| A Consumer-Good-Type Aware Itemset Placement Framework for Retail Businesses |
Raghav Mittal (Ashoka University)*; Anirban Mondal (Ashoka University); Krishna Reddy P (International Institute of Information Technology, Hyderabad) |
| A Dynamic and Task-independent Reward Shaping Approach for Discrete Partially Observable Markov Decision Processes |
Sepideh Nahali (York University)*; Hajer Ayadi (york university); Jimmy Huang (” York University, Canada”); Esmat Pakizeh (Kharazmi Univerity); Mir Mohsen Pedram (Kharazmi University); Leila Safari (Zanjan University) |
| A Global view-Guided Autoregressive Residual Network for Irregular Time Series Classification |
Jianping Zhu (Dalian University of Technology)*; Haocheng Tang (Institute of Automation Chinese Academy of Sciences); Tianze Chen (Dalian University of Technology); Liang Zhang (Dongbei University of Finance and Economics); Bo Jin (Dalian University of Technology); Yi Xu (Institute of Automation Chinese Academy of Sciences); Xiaopeng Wei (Dalian University of Technology) |
| A Graph Contrastive Learning Framework with Adaptive Augmentation and Encoding for Unaligned Views |
Yifu Guo (HeiLongjiang University)*; Yong Liu (HeiLongJiang University) |
| A Multi-player MAB Approach for Distributed Selection Problems |
Jinyu Mo (College of Computer Science, Chongqing University); Hong Xie (Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, China)* |
| A Non-Parametric Bayesian Decision Trees for Uplift Modeling |
Mina RAFLA (Orange Labs)*; nicolas Voisine (Orange); Bruno Cremilleux (Université de Caen Normandie) |
| A Novel Explainable Link Forecasting Framework for Temporal Knowledge Graphs using Time-relaxed Cyclic and Acyclic Rules |
Abinash Maharana (International Institute of Information Technology, Hyderabad)*; R.Uday Kiran (University of Aizu); Krishna Reddy P (International Institute of Information Technology, Hyderabad) |
| A Relational Instance-based Clustering Method with Contrastive Learning for Open Relation Extraction |
Xiaoge Li (Xi’an university of posts and telecommunications)*; Dayuan Guo (Xi’an University of Posts and Telecommunications); Tiantian Wang (Shandong University) |
| A Thompson Sampling Approach to Unifying Causal Inference and Bandit Learning |
Hanxuan Xu (Chongqing University); Hong Xie (Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, China)* |
| Accelerating Stochastic Newton Method via Chebyshev Polynomial Approximation |
Fan Sha (East China Normal University)*; Jianyu Pan (East China Normal University) |
| Achieving Counterfactual Fairness for Anomaly Detection |
Xiao Han (Utah State University)*; Lu Zhang (University of Arkansas); Yongkai Wu (Clemson University); Shuhan Yuan (Utah State University) |
| Achieving Provable Byzantine Fault-Tolerance in a Semi-honest Federated Learning Setting |
Xinxing Tang (The Hong Kong University of Science and Technology)*; Hanlin Gu (HKUST); Lixin Fan (WeBank); Qiang Yang (Hong Kong UST) |
| Adaptive Bi-Nonlinear Neural Networks Based on Complex Numbers with Weights Constrained along the Unit Circle |
Felip Guimerà Cuevas (BMW + LMU)*; Thomy Phan (LMU Munich); Helmut Schmid (CIS, Ludwig-Maximilians-Universität) |
| Adaptive View-aligned and Feature Augmentation Network for Partially View-aligned Clustering |
Xianchao Zhang (Dalian University of Technology); Mengyan Chen (Dalian University of Technology); Jie Mu (Dongbei University of Finance and Economics); Linlin Zong (Dalian University of Technology)* |
| Adversarial Active Learning with Guided BERT Feature Encoding |
Linsey Pang (Salesforce)*; kexin xie (Salesforce); Yuxi Zhang (Salesforce inc); Max Fleming (Salesforce); Damian Xu (Salesforce); Wei Liu (University of Technology Sydney) |
| Aggregately Diversified Bundle Recommendation via Popularity Debiasing and Configuration-aware Reranking |
Hyunsik Jeon (Seoul National University)*; Jongjin Kim (Seoul National University); Jaeri Lee (Seoul National University); Jong-eun Lee (Seoul National University); U Kang (Seoul National University) |
| Alignment-aware Word Distance |
Guoliang Zhao (Peking University); Jinglei Zhang (Peking University)*; Dongdong Du (China Academy of Industrial Internet); Qing Gao (Peking University); Shujun Lin (Institute for Global Health and Development, Peking University ); Xiongfeng Xiao (Peking University); Yupeng Wu (Peking University) |
| An Effective WGAN-based Anomaly detection Model for IoT Multivariate Time Series |
Sibo Qi (Xihua University); Juan Chen (Xihua University); Peng Chen (Xihua University)*; Peian Wen (Xihua university); Wenyu Shan (Xihua university); Ling Xiong (Xihua university) |
| An Extended Variational Mode Decomposition Algorithm Developed Speech Emotion Recognition Performance |
David Hason Rudd (University of Technology Sydney)*; Huan Huo (University of Technology Sydney); Guandong Xu (University of Technology Sydney, Australia) |
| An Improved Visual Assessment With Data-Dependent Kernel for Stream Clustering |
Baojie Zhang (Xi’an Shiyou University); Yang Cao (Deakin University); YE ZHU (Deakin University)*; Sutharshan Rajasegarar (Deakin University); Gang Liu (Harbin Engineering University); Hong Xian Li (Deakin University ); Maia Angelova (Deakin University); Gang Li (Deakin Univeristy, Australia) |
| Anti-Money Laundering in Cryptocurrency via Multi-Relational Graph Neural Network |
Woochang Hyun (Seoul National University)*; Jaehong Lee (Seoul National University); Bongwon Suh (Seoul National University) |
| BAARD: Blocking Adversarial Examples by Testing for Applicability, Reliability and Decidability |
Xinglong Chang (The University of Auckland)*; Katharina Dost (University of Auckland); Kaiqi Zhao (University of Auckland); Ambra Demontis (University of Cagliari ); Fabio Roli (Italy); Gillian Dobbie (“Univ. of Auckland, New Zealand”); Jörg Wicker (The University of Auckland) |
| Bayesian Optimization over Mixed Type Inputs with Encoding Methods |
Zhihao Liu (Department of Information Systems and Management Engineering, Southern University of Science and Technology)*; Weiming Ou (Southern University of Science and Technology); Songhao Wang (Southern University of Science and Technology) |
| BeamAttack: Generating High-quality Textual Adversaries through Beam Search and Mixed Semantic Spaces |
Hai Zhu (University of Science and Technology of China)*; Qingyang Zhao (Xidian University); yuren wu (Ping An Technology (Shenzhen) Co., Ltd.) |
| BioSequence2Vec: Efficient Embedding Generation For Biological Sequences |
Sarwan Ali (Georgia State University)*; Usama Sardar (LUMS); Murray D Patterson (Georgia State University); Imdadullah Khan (Lahore University of Management Sciences) |
| Cascaded Latent Diffusion Models for High-Resolution Chest X-ray Synthesis |
Tobias Weber (LMU Munich)*; Michael Ingrisch (Department of Radiology, University Hospital, LMU ); Bernd Bischl (LMU Munich); David Ruegamer (LMU Munich) |
| CeFlow: A Robust and Efficient Counterfactual Explanation Framework for Tabular Data using Normalizing Flows |
Tri Dung Duong (University of Technology Sydney)*; Qian Li (Curtin University); Guandong Xu (University of Technology Sydney, Australia) |
| Compressing the Embedding Matrix By a Dictionary Screening Approach in Text Classification |
Jing Zhou (Renmin University of China)*; Xinru Jing (Renmin University of China); Muyu Liu (Renmin University of China); Hansheng Wang (Peking University) |
| CondTraj-GAN: Conditional Sequential GAN for Generating Synthetic Vehicle Trajectories |
Nils Henke (Volkswagen AG)*; Shimon Wonsak (Volkswagen); Prasenjit Mitra (The Pennsylvania State University); Michael Nolting (Volkswagen AG); Nicolas Tempelmeier (Volkswagen AG) |
| Constrained Portfolio Management using Action Space Decomposition for Reinforcement Learning |
David Winkel (LMU Munich)*; Niklas A Strauß (LMU Munich); Matthias Schubert (Ludwig-Maximilians-Universität München); Yunpu Ma (Ludwig-Maximilians-Universität München); Thomas Seidl (LMU Munich) |
| Continuously Predicting the Completion of a Time Intervals Related Pattern |
Nevo Itzhak (Ben-Gurion University)*; Szymon Jaroszewicz (Institute of Computer Science, Polish Academy of Sciences); Robert Moskovitch (Ben-Gurion University) |
| CopyCAT: Masking Strategy Conscious Augmented Text for Machine Generated Text Detection |
Chien Liang Liu (National Cheng Kung University)*; Hung-Yu Kao (National Cheng Kung University) |
| cPNN: Continuous Progressive Neural Networks for Evolving Streaming Time Series |
Federico Giannini (Politecnico di Milano)*; Giacomo Ziffer (Politecnico di Milano); Emanuele Della Valle (Politecnico di Milano) |
| Data-dependent and scale-invariant kernel for Support Vector Machine classification |
Vinayaka Vivekananda Malgi (Deakin University)*; Sunil Aryal (Deakin University); Zafaryab Rasool (Deakin University); David Tay (Deakin University) |
| Deep Graph Stream SVDD: Anomaly Detection in Cyber-Physical Systems |
Ehtesamul Azim (University of Central Florida)*; Dongjie Wang (University of Central Florida); Yanjie Fu (University of Central Florida) |
| Defending Against Backdoor Attacks by Layer-wise Feature Analysis |
Najeeb Jebreel (Universitat Rovira i Virgili)*; Josep Domingo-Ferrer (Universitat Rovira i Virgili, Catalonia); Yiming Li (Tsinghua University) |
| Discovering Geo-referenced Frequent Patterns in Uncertain Geo-referenced Transactional Databases |
Likhitha Palla (University of Aizu)*; Veena Pamalla (SBRIT college); Uday Kiran RAGE (The University of Aizu); Koji Zettsu (National Institute of Information and Communications Technology ) |
| Disentangled Representation with Causal Constraints for Counterfactual Fairness |
Ziqi Xu (University of South Australia)*; Jixue Liu (University of South Australia); Debo Cheng (University of South Australia); Jiuyong Li (University of South Australia); Lin Liu (University of South Australia); Ke Wang (SFU) |
| Diversely Regularized Matrix Factorization for Accurate and Aggregately Diversified Recommendation |
Jongjin Kim (Seoul National University)*; Hyunsik Jeon (Seoul National University); Jaeri Lee (Seoul National University); U Kang (Seoul National University) |
| DKFM: Dual Knowledge-guided Fusion Model for Drug Recommendation |
Yankai Tian (Dalian Maritime University); Yijia Zhang (Dalian Maritime University)*; Xingwang Li (Dalian Maritime University); Mingyu Lu (Information Science and Technology College) |
| Document-level Relation Extraction with Cross-sentence Reasoning Graph |
Hongfei Liu (University of Electronic Science and Technology of China)*; Zhao Kang (University of Electronic Science and Technology of China); Lizong Zhang (University of Electronic Science and Technology of China); Ling Tian (University of Electronic Science and Technology of China); Fujun Hua (Research and Development Center TROY Information Technology Co., Ltd. Chengdu, China) |
| Dual-Detector: An Unsupervised Learning Framework for Chinese Spelling Check |
Feiran Shao (University of Science and Technology of China)*; Jinlong Li (USTC-Birmingham Joint Research Institution in Intelligent Computation and Its Applications (UBRI) School of Computer Science and Technology, University of Science and Technology of China) |
| Dynamic Multi-View Fusion Mechanism For Chinese Relation Extraction |
yang jing (National University of Defense Technology)*; bin ji (National University of Defense Technology); Shasha Li (National University of Defense Technology); Jun Ma (National University of Defense Technology); Jie Yu (National University of Defense Technology) |
| Dynamic Variable Dependency Encoding and Its Application on Change Point Detection |
Hao Huang ()*; Shinjae Yoo (BNL) |
| Dynamically-Scaled Deep Canonical Correlation Analysis |
Tomer Friedlander (Tel Aviv University)*; Lior Wolf (Tel Aviv University, Israel) |
| Enhanced Topic Modeling with Multi-modal Representation Learning |
Duoyi Zhang (Queensland University of Technology); Yue Wang (Queensland University of Technology)*; Md Abul Bashar (Queensland University of Technology); Richi Nayak (Queensland University of Technology, Brisbane) |
| Enhancing Federated Learning Robustness using Data-Agnostic Model Pruning |
Mark Huasong Meng (National University of Singapore)*; Singee Teo (I2R); Guangdong Bai (University of Queensland); Kailong Wang (National University of Singapore); Jin Song Dong (National University of Singapore) |
| Enhancing Robustness of Prototype with Attentive Information Guided Alignment in Few-Shot Classification |
Taehyung Kim (Korea Univ.)*; Woo-Jeoung Nam (Kyungpook National University); Seong-Whan Lee (Korea University) |
| Estimating the Risk of Individual Discrimination of Classifiers |
Jonathan Vasquez (George Mason University)*; Xavier Gitiaux (George Mason University); Huzefa Rangwala (George Mason University) |
| Exploiting Phrase Interrelations in Span-level Neural Approaches for Aspect Sentiment Triplet Extraction |
Iwo Naglik (Poznan University of Technology); Mateusz Lango (Poznan University of Technology)* |
| F3: Fair and Federated Face Attribute Classification with Heterogeneous Data |
Samhita Kanaparthy (Machine Learning Lab, International Institute of Information Technology Hyderabad); Manisha Padala (Machine Learning Lab, International Institute of Information Technology, Hyderabad)*; Sankarshan Damle (Machine Learning Lab, International Institute of Information Technology, Hyderabad); Ravi Kiran Sarvadevabhatla (IIIT Hyderabad); Sujit Gujar (Machine Learning Laboratory, International Institute of Information Technology, Hyderabad) |
| Fair Healthcare Rationing to Maximize Dynamic Utilities |
Aadityan Ganesh (Chennai Mathematical Institute); Pratik Ghosal (Chennai Mathematical Institute); Vishwa Prakash HV (Chennai Mathematical Institute); Prajakta Nimbhorkar (Chennai Mathematical Institute, Chennai)* |
| Fairness for Robust Learning to Rank |
Omid Memarrast (University of Illinois at Chicago)*; Ashkan Rezaei (University of Illinois at Chicago); Rizal Fathony (Grab); Brian Ziebart (UIC) |
| Fake News Detection Through Temporally Evolving User Interactions |
Shuzhi Gong (The University of Melbourne)*; Richard Sinnott (University of Melbourne); Jianzhong Qi (The University of Melbourne); Cecile Paris (CSIRO) |
| Fast and Attributed Change Detection on Dynamic Graphs with Density of States |
Shenyang Huang (Mila/McGill University)*; Jacob Danovitch (MILA); Guillaume Rabusseau (Mila – Université de Montréal); Reihaneh Rabbany (McGill University) |
| Federated Learning under Statistical Heterogeneity on Riemannian Manifold |
Adnan Ahmad (Deakin University)*; Wei Luo (Deakin University); Antonio Robles-Kelly (Deakin University) |
| Few-shot human motion prediction for heterogeneous sensors |
Rafael Rego Drumond (Universität Hildesheim); Lukas Brinkmeyer (Universität Hildesheim)*; Lars Schmidt-Thieme (University of Hildesheim) |
| Generative Sentiment Transfer via Adaptive Masking |
Yingze Xie (Beijing Foreign Studies University)*; Jie Xu (Beijing Foreign Studies University ); Liqiang Qiao (Beijing Foreign Studies University ); Yun Liu (Moutai Institue); Feiran Huang (Jinan University); Chaozhuo Li (Microsoft Research Asia) |
| Generative-Contrastive-Attentive Spatial-Temporal Network for Traffic Data Imputation |
Wenchuang Peng (Beijing Jiaotong University)*; Youfang Lin (Beijing Jiaotong University); Shengnan Guo (Beijing Jiaotong University); Weiwen Tang (Beijing JiaoTong University); Le Liu (Beijing Jiaotong University ); Huaiyu Wan (Beijing Jiaotong University) |
| Global-Aware External Attention Deep Model for Sequential Recommendation |
Tianxing Wang (Griffith University)*; Can Wang (Griffith University) |
| GroupMixNorm Layer for Learning Fair Models |
Anubha Pandey (Mastercard)*; Aditi Rai (Mastercard); Maneet Singh (Mastercard, India); Deepak Bhatt (Mastercard); TANMOY BHOWMIK (Mastercard) |
| GTEA: Representation Learning for Temporal Interaction Graphs via Edge Aggregation |
Siyue Xie (The Chinese University of Hongkong)*; Yiming LI (The Chinese University of Hong Kong); Da Sun Handason Tam (The Chinese University of Hongkong); Xiaxin Liu (Tencent Technology Co.Ltd); Qiu Fang Ying (Tencent Technology Co.Ltd); Wing Cheong Lau (The Chinese University of Hong Kong); Dah Ming M. Chiu (Chinese University of Hong Kong); Shou Zhi Chen (Tencent Technology Co. Ltd) |
| Hierarchical Graph Neural Network for Patient Treatment Preference Prediction with External Knowledge |
Quan Li (Pennsylvania State University)*; Lingwei Chen (Wright State University); Yong Cai (IQVIA Inc.); Dinghao Wu (Pennsylvania State University) |
| Improving Knowledge Graph Entity Alignment with Graph Augmentation |
Feng Xie (National University of Defense Technology)*; Xiang Zeng (National University of Defense Technology); Bin Zhou (National University of Defense Technology); yusong tan (College of Computer, National University of Defense Technology) |
| Improving Machine Translation and Summarization with the Sinkhorn Divergence |
Shijie Li (University of Technology Sydney)*; Inigo Jauregi (Rozetta Technology); MASSIMO PICCARDI (University of Technology Sydney, Australia) |
| Inline Citation Classification using Peripheral Context and Time-evolving Augmentation |
Priyanshi Gupta (IIIT Delhi); Yash Kumar Atri (IIIT Delhi)*; Apurva Nagvenkar (Crimson AI); Sourish Dasgupta (DAIICT, Gandhinagar); Tanmoy Chakraborty (IIT Delhi, India) |
| Interactive Pattern Mining using Discriminant Sub-patterns as Dynamic Features |
Arnold Hien (University of Caen Normandy); Samir Loudni (TASC (LS2N-CNRS), IMT Atlantique)*; Noureddine Aribi (University of Oran); Abdelkader Ouali (University of Caen Normandy); Albrecht Zimmermann (Université de Caen Normandie) |
| Interest Driven Graph Structure Learning for Session-Based Recommendation |
Huachi Zhou (The Hong Kong Polytechnic University)*; Shuang Zhou (The Hong Kong Polytechnic University); Keyu Duan (NUS); Xiao Huang (The Hong Kong Polytechnic University); Qiaoyu Tan (Texas A&M University); Zailiang Yu (Zhejiang Lab) |
| Interpretability Meets Generalizability: A Hybrid Machine Learning System to Identify Nonlinear Granger Causality in Global Stock Indices |
Yixiao Lu (The University of Auckland)*; Yokiu Lee (University of Auckland ); Haoran Feng (University of Auckland); Johnathan C Leung (University of Auckland); Alvin Cheung (The University of Auckland); Katharina Dost (University of Auckland); Katerina Taskova (The University of Auckland); Thomas Lacombe (The University of Auckland) |
| Inverse Problem of Censored Markov Chain: Estimating Markov Chain Parameters from Censored Transition Data |
Masahiro Kohjima (NTT Corporation)*; Takeshi Kurashima (NTT Corporation); Hiroyuki Toda (NTT) |
| Isotropic Representation Can Improve Dense Retrieval |
Euna Jung (Seoul National University); Jungwon Park (Seoul National University); Jaekeol Choi (Seoul National University); Sungyoon Kim (Seoul National University); Wonjong Rhee (Seoul National University)* |
| ItrievalKD: An Iterative Retrieval Framework Assisted with Knowledge Distillation for Noisy Text-to-Image Retrieval |
Zhen Liu (University of Science and Technology of China)*; Yongxin Zhu (University of Science and Technology of China); Zhujin Gao (University of Science and Technology of China); Xin Sheng (University of Science and Technology of China); Linli Xu (University of Science and Technology of China) |
| Joint Latent Topic Discovery and Expectation Modeling for Financial Markets |
Lili Wang (Dartmouth College)*; Chenghan Huang (Millennium Management Llc); Chongyang Gao (Dartmouth College); Weicheng Ma (Dartmouth College); Soroush Vosoughi (Dartmouth College) |
| kNN-Embed: Locally Smoothed Embedding Mixtures For Multi-interest Candidate Retrieval |
Ahmed El-Kishky (Twitter)*; Thomas Markovich (Twitter); Kenny Leung (Twitter); Frank Portman (Twitter); Aria Haghighi (Twitter); Ying Xiao (Twitter) |
| Knowledge-Enhanced Hierarchical Transformers for Emotion-Cause Pair Extraction |
Yuwei Wang (Hefei University of Technology); Yuling Li (Hefei University of Technology); Kui Yu (School of Computer and Information, Hefei University of Technology)*; Yimin Hu (Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences) |
| Knowledge-Enhanced Prototypical Network with Structural Semantics for Few-Shot Relation Classification |
Yanhu Li (East China Normal University)*; taolin zhang (East China Normal University); Dongyang Li (East China Normal University); Xiaofeng He (East China Normal University) |
| Label Distribution Learning with Discriminative Instance Mapping |
Heng-Ru Zhang (Southwest Petroleum University)*; Run-Ting Bai (Southwest Petroleum University); Wen-Tao Tang (Southwest Petroleum University) |
| Let the model make financial senses: a Text2Text generative approach for financial complaint idenfication |
Sarmistha Das (Indian Institute Of Technology, Patna)*; APOORVA SINGH (Indian Institute of Technology Patna); Raghav Jain (IIT Patna); Sriparna Saha (IIT Patna); Alka Maurya (Crisil Pvt. Ltd) |
| Leveraging Generative Models for Combating Adversarial Attacks on Tabular Datasets |
Jiahui Zhou (Xi’an Shiyou University); Nayyar Zaidi (Deakin University); Yishuo Zhang (Deakin University)*; Paul Montague (“DST, Australia”); Kim Junae (Defence Science and Technology Group); Gang Li (Deakin Univeristy, Australia) |
| LSG Attention: Extrapolation of pretrained Transformers to long sequences |
Charles Condevaux (Université de Nîmes)*; Sébastien HARISPE (IMT Mines Alès) |
| Maverick Matters: Client Contribution and Selection in Federated Learning |
Jiyue Huang (TU Delft)*; Chi Hong (TU Delft); Yang Liu (Tsinghua University); Lydia Chen (TU Delft); Stefanie Roos (TU Delft) |
| M-EBM: Towards Understanding the Manifolds of Energy-Based Models |
Xiulong Yang (Georgia State University)*; Shihao Ji (Georgia State University) |
| MetaCitta: Deep Meta-Learning for Spatio-Temporal Prediction Across Cities and Tasks |
Ashutosh Sao (L3S Research Center, Leibniz University Hannover)*; Simon Gottschalk (L3S); Nicolas Tempelmeier (Volkswagen AG); Elena Demidova (DSIS Research Group, University of Bonn) |
| Meta-learning Enhanced Next POI Recommendation by Leveraging Check-ins from Auxiliary Cities |
Jinze Wang (Macquarie University); Lu Zhang (Nanyang Technological University)*; Zhu Sun (A*STAR); Yew Soon Ong (Nanyang Technological University, Nanyang View, Singapore); Jie Zhang (Nanyang Technological University) |
| MFBE: Leveraging Multi-Field Information of FAQs for Efficient Dense Retrieval |
Mausam Jain (Rakuten)*; Debopriyo Banerjee (Rakuten); Ashish Kulkarni (Rakuten) |
| MIDFA : Memory-based Instance Division and Feature Aggregation Network for Video Object Detection |
Qiaochuan Chen (Shanghai University); Min Zhou (Shanghai University); Hang Yu (Shanghai University)* |
| Mining Frequent Sequential Subgraph Evolutions in Dynamic Attributed Graphs |
zhi cheng (Activus Group)*; Landy ANDRIAMAMPIANINA (Activus Group, Institut de Recherche en Informatique à Toulouse, Université Toulouse 1 Capitole); Franck Ravat (IRIT); Jiefu SONG (Institut de Recherche en Informatique de Toulouse); Nathalie Vallès-Parlangeau (Université de Pau et des Pays de l’Adour); Philippe Fournier-Viger (Shenzhen University); Nazha Selmaoui-Folcher (University of New Caledonia) |
| MISNN: Multiple Imputation via Semi-parametric Neural Networks |
Zongyu Dai (University of Pennsylvania)*; Yiliang Zhang (University of Pennsylvania); Zhiqi Bu (University of Pennsylvania); Qi Long (University of Pennsylvania) |
| MixER: MLP-Mixer Knowledge Graph Embedding for Capturing Rich Entity-Relation Interactions in Link Prediction |
Thanh N Le (University of Science, VNU-HCM)*; Pham Ngoc Thien An (HCMUS); Tho Chung (University of Science, VNU-HCM); Truong Tat Nguyen (HCMUS-VNU); Tuan Nguyen (University of Science, VNU-HCM); Bac Le (University of Science, VNU-HCM) |
| Model-Agnostic Reachability Analysis on Deep Neural Networks |
Chi Zhang (University of Exeter)*; Wenjie Ruan (University of Exeter); Fu Wang (University of Exeter); Peipei Xu (University of Liverpool); Prof.Geyong Min (University Of Exeter); Xiaowei Huang (Liverpool University) |
| MPool: Motif-Based Graph Pooling |
Muhammad Ifte Islam (Oklahoma State University)*; Maxim A Khanov (OSU); Esra Akbas (Georgia State University) |
| Multi-Agent Meta-Reinforcement Learning with Coordination and Reward Shaping for Traffic Signal Control |
Xin Du (Sun Yat-sen University)*; Jiahai Wang (Sun Yat-sen University); Siyuan Chen (Sun Yat-sen University) |
| Multi-Augmentation Contrastive Learning as Multi-Objective Optimization for Graph Neural Networks |
Xu Li (Tongji University)*; yongsheng chen (Tongji University) |
| Multi-Behavior Guided Temporal Graph Attention Network for Recommendation |
Weijun Xu (Xiamen University); Han Li (Xiamen University); Meihong Wang (School of Informatics, Xiamen University)* |
| Multi-fair Capacitated Students-Topics Grouping Problem |
Tai Le Quy (L3S Research Center – Leibniz University Hannover)*; Gunnar Friege (Faculty of Mathematics and Physics – Leibniz University Hannover); Eirini Ntoutsi (Research Institute CODE – Bundeswehr University Munich) |
| Multi-task learning based Keywords weighted Siamese Model for semantic retrieval |
Mengmeng Kuang (Tencent Holdings Ltd.); Zhenhong Chen (Tencent Ltd.); Weiyan Wang (Hong Kong University of Science and Technology)*; lie kang (tencent); Qiang Yan (Tencent); Min Tang (Tencent Holdings Ltd.); Penghui Hao (Tencent Holdings Ltd.) |
| Multi-Task Student Teacher based Unsupervised Domain Adaptation for Address Parsing |
Rishav Sahay (Amazon)*; Anoop Saladi (amazon); Prateek Sircar (Amazon) |
| Online Volume Optimization for Notifications via Long Short-Term Value Modeling |
Yuchen Zhang (Tencent)*; Mingjun Zhao (University of Alberta); Chenglin Li (University of Alberta); Weiyu Tou (Tencent); Haolan Chen (Tencent); Di Niu (University of Alberta); Cunxiang Yin (Tencent); Yancheng He (Tencent); Fei Guo (Tencent) |
| Outlying Aspect Mining via Sum-Product Networks |
Stefan Lüdtke (University of Mannheim)*; Christian Bartelt (University of Mannheim ); Heiner Stuckenschmidt (University of Mannheim) |
| Petrel: Personalized Trend Line Estimation with Limited Labels from One Individual |
Tong-Yi Kuo (National Central University); Hung-Hsuan Chen (National Central University)* |
| pFedV: Mitigating Feature Distribution Skewness via Personalized Federated Learning with Variational Distribution Constraints |
Yongli Mou (RWTH Aachen University)*; Jiahui Geng (University of Stavanger); Feng Zhou (Renmin University of China); Oya Beyan (University of Cologne); Chunming Rong (University of Stavanger); Stefan Decker (RWTH Aachen University) |
| PICKD: In Context Prompt Tuning for Knowledge-Grounded Dialogue Generation |
Rajdeep Sarkar (National University of Ireland Galway)*; Koustava Goswami (Insight Centre for Data Analytics, Data Science Institute, National University of Ireland Galway); Mihael Arcan (Insight Centre for Data Analytics); John McCrae (National University of Ireland Galway) |
| Post-it: Augmented Reality Based Group Recommendation with Item Replacement |
Wei-Pin Wang (National Taiwan University); Hsi-Wen Chen (National Taiwan University)*; De-Nian Yang (Academia Sinica); Ming-Syan Chen (National Taiwan University) |
| Proactive Rumor Control: When Impression Counts |
xu pengfei (wuhan university)*; Zhiyong Peng (” Wuhan University, China”); Liwei Wang (Wuhan University) |
| Pure Spectral Graph Embeddings: Reinterpreting Graph Convolution for Top-N Recommendation |
Edoardo D’Amico (Insight Centre)*; Aonghus Lawlor (UCD); Neil Joseph Hurley (University College Dublin) |
| QA-Matcher: Unsupervised Entity Matching Using A Question Answering Model |
Shogo Hayashi (BizReach)*; Yuyang Dong (NEC); Masafumi Oyamada (NEC) |
| Quantifying the Bias of Transformer-Based Language Models for African American English in Masked Language Modeling |
Flavia Salutari (Telecom Paris); Jerome Ramos (University College London)*; Hossein A. Rahmani (University College London); Leonardo Linguaglossa (Telecom Paris); Aldo Lipani (University College London) |
| Quasi-periodicity Detection via the Repetition Invariance Property of Path Signatures |
Chenyang Wang (University of Melbourne)*; Ling Luo (University of Melbourne); Uwe Aickelin (The University of Melbourne) |
| Reduction from Complementary-Label Learning to Probability Estimates |
Wei-I Lin (National Taiwan University)*; Hsuan-Tien Lin (National Taiwan University) |
| Regularization of the policy updates for stabilizing Mean Field Games |
Talal Algumaei (Mohamed bin Zayed University of Artificial Intelligence); Ruben Solozabal Ochoa de Retana (MBZUAI); Reda ALAMI (Technology Innovation Institute)*; Hakim Hacid (TII); Merouane A DEBBAH (Technology Innovation Institute); Martin Takac (MBZUAI) |
| Relation-Aware Network with Attention-Based Loss for Few-Shot Knowledge Graph Completion |
Qiao Qiao (Iowa State University)*; Yuepei Li (Iowa State University); Kang Zhou (Iowa State University); Qi Li (Iowa State University) |
| Relations between Adjacency and Modularity Graph Partitioning |
Hansi Jiang (SAS Institute Inc.)*; Carl Meyer (North Carolina State University) |
| RiskContra: A Contrastive Approach to Forecast Traffic Risks with Multi-Kernel Networks |
Changlu Chen (UTS)*; Yanbin Liu (The University of Western Australia); Ling Chen (” University of Technology, Sydney, Australia”); Chengqi Zhang (University of Technology Sydney) |
| RLMixer: A Reinforcement Learning approach for integrated ranking with contrastive user preference modeling |
Jing WANG (The Chinese University of Hong Kong)*; Mengchen Zhao (Huawei Noah’s Ark Lab); Wei Xia (Huawei Noah’s Ark Lab); Zhenhua Dong (Huawei Noah’s Ark Lab); Ruiming Tang (Huawei Noah’s Ark Lab); Rui Zhang (ruizhang.info); Jianye Hao (Huawei Noah’s Ark Lab); Guangyong Chen (The Chinese University of Hong Kong); Pheng-Ann Heng (The Chinese Univsersity of Hong Kong) |
| RL-Net: Interpretable Rule Learning with Neural Networks |
Lucile Dierckx (Université Catholique de Louvain, BE)*; Rosana Veroneze (Université Catholique de Louvain, BE); Siegfried Nijssen (Université Catholique de Louvain, BE) |
| Road Network Representation Learning with Vehicle Trajectories |
Stefan Schestakov (L3S Research Center, Leibniz University Hannover)*; Paul Heinemeyer (Leibniz University Hannover ); Elena Demidova (DSIS Research Group, University of Bonn) |
| Selecting the Number of Clusters $K$ with a Stability Trade-off: an Internal Validation Criterion |
Alex AM Mourer (SAMM, Université Paris 1 Panthéon Sorbonne); Florent Forest (LIPN, Université Sorbonne Paris Nord)*; Mustapha Lebbah (DAVID Lab, University of Versailles, Université Paris-Saclay,); Hanane Azzag (LIPN, University Paris 13); LACAILLE Jerome (-) |
| Semantic Relation Transfer for Non-overlapped Cross-domain Recommendations |
Zhi Li (osaka university)*; Daichi Amagata (Osaka University); Yihong Zhang (Osaka University); Takahiro Hara (Osaka University, Japan); Shuichiro Haruta (KDDI Research, Inc.); Kei Yonekawa (KDDI Research, Inc.); Mori Kurokawa (KDDI Research, Inc.) |
| Semi-supervised Text Classification via Self-Paced Semantic-Level Contrast |
Yu Xia (Institute of Software Chinese Academy of Sciences)*; Kai Zhang (realsee); Kaijie Zhou (University of Liverpool); Rui Wang (Science and Technology on Integrated Information System Laboratory, Institute of Software Chinese Academy of Sciences); Xiaohui Hu ( Institute of Software Chinese Academy of Sciences) |
| Small Temperature is All You Need for Differentiable Architecture Search |
Jiuling Zhang (University of Chinese Academy of Sciences)*; Zhiming Ding (ISCAS) |
| Staying or Leaving: A Knowledge-Enhanced User Simulator for Reinforcement Learning Based Short Video Recommendation |
Zhaoqi Yang (Tsinghua University)*; Hongyan Liu (Tsinghua University) |
| Stochastic Submodular Maximization via Polynomial Estimators |
Gozde Ozcan (Northeastern University)*; Stratis Ioannidis (Northeastern University) |
| Targeted Attacks on Time Series Forecasting |
Zeyu Chen (The University of Auckland)*; Katharina Dost (University of Auckland); Xuan Zhu (University of Auckland); Xinglong Chang (The University of Auckland); Gillian Dobbie (“Univ. of Auckland, New Zealand”); Jörg Wicker (The University of Auckland) |
| TCR: Short Video Title Generation and Cover Selection with Attention Refinement |
Yakun Yu (University of Alberta)*; Jiuding Yang (University of Alberta); Weidong Guo (Tencent); Hui Liu (Platform and Content Group, Tencent); Yu Xu (Tencent); Di Niu (University of Alberta) |
| The Causal Strength Bank: A New Benchmark for Causal Strength Classification |
Xiaosong Yuan (Jilin University)*; Renchu Guan (Jilin University); Wanli Zuo (Jilin University); Yijia Zhang (National University of Defense Technology) |
| The Common-Neighbors Metric is Noise-Robust & Reveals Substructures of Real-World Networks |
Sarel Cohen (Hasso Plattner Institute); Philipp Fischbeck (Hasso Plattner Institute, University of Potsdam)*; Tobias Friedrich (Hasso Plattner Institute); Martin S. Krejca (LIX, CNRS, Ecole Polytechnique, IPP) |
| Topic-Selective Graph Network for Topic-Focused Summarization |
Shi Zesheng (Nankai University)*; Yucheng Zhou (University of Technology Sydney) |
| Topological Graph Convolutional Networks Solutions for Power Distribution Grid Planning |
Yuzhou Chen (Temple University)*; Miguel Heleno (Lawrence Berkeley National Laboratory); Alexandre Moreira da Silva (Lawrence Berkeley National Laboratory); Yulia R. Gel (The University of Texas at Dallas) |
| Toward Explainable Recommendation Via Counterfactual Reasoning |
Haiyang Xia (Australian National University); Qian Li (Curtin University); Zhichao Wang (Insurance Australia Group); Gang Li (Deakin Univeristy, Australia)* |
| Toward Interpretable Machine Learning: Constructing Polynomial Models Based on Feature Interaction Trees |
Jisoo Jang (Seoul National University)*; Mina Kim (Seoul National University); Tien-Cuong Bui (Seoul National University); Wen-Syan Li (Seoul National University) |
| Transfer Learning based Agent for Automated Negotiation |
Jianing Zhao (Tianjin University); heng you (Tianjin University); Tianpei Yang (University of alberta); Jianye Hao (Tianjin University); Gerhard Weiss (Maastricht University); Siqi Chen (Tianjin University)* |
| TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversarial Networks |
Shyam Sundar Saravanan (Missouri University of Science and Technology); Tony Luo (Department of Computer Science, Missouri University of Science and Technology)*; Mao V. Van Ngo (Singapore University of Technology and Design) |
| Unsupervised Text Style Transfer through Differentiable Back Translation and Rewards |
Dibyanayan Bandyopadhyay (Indian Institute of Technology, Patna)*; Asif Ekbal (IIT Patna, India) |
| UPGAT: Uncertainty-Aware Pseudo-Neighbor Augmented Knowledge Graph Attention Network |
Yen Ching Tseng (National Taiwan University)*; Zhu-Mu Chen (National Taiwan University); Mi-Yen Yeh (Academia Sinica); Shou-De Lin (NTU) |
| User behavior shifts with Intelligent Assistants: Drop-out, adaption, and feedback effect |
Zidi Xiu (Apple Inc.)*; Kai-Chen Cheng (Apple Inc.); David Q Sun (Apple Inc.); Jiannan Lu (Apple Inc); Hadas Kotak (Apple Inc.); Paul McCarthy (Apple Inc.); Yuhan Zhang (Harvard University); Christopher Klein (Apple Inc.); Stephen Pulman (Apple); Jason Williams (Apple) |
| Using Flexible Memories to Reduce Catastrophic Forgetting |
Wernsen Wong (The University of Auckland)*; Yun Sing Koh (University of Auckland); Gillian Dobbie (“Univ. of Auckland, New Zealand”) |
| Vision Transformers for Small Histological Datasets Learned Through Knowledge Distillation |
Neel Kanwal (University of Stavanger)*; Trygve Eftestøl (University of Stavanger); Farbod Khoraminia (Erasmus MC); Tahlita Zuiverloon (Erasmus MC); Kjersti Engan (University of Stavanger) |
| Weak Correlation-based Discriminative Dictionary Learning for Image Classification |
Huangkai Zhang (Soochow University); Li Zhang (Soochow University)* |
| Web-scale Semantic Product Search With Large Language Models |
Aashiq Muhamed (Amazon)*; sriram srinivasan (Amazon); Choon Hui Teo (Amazon); Qingjun Cui (Amazon); Belinda Zeng (Amazon); Trishul A Chilimbi (Amazon); SVN Vishwanathan (UC Santa Cruz) |
| Weight Prediction Boosts the Convergence of AdamW |
Lei Guan (National University of Defense Technology)* |
| What Boosts Fake News Dissemination on Social Media? A Causal Inference View |
Yichuan Li (WPI)*; Kyumin Lee (Worcester Polytechnic Institute); Nima Kordzadeh (Worcester Polytechnic Institute ); Ruocheng Guo (Bytedance) |
| Words Can be Confusing: Stereotype Bias Removal in Text Classification at the Word Level |
Shaofei Shen (University of Queensland)*; Mingzhe Zhang (University of Queensland); Miao Xu (University of Queensland); Alina N Bialkowski (The University of Queensland); Weitong Chen (Adelaide University) |
| You Need to Look Globally: Discovering Representative Topology Structures to Enhance Graph Neural Network |
Huaisheng Zhu (The Pennsylvania State University)*; Xianfeng Tang (Amazon); Tianxiang Zhao (Penn State University); Suhang Wang (Pennsylvania State University) |