opinion Rejection: A Method to Detect Social Media Echo Chambers | Kushani Perera (University of Melbourne)*; Shanika Karunasekera (The University of Melbourne, Australia) |
| Learning Disentangled Task-Related Representation for Time Series | Liping Hou (University of Chinese Academy of Sciences); Lemeng Pan (Huawei)*; Yicheng Guo (Huawei); Cheng Li (Huawei Technologies); Lihao Zhang (Huawei) |
| SD-Attack: Targeted Spectral Attacks on Graphs | Xianren Zhang (University of Cincinnati)*; Jing Ma (Case Western Reserve University); Yushun Dong (University of Virginia); Chen Chen (University of Virginia); Min Gao (Chongqing University); Jundong Li (University of Virginia) |
| MSTAN: A Multi-view Spatio-Temporal Aggregation Network Learning Irregular Interval User Activities for Fraud Detection | Wenbo Zhang (Harbin Institute of Technology (Shenzhen)); Shuo Zhang (HIT); Xingbang Hu (Harbin Institute of Technology (Shenzhen)); Hejiao Huang (Harbin Institute of Technology (Shenzhen))* |
| LEMT: A Label Enhanced Multi-task Learning Framework for Malevolent Dialogue Response Detection | Kaiyue Wang (Soochow University)*; Yang Fan (Soochow University); Yucheng Yao (Soochow University); Xiabing Zhou (soochow university) |
| False Negative Sample Aware Negative Sampling for Recommendation | Liguo Chen (College of Computer Science, Chongqing University); Zhigang Gong (Chongqing University); Hong Xie (University of Science and Technology of China)*; Mingqiang Zhou (College of Computer Science, Chongqing University) |
| Improving Structural and Semantic Global Knowledge in Graph Contrastive Learning with Distillation | mi wen (Shanghai University of Electric Power); Hongwei Wang (Shanghai University of Electirc Power)*; yunsheng xue (Shanghai University of Electric Power); yi wu (State Grid Shanghai Electric Power Co.,Ltd); hong wen (University of Electronic Science and Technology of China) |
| Modeling Treatment Effect with Cross-Domain Data | Bin Han (Ant Group); Ya-Lin Zhang (Ant Group)*; Lu Yu (Ant Group); Biying Chen (Ant Group); longfei li (Ant Financial Services Group ); Jun Zhou (Ant Services Group) |
| Multi-Task Contrastive Learning for Anomaly Detection on Attributed Networks | Junjie Zhang (Harbin Institute of Technology, Shenzhen)*; Yuxin Ding (Harbin Institute of Technolgoy (Shenzhen)) |
| SEE: Spherical Embedding Expansion for Improving Deep Metric Learning | Binh M. Le (Sungkyunkwan University); Simon S Woo (Sungkyunkwan University (SKKU))* |
| Multi-sourced Integrated Ranking with Exposure Fairness | Yifan Liu (Shanghai Jiao Tong University)*; Weiwen Liu (Huawei Noah’s Ark Lab); Wei Xia (Huawei Noah’s Ark Lab); Jieming Zhu (Huawei Noah’s Ark Lab); Weinan Zhang (Shanghai Jiao Tong University); Zhenhua Dong (Huawei Noah’s Ark Lab); Yang Wang (East China Normal University); Ruiming Tang (Huawei Noah’s Ark Lab); Rui Zhang (ruizhang.info); Yong Yu (Shanghai Jiao Tong University) |
| Graph-based Dynamic Preference Modeling for Personalized Recommendation | Jiaqi Wu (Nanjing University of Aeronautics and Astronautics); Yidan Xu (Nanjing University of Aeronautics and Astronautics); BoWen Zhang (南京航空航天大学); Zekun Xu (Nanjing University of Aeronautics and Astronautics); Bohan Li (Nanjing University of Aeronautics and Astronautics)* |
| LEAF: A Less Expert Annotation Framework with Active Learning | Maoliniyazi Aishan (Renmin University)*; Chaohong Ma (Renmin University of China); yingtao peng (renmin university of china); Xiaofeng Meng (Renmin University of China) |
| Communicative and Cooperative Learning for Multi-agent Indoor Navigation | Fengda Zhu (Monash)*; Vincent CS S Lee (Monash University); Rui Liu (University Technology of Sydney) |
| Two-Stage Knowledge Graph Completion based on Semantic Features and High-Order Structural Features | shimei luo (tianjin university)* |
| FR3LS: a Forecasting model with Robust and Reduced Redundancy Latent Series | Abdallah Aaraba (Université de Sherbrooke)*; Shengrui Wang (University of Sherbrooke); Jean-Marc Patenaude (Laplace Insights) |
| Localization through Deep Learning in New and Low Sampling Rate Environments | Thanh Dat Le (University of North Texas)*; Yan Huang (University of North Texas) |
| Robust Influence-based Training Methods for Noisy Brain MRI | Minh-Hao Van (University of Arkansas)*; Alycia N Carey (University of Arkansas); Xintao Wu (University of Arkansas) |
| Adaptive Prediction Interval for Data Stream Regression | Yibin Sun (University of Waikato)*; Bernhard Pfahringer (University of Waikato); Albert Bifet (University of Waikato); Heitor M Gomes (Victoria University of Wellington) |
| Multi-Modal Recurrent Graph Neural Networks for Spatiotemporal Forecasting | Nicholas H Majeske (Indiana University)*; Ariful Azad (Intelligent System Engineering, Indiana University,Bloomington,IN) |
| Fast Edit Distance Prediction for all Pairs of Sequences in very Large NGS Datasets | A K M Tauhidul Islam (Informatica Inc)*; Sakti Pramanik (Michigan State Univeresity) |
| Instance-Ambiguity Weighting for Multi-Label Recognition with Limited Annotations | Daniel Shrewsbury (Korea University)*; Suneung Kim (Korea university); Young Eun Kim (Korea university); Heejo Kong (Korea university); Seong-Whan Lee (Korea University) |
| Chaotic Neural Oscillators with Deep Graph Neural Network for Node Classification | Le Zhang (BNU-HKBU United International College); Raymond S.T. Lee (Beijing Normal University-Hong Kong Baptist University United International College)* |
| MLT-Trans: Multi-level token Transformer for Hierarchical Image Classification | Tanya Boone Sifuentes (Deakin University)*; Asef Nazari (Deakin University); Mohamed Reda Bouadjenek (Deakin University ); Imran Razzak (UNSW) |
| DALLMi: Domain Adaption for LLM-based Multi-label Classifier | Miruna L Betianu (TU Delft); Marco Aldinucci (University of Turin); Robert Birke (University of Torino); Lydia Chen (TU Delft)*; Abele Mălan (TU Delft) |
| Dual-Graph Convolutional Network and Dual-View Fusion for Group Recommendation | chenyang zhou (shanghai university); Guobing Zou ( Shanghai University)*; Shengxiang Hu (Shanghai University); Hehe Lv (Shanghai University); Liangrui Wu (shanghai university); Bofeng Zhang (Shanghai Polytechnic University) |
| Local Subsequence-based Distribution for Time Series Clustering | Lei Gong (Nanjing University)*; Hang Zhang (Nanjing University); Zongyou Liu (Nanjing University); Kai Ming Ting (Nanjing University); Yang Cao (Deakin University); YE ZHU (Deakin University) |
| Alleviating Over-Smoothing via Aggregation over Compact Manifolds | Zhou Dongzhuoran (Bosch Center for Artificial Intelligence)*; Hui Yang (Laboratoire Interdisciplinaire des Sciences du Numérique); Bo Xiong (University of Stuttgart); Yue Ma (LRI); Evgeny Kharlamov (Bosch Center for Artificial Intelligence) |
| Meta-Reinforcement Learning Algorithm Based on Reward and Dynamic Inference | Jinhao Chen (Beijing University of Posts and Telecommunications); Chunhong Zhang (Beijing University of Posts and Telecommunications); Zheng Hu (Beijing University of Posts and Telecommunications)* |
| MPRG: A Method for Parallel Road Generation Based on Trajectories of Multiple Types of Vehicles | Bingru Han (Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences)*; juanjuan zhao (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences); Xitong Gao (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences); Kejiang Ye (Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences); Fan Zhang (Shenzhen Insititute of Beidou Applied Technology Co., Ltd) |
| GSPM: An Early Detection Approach to Sudden Abnormal Large Outflow in a Metro System | Li Sun (Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences)*; juanjuan zhao (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences); Fan Zhang (Shenzhen Insititute of Beidou Applied Technology Co., Ltd); Kejiang Ye (Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences) |
| Accurate Semi-supervised Automatic Speech Recognition via Multi-hypotheses-based Curriculum Learning | Junghun Kim (Seoul National University); Ka Hyun Park (Seoul National University); U Kang (Seoul National University)* |
| FMSYS: Fine-grained Passenger Flow Monitoring in a Large-scale Metro System Based on AFC Smart Card Data | Li Sun (Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences)*; juanjuan zhao (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences); Fan Zhang (Shenzhen Insititute of Beidou Applied Technology Co., Ltd); Rui Zhang (Shenzhen Insititute of Beidou Applied Technology Co., Ltd); Kejiang Ye (Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences) |
| Random Mask Perturbation Based Explainable Method of Graph Neural Networks | Xinyue Yang (Beijing University of Posts and Telecommunications); Hai Huang (Beijing University of Posts and Telecommunications)*; Xingquan Zuo (Beijing University of Posts and Telecommunications) |
| Enhanced HMM Map Matching Model Based on Multiple Type Trajectories | Yuchen Song (Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences)*; juanjuan zhao (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences); Xitong Gao (Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences); fan Zhang (Shenzhen Insititute of Beidou Applied Technology Co., Ltd); Kejiang Ye (Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences) |
| Layer-Wise Sparse Training of Transformer via Convolutional Flood Filling | Gordon E Moon (Sogang University)*; Bokyeong Yoon (Sogang University); Yoonsang Han (Sogang University) |
| RouteExplainer: An Explanation Framework for Vehicle Routing Problem | Daisuke Kikuta (NTT Corporation)*; Hiroki Ikuchi (NTT Corporation); Kengo Tajiri (NTT Corporation); Yuusuke Nakano (NTT) |
| Are Graph Embeddings the Panacea? – an Empirical Survey from the Data Fitness Perspective | QIANG SUN (University of Western Australia)*; Wei Liu (University of Western Australia); Du Q Huynh (The University of Western Australia); Mark Reynolds (University of Western Australia) |
| A Multimodal and Multitask Approach for Adaptive Geospatial Region Embeddings | Rajjat Dadwal (DSIS Research Group, University of Bonn)*; Ran Yu (DSIS Research Group, University of Bonn); Elena Demidova (DSIS Research Group, University of Bonn and Lamarr Institute) |
| On the efficient Explanation of Outlier Detection Ensembles through Shapley Values | Simon Klüttermann (TU Dortmund)*; Chiara Balestra (TU Dortmund); Emmanuel Müller (TU Dortmund) |
| Transformer based Multitask Learning for Image Captioning and Object Detection | Debolena Basak (Indian Institute of Technology Hyderabad)*; Srijith PK (IIT, Hyderabad, India); Maunendra Sankar Desarkar (IIT Hyderabad) |
| DQAC: Detoxifying Query Auto-Completion with Adapters | Aishwarya Maheswaran (IIT Hyderabad)*; Kaushal Kumar Maurya (IIT Hyderabad); Manish Gupta (Microsoft,India); Maunendra Sankar Desarkar (IIT Hyderabad) |
| Improving Knowledge Tracing via Considering Students’ Interaction Patterns | Shilong Shu (Nanjing Normal University)*; Liting Wang (Nanjing Normal University); Junhua Tian (Nanjing Normal University) |
| Co-ReaSON: EEG-based Onset Detection of Focal Epileptic Seizures with Multimodal Feature Representations | Uttam Kumar (DSIS Research Group, University of Bonn)*; Ran Yu (DSIS Research Group, University of Bonn); Michael Wenzel (Dept. of Epileptology, Bonn University Medical Center); Elena Demidova (DSIS Research Group, University of Bonn and Lamarr Institute) |
| Learning to Rank Based on Choquet Integral: Application to Association Rules | Charles Vernerey (TASC (LS2N-CNRS), IMT Atlantique); Noureddine Aribi (University of Oran); Samir Loudni (TASC (LS2N-CNRS), IMT Atlantique)*; Yahia Lebbah (University Oran1); Nassim Belmecheri (SIMULA) |
| Towards Cost-Efficient Federated Multi-Agent RL with Learnable Aggregation | Yi Zhang (The University of Queensland); Sen Wang (The University of Queensland); Zhi Chen (The University of Queensland); Xuwei Xu (The University of Queensland); Stano Funiak (CSIRO); Jiajun Liu (CSIRO)* |
| How Large Corpora Sizes Influence the Distribution of Low Frequency Text n-grams | Joaquim Silva (NOVA LINCS, Faculdade de Ciencias e Tecnologia, Universidade Nova de Lisboa)*; Jose Cunha (NOVA LINCS, Faculdade de Ciencias e Tecnologia, Universidade Nova de Lisboa) |
| Class ratio and its implications for reproducibility and performance in record linkage | Jeremy Foxcroft (University of Guelph)*; Luiza Antonie (University of Guelph); Peter Christen (Australian National University) |
| Interpreting Pretrained Language Models via Concept Bottlenecks | Zhen Tan (Arizona State University)*; Lu Cheng (University of Illinois Chicago); Song Wang (University of Virginia); Bo Yuan (Zhejiang University); Jundong Li (University of Virginia); Huan Liu (Arizona State University) |
| Recovering Population Dynamics from a Single Point Cloud Snapshot | Yuki Wakai (Kyoto University)*; Koh Takeuchi (Kyoto Univerisity); Hisashi Kashima (Kyoto University) |
| BioReX: Biomarker Information Extraction Inspired by Aspect-Based Sentiment Analysis | Weiting Gao (NJIT)*; Xiangyu Gao (New Jersey Institute of Technology); Wenjin Chen (Rutgers Cancer Institute of New Jersey); David Foran (Rutgers Cancer Institute of New Jersey); Yi Chen (NJIT) |
| An Automated Approach for Generating Conceptual Riddles | Niharika Sri Parasa (IIITB)*; Chaitali Diwan (IIIT Bangalore); Srinath Srinivasa (IIIT Bangalore); Prasad Ram (Gooru) |
| Backdoor Attack against One-Class Sequential Anomaly Detection Models | He Cheng (Utah State University)*; Shuhan Yuan (Utah State University) |
| Graph Neural Network Approach to Semantic Type Detection in Tables | Ehsan Hoseinzade (Simon Fraser University)*; Ke Wang (SFU) |
| SAWTab: Smoothed Adaptive Weighting for Tabular Data in Semi-Supervised Learning | Morteza Mohammady Gharasuie (Old Dominion University)*; Fengjiao Wang (University of Utah); Omar Sharif (Old Dominion University); Ravi Mukkamala (Old Dominion University) |
| LongStory: Coherent, Complete and Length Controlled Long story Generation | Kyeongman Park (Seoul National University)*; Nakyeong Yang (Seoul National University); Kyomin Jung (Seoul National University) |
| Material Microstructure Design Using VAE-Regression with a Multimodal Prior | Avadhut Sardeshmukh (Tata Consultancy Services)*; Sreedhar Reddy (Tata Consultancy Services); B P Gautham (Tata Consultancy Services); Pushpak Bhattacharya (IIT Bombay) |
| Attention Mechanism based Multi-Task Learning Framework for Transportation Time Prediction | Miaomiao Yang (East China Normal University); Tao Wu (East China Normal University); Jiali Mao (East China Normal University)*; Kaixuan Zhu (East China Normal University); Aoying Zhou (East China Normal University ) |
| TFAugment: A Key Frequency-Driven Data Augmentation Method for Human Activity Recognition | Hao Zhang (Changsha University of Science and Technology); Bixiao Zeng (University of Chinese Academy of Sciences); Mei Kuang (Changsha University of Science and Technology); Xiaodong Yang (Institute of Computing Technology, Chinese Academy of Sciences)*; Hongfang Gong (Changsha University of Science and Technology) |
| MOT: A Mixture of Actors Reinforcement Learning Method by Optimal Transport for Algorithmic Trading | Xi Cheng (Institute of Automation, Chinese Academy of Sciences)*; Jinghao Zhang (CRIPAC, NLPR, CASIA); Yunan Zeng (CASIA); Wenfang Xue (Center for Research on Intelligent Perception and Computing, National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Science) |
| MDAN: Multi-distribution adaptive networks for LTV prediction | Wenshuang Liu (Tencent)*; Guoqiang Xu (Tencent); Cunxiang Yin (Tencent); xinji luo (Tencent) |
| Lil’HDoC: An Algorithm for Good Arm Identification under Small Threshold Gap | Tzu-Hsien Tsai (National Taiwan University); Yun-Da Tsai (National Taiwan University)*; Shou-De Lin (NTU) |
| Kernel Representation Learning with Dynamic Regime Discovery for Time Series Forecasting | Kunpeng Xu (University of Sherbrooke)*; Lifei Chen (Fujian Normal University); Jean-Marc Patenaude (Laplace Insights); Shengrui Wang (University of Sherbrooke) |
| Dfp-Unet: A Biomedical Image Segmentation Method Based on Deformable Convolution and Feature Pyramid | Zengzhi Yang (Xiamen University); Yubin Wei (Xiamen University); Xiao Yu (Xiamen University); Jinting Guan (Xiamen University)* |
| ACHIM: Adaptive Clinical Latent Hierarchy Construction and Information Fusion Model for Healthcare Knowledge Representation | Gaohong Liu (Institute of Computing Technology, Chinese Academy of Sciences)*; Jian Ye (Institute of Computing Technology, CAS); borong wang (Institute of Computing Technology, Chinese Academy of Sciences) |
| Saliency-aware Time Series Anomaly Detection for Space Applications | Sangyup Lee (Sungkyunkwan University); Simon S Woo (Sungkyunkwan University (SKKU))* |
| Relation-Aware Label Smoothing for Self-KD | Jeongho Kim (KAIST); Simon S Woo (Sungkyunkwan University (SKKU))* |
| Bi-CryptoNets: Leveraging Different-Level Privacy for Encrypted Inference | Man-Jie Yuan (Nanjing University)*; Zheng Zou (School of Artificial Intelligence, Nanjing University); Wei Gao (Nanjing University) |
| IR Embedding Fairness Inspection via Contrastive Learning and Human-AI Collaborative Intelligence | Heng Huang (Xiaohongshu)*; Yunhan Bai (Xiaohongshu); Hongwei Liang (Xiaohongshu); Xiaozhong Liu (Worcester Polytechnic Institute) |
| Exploiting Adaptive Contextual Masking for Aspect-Based Sentiment Analysis | S M Rafiuddin (Oklahoma State University)*; Mohammed Rakib (Oklahoma State University); Sadia Kamal (Oklahoma State University); Arunkumar Bagavathi (Oklahoma State University) |
| A Weighted Cross-Modal Feature Aggregation Network for Rumor Detection | Jia Li (Guangdong University of Technology)*; Zihan Hu (Guangdong University of Technology); Zhenguo Yang (Guangdong University of Technology); Lap-Kei Lee (Hong Kong Metopolitan University); Fu Lee Wang (Hong Kong Metropolitan University) |
| Distributed MCMC inference for Bayesian Non-Parametric Latent Block Model | Reda Khoufache (DAVID Lab, University of Versailles, Université Paris-Saclay)*; Anisse Belhadj (Université Paris-Saclay); Hanene Azzag (Université Sorbonne Paris Nord); Mustapha Lebbah (DAVID Lab, University of Versailles, Université Paris-Saclay,) |
| Hyperparameter Tuning MLP’s for Probabilistic Time Series Forecasting | Kiran Madhusudhanan (University of Hildesheim)*; Shayan Jawed (University of Hildesheim); Lars Schmidt-Thieme (University of Hildesheim) |
| Re-thinking Human Activity Recognition with Hierarchy-aware Label Relationship Modeling | Jingwei ZUO (Technology Innovation Institute)*; Hakim Hacid (TII) |
| Efficient and Accurate Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification | Wenjie Xi (George Mason University)*; Arnav Jain (Thomas Jefferson High School for Science and Technology); Li Zhang (University of Texas Rio Grande Valley); Jessica Lin (George Mason University) |
| STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction | Kishor Kumar Bhaumik (Sungkyunkwan University)*; Fahim Faisal Niloy (University of California, Riverside); Saif Mahmud (Cornell University); Simon S Woo (Sungkyunkwan University (SKKU)) |
| SemPool: Simple, robust, and interpretable KG pooling for enhancing language models | Costas Mavromatis (University of Minnesota)*; Petros K Karypis (UC San Diego); George Karypis (University of Minnesota, Twin Cities) |
| Combating Quality Distortion in Federated Learning with Collaborative Data Selection | Long Duc Nguyen (Hanoi University of Science and Technology (HUST)); Phi Le Nguyen (Hanoi University of Science and Technology); Truong Thao Nguyen (National Institute of Advanced Industrial Science and Technology (AIST))* |
| Using Multimodal Data to Improve Precision of Inpatient Event Timelines | Gabriel Frattallone-Llado (Universidad de Puerto Rico); Juyong Kim (Carnegie Mellon University); Cheng Cheng (Carnegie Mellon University); Diego Salazar (National Library of Medicine); Smitha Edakalavan (University of Pittsburgh); Jeremy C Weiss (National Library of Medicine)* |
| Adversarial-Robust Transfer Learning for Medical Imaging via Domain Assimilation | Xiaohui Chen (Missouri University of Science and Technology); Tie Luo (Department of Computer Science, Missouri University of Science and Technology)* |
| Towards Cohesion-Fairness Harmony: Contrastive Regularization in Individual Fair Graph Clustering | Siamak Ghodsi (Leibniz University of Hannover; Free University Berlin)*; Seyed Amjad Seyedi (University of Kurdistan); Eirini Ntoutsi (Bundeswehr University Munich) |
| Agent-based Simulation of Decision-making under Uncertainty to Study Financial Precarity | Pegah Nokhiz (Brown University)*; Aravinda Kanchana Ruwanpathirana (University of Utah); Neal Patwari (Washington University in St. Louis); Suresh Venkatasubramanian (Brown University) |
| Paper Title | Author Names |
|---|---|
| SecureBoost+: Large Scale and High-Performance Vertical Federated Gradient Boosting Decision Tree | Tao Fan (Hong Kong University of Science and Technology)*; weijing chen (webank); GuoQiang Ma (Webank); Yan Kang (Webank); Lixin Fan (WeBank); Qiang Yang (Hong Kong UST) |
| TripleS: A Subsidy-Supported Storage for Electricity with Self-Financing Management System | Jia-Hao Syu (National Taiwan University); Rafał Cupek (Silesian University of Technology); Chao-Chun Chen (Taiwan National Cheng Kung University); Jerry Chun-Wei Lin (Silesian University of Technology)* |
| NetEffect: Discovery and Exploitation of Generalized Network Effects | Meng-Chieh Lee (Carnegie Mellon University)*; Shubhranshu Shekhar (Brandeis University); Jaemin Yoo (KAIST); Christos Faloutsos (CMU) |
| Treatment Effect Estimation Under Unknown Interference | Xiaofeng Lin (Graduate School of Informatics, Kyoto University)*; Guoxi Zhang (Beijing Institute of General Artificial Intelligence); Xiaotian Lu (Kyoto University); Hisashi Kashima (Kyoto University) |
| A Model For Retrieving High-Utility Itemsets With Complementary and Substitute Goods | Raghav Mittal (Ashoka University)*; Anirban Mondal (Ashoka University); Krishna Reddy P (IIIT, Hyderabad); Mukesh Mohania (IIIT Delhi) |
| Spatial-Temporal Transformer with Error-restricted Variance Estimation for Time Series Anomaly Detection | Yuye Feng (Hikvision Research Institute)*; Wei Zhang (Hikvision Research Institute); Haiming Sun (Hikvision Research Institute); Weihao Jiang (Hikvision Research Institute) |
| Human-driven Active Verification for Efficient and Trustworthy Graph Classification | Tien-Cuong Bui (Seoul National University)*; Wen-Syan Li (Seoul National University) |
| Multivariate Beta Mixture Model: Probabilistic Clustering With Flexible Cluster Shapes | yung peng Hsu (National Central University); Hung-Hsuan Chen (National Central University)* |
| Distributional Kernel: An Effective And Efficient Means For Trajectory Retrieval | Yuanyi Shang (Nanjing University); Kai Ming Ting (Nanjing University); Zijing Wang (Nanjing University)*; Yufan Wang (Nanjing University) |
| CMed-GPT: Prompt Tuning for Entity-Aware Chinese Medical Dialogue Generation | Zhijie Qu (School of Software Engineering, Beijing University of Technology)*; Juan Li (School of Software Engineering, Beijing University of Technology); Zerui Ma (School of Software Engineering, Beijing University of Technology); Jianqiang Li (School of Software Engineering, Beijing University of Technology) |
| Neural Additive and Basis Models with Feature Selection and Interactions | Yasutoshi Kishimoto (Yokohama National University)*; Kota Yamanishi (Yokohama National University); Takuya Matsuda (Yokohama National University); Shinichi Shirakawa (Yokohama National University) |
| MHDF: Multi-source Heterogeneous Data Progressive Fusion for Fake News Detection | Yongxin Yu (University of Jinan)*; Ke Ji (University of Jinan); Yuan Gao (University of Jinan); Zhenxiang Chen (University of Jinan); Kun Ma (University of Jinan); Jun Wu (Beijing Jiaotong University) |
| SATJiP: Spatial and Augmented Temporal Jigsaw Puzzles for Video Anomaly Detection | Liheng Shen (Kyushu University)*; Tetsu Matsukawa (Kyushu University, JP); Einoshin Suzuki (Kyushu University) |
| A Contraction Tree SAT Encoding for Computing Twin-Width | Yinon Horev (The Academic college of Tel Aviv-Yaffo); Shiraz Shay (The Academic college of Tel Aviv-Yaffo); Sarel Cohen (The Academic College of Tel Aviv-Yaffo); Tobias Friedrich (Hasso Plattner Institute); Davis Issac (Hasso Plattner Institut); Lior Kamma (The Academic College of Tel Aviv-Yaffo); Aikaterini Niklanovits (Hasso Plattner Institute)*; Kirill Simonov (Hasso Plattner Institute, University of Potsdam) |
| GraphNILM: A Graph Neural Network for Energy Disaggregation | Rui Shang (Virginia Tech)*; Siji Chen (Virginia Tech); Zhiqian Chen (Mississippi State University); Chang-Tien Lu (Virginia Tech, USA) |
| Soft Contrastive Learning for Implicit Feedback Recommendations | Zhenhua Zhuang (Nanjing University); Lijun Zhang (Nanjing University)* |
| Construct a Secure CNN against Gradient Inversion Attack | Yu-Hsin Liu (National Taiwan University)*; Yu-Chun Shen (National Taiwan University); Hsi-Wen Chen (National Taiwan University); Ming-Syan Chen (National Taiwan University) |
| DEGNN: Dual Experts Graph Neural Network Handling Both Edge and Node Feature Noise | Tai Hasegawa (Tokyo Institute of Technology)*; Sukwon Yun (UNC Chapel Hill); Xin Liu (National Institute of Advanced Industrial Science and Technology (AIST)); Yin Jun Phua (Tokyo Institute of Technology); Tsuyoshi Murata (Tokyo Institute of Technology) |
| STL-ConvTransformer: Series Decomposition and Convolution-Infused Transformer Architecture in Multivariate Time Series Anomaly Detection | Yu-Xiang Wu (NTUST); Bi-Ru Dai (National Taiwan University of Science and Technology)* |
| MixCL: Mixed Contrastive Learning for Relation Extraction | Jinglei Zhang (Peking University)*; Bo Li (National Engineering Research Center for Software Engineering, Peking University; School of Software and Microelectronics, Peking University); Xixin Cao (School of software & Microelectronics, Peking University); Minghui Zhang (Handan Institute of Innovation, Peking University, Handan, Hebei, China); Wen Zhao (Peking University) |
| Contrastive Learning for Unsupervised Sentence Embedding with False Negative Calibration | Chi-Min Chiu (NCKU)*; Ying-Jia Lin (National Cheng Kung University); Hung-Yu Kao (National Cheng Kung University) |
| Decomposing Relational Triple Extraction with Large Language Models for Better Generalization on Unseen Data | Boyu Meng (Fudan University)*; Tianhe Lin (Fudan University); Deqing Yang (Fudan University) |
| Aspect-based fake news detection | Ziwei Hou (Deakin University)*; Bahadorreza Ofoghi (Deakin University); Nayyar Zaidi (Deakin University); John Yearwood (Deakin University) |
| Neural Marked Hawkes Process for Limit Order Book Modeling | Guhyuk Chung (KAIST); Yongjae Lee (UNIST); Woo Chang Kim (KAIST)* |
| TOPOMA: Time-Series Orthogonal Projection Operator with Moving Average for Interpretable and Training-Free Anomaly Detection | Shanfeng Hu (Northumbria University)*; YING HUANG (Hangzhou Normal University) |
| Knowledge-Infused Optimization for Parameter Selection in Numerical Simulations | Julia Meißner (University of Stuttgart)*; Melanie Herschel (Universität Stuttgart); Dominik Göddeke (University of Stuttgart) |
| Latent Space Correlation-Aware Autoencoders for Anomaly Detection in Skewed Data | Padmaksha Roy (Virginia Tech, ECE)*; Ming Jin (Virginia Tech); Tim J O’Shea (Virginia Tech); Himanshu Singhal (Virginia Tech) |
| A Data-Driven Approach for Building A Cardiovascular Disease Risk Prediction System | Hongkuan Wang (University of New South Wales)*; Raymond K Wong (UNSW Sydney); Kwok Leung Ong (University of Sydney) |
| A Multi-View Feature Construction and Multi-Encoder-Decoder Transformer Architecture for Time Series Classification | Zihan Li (University of Massachusetts Boston)*; Wei Ding (University of Massachusetts Boston); Inal Mashukov (University of Massachusetts Boston); Scott Crouter (University of Tennessee Knoxville); Ping Chen (University of Massachusetts Boston) |
| Multi-Query Person Search with Transformers | Ying Chen (RMIT University)*; Zhihui Li (University of New South Wales); Andy Song (RMIT University) |
| SeeM: A Shared Latent Variable Model for Unsupervised Multi-View Anomaly Detection | Phuong T. Nguyen (New Mexico State University); Tuan Le (New Mexico State University)* |
| MM-PhyQA: Multimodal Physics Question-Answering With Multi-Image CoT Prompting | Avinash Anand (IIIT Delhi)*; Janak Sureshbhai Kapuriya (Indraprastha Institute of Information Technology Delhi ); Apoorv Singh (MIDAS, IIIT Delhi); Jay Saraf (Indraprastha Institute of Information Technology Delhi); Naman Lal (MIDAS Lab, IIIT Delhi); Astha Verma (IIIT Delhi); Rushali Gupta (MIDAS, IIIT Delhi); Rajiv Ratn Shah (IIIT Delhi) |
| Probabilistic Guarantees of Stochastic Recursive Gradient in Non-Convex Finite Sum Problems | Yanjie Zhong (Washington University in St. Louis); Jiaqi Li (Washington University in St. Louis)*; Soumendra Lahiri (Washington University in St. Louis) |
| TCGNN: Text-Clustering Graph Neural Networks for Fake News Detection on Social Media | Pei-Cheng Li (National Taiwan University); Cheng-Te Li (National Cheng Kung University)* |
| On Dark Knowledge for Distilling Generators | Chi Hong (TU Delft)*; Robert Birke (University of Torino); Pin-Yu Chen (IBM Research); Lydia Chen (TU Delft) |
| LPSD: Low-rank Plus Sparse Decomposition for Highly Compressed CNN Models | Kuei-Hsiang Huang (National Tsing Hua University); Cheng-yu Sie (National Tsing Hua University); Jhong-En Lin (National Tsing Hua University); Che-Rung Lee (National Tsing Hua University)* |
| RPH-PGD: Randomly Projected Hessian for Perturbed Gradient Descent | Chi-Chang Li (National Tsing Hua University); Jay Huang (National Tsing Hua University); Wing-Kai Hon (National Tsing Hua University); Che-Rung Lee (National Tsing Hua University )* |
| Enhancing YOLOv7 for plant organs detection using attention-gate mechanism | Hanane Ariouat (Ird); Youcef Sklab (IRD); Marc Pignal (mnhn); Florian Jabbour (National Museum of Natural History); Régine Vignes Lebbe (Sorbonne Université); Edi Prifti (IRD); Jean-Daniel Zucker (IRD); Eric Chenin (IRD); Youcef Sklab (IRD)* |
| Adversarial Text Purification: A Large Language Model Approach for Defense | Raha Moraffah (Arizona State University)*; Shubh V Khandelwal (Arizona State University); Amrita Bhattacharjee (Arizona State University); Huan Liu (Arizona State University) |
| Unveiling Backdoor Risks Brought by Foundation Models in Heterogeneous Federated Learning | Xi Li (The Pennsylvania State University); Chen Wu (Pennsylvania State University); Jiaqi Wang (Penn State University)* |
| Revisiting Link Prediction with the Dowker Complex | Jae W Choi (UT Dallas)*; Yuzhou Chen (Temple University); José Frías (CIMAT); Joel Castillo (CIMAT); Yulia R. Gel (The University of Texas at Dallas) |
| Unmasking Dementia Detection through Masking Input Gradients: A JSM Approach to Model Interpretability and Precision | Yasmine Mustafa (Missouri University of Science and Technology ); Tie Luo (Department of Computer Science, Missouri University of Science and Technology)* |
