|
1 |
DM222 |
Detecting Intent Drift in Continuous Conversation
via Temporal Transition Accumulation |
Yue Wang (Central University of Finance and Economics), Dehang Fu (Central University of Finance and Economics), Jie Tan (Central University of Finance and Economics), Junxiao Han (Hangzhou City University), Yao Wan (Huazhong University of Science and Technology), Lixin Cui (Central University of Finance and Economics), Lu Bai (Beijing Normal University) and PhilipS Yu (University of Illinois at Chicago) |
No |
|
2 |
DM234 |
MARCEL: Multifaceted Spatial-Temporal Contrastive
Learning for Generic Spatial-Temporal
Representations |
Yuhang Liu (The State University of New York at Binghamton), Yingxue Zhang (Binghamton University), Xin Zhang (San Diego State University), Yu Yang (Lehigh University), Yanhua Li (Worcester Polytechnic Institute) and Jun Luo (Logistics and Supply Chain MultiTech R&D Centre) |
Yes |
|
3 |
DM235 |
Rethinking Invertible Neural Networks: Architecture
Tradeoffs and Customization Across Domains |
Jingyi Yuan (Arizona State University), Muhao Guo (Arizona State University) and Yang Weng (Arizona State University) |
No |
|
4 |
DM238 |
Detect, Investigate, Judge and Determine: A
Knowledge-guided Framework for Few-shot Fake News
Detection |
Ye Liu (University of Science and Technology of China), Jiajun Zhu (University of Science and Technology of China), Xukai Liu (University of Science and Technology of China), Haoyu Tang (University of Science and Technology of China), Yanghai Zhang (University of Science and Technology of China), Kai Zhang (University of Science and Technology of China), Xiaofang Zhang (The Hong Kong University of Science and Technology) and Enhong Chen (University of Science and Technology of China)
|
Yes |
|
5 |
DM241 |
Improving Generalization Capabilities of Models
Trained on Time Series Data Using Novel Downsampling
Methods |
Ofir Landau (Ben-Gurion University) and Nir Nissim (Nir Nissim) |
Yes |
|
6 |
DM245 |
Learn
while Unlearn: An Iterative Unlearning Framework for
Generative Language Models |
Haoyu Tang (University of Science and Technology of China), Ye Liu (University of Science and Technology of China), Xi Zhao (The Hong Kong University of Science and Technology), Xukai Liu (University of Science and Technology of China), Yanghai Zhang (University of Science and Technology of China), Kai Zhang (University of Science and Technology of China), Xiaofang Zhou (The Hong Kong University of Science and Technology) and Enhong Chen (University of Science and Technology of China) |
Yes |
|
7 |
DM247 |
Early
Detection and Attribution of Structural Changes in
Dynamic Networks |
Izhar Ali (Rowan University) and Shen-Shyang Ho (Rowan University) |
Yes |
|
8 |
DM255 |
Equilibrium-Based NFT Marketplace Recommendation for
NFTs with Breeding |
Chin-Yuan Yeh (National Taiwan University), Hsi-Wen Chen (National Taiwan University), De-Nian Yang (Academia Sinica), Wang-Chien Lee (The Pennsylvania State University), Philip Yu (University of Illinois) and Ming-Syan Chen (National Taiwan University) |
Yes |
|
9 |
DM257 |
Heterogeneous Graph Anomaly Detection with Graph
Wavelet Transformers |
Xiaoou Zhang (IIE), Chuan Zhou (Academy of Mathematics and Systems Science, Chinese Academy of Sciences), Yang Liu (Academy of Mathematics and Systems Science, Chinese Academy of Sciences), shuai zhang (Chinese Academy of Science), Peng zhang (Guangzhou University), Yujia Zhu (IIE) and qingyun liu (Institute of Information Engineering, Chinese Academy of Sciences) |
No |
|
10 |
DM267 |
Edge
Probability Graph Models Beyond Edge Independency:
Concepts, Analyses, and Algorithms |
Fanchen Bu (KAIST), Ruochen Yang (University of Southern California), Paul Bogdan (University of Southern California) and Kijung Shin (KAIST) |
No |
| 11 |
DM268 |
Explanation Space: A New Perspective into Time Series Interpretability |
shahbaz Rezaei (University of California, Davis) and Xin Liu (University of California, Davis) |
Yes |
| 12 |
DM274 |
Explanations Go Linear: Post-hoc Explainability for Tabular Data with Interpretable Meta-Encoding |
Simone Piaggesi (University of Pisa, Pisa), Riccardo Guidotti (University of Pisa), Fosca Giannotti (Scuola Normale Superiore, Pisa) and Dino Pedreschi (University of Pisa, Pisa) |
Yes |
| 13 |
DM284 |
Cluster Skeleton Exploration: an Effective and Scalable Active Constrained Clustering |
Xun Fu (Southwest Petroleum University), Xin Wang (Southwest Petroleum University) and Yang Ni (Southwest Petroleum University) |
No |
| 14 |
DM308 |
Effective and efficient similarity search for DNA sequences through de Bruijn sum graph embedding |
Zhaochong Yu (Shenzhen Technology University, College of Big Data and Internet), Zihang Yang (Shenzhen Technology University, College of Big Data and Internet), Chris Ding (The Chinese University of Hong Kong - Shenzhen, College of Data Science), Chao Zeng (Waseda University), Feijuan Huang (Shenzhen Second People’s Hospital, Shenzhen, China, Shenzhen Institute of Translational Medicine) and Yuanzhe Cai (Shenzhen Technology University, College of Big Data and Internet) |
Yes |
| 15 |
DM316 |
HyHG: A Temporal Hypergraph Contrastive Learning Framework for Biomedical Hypothesis Generation |
Amir Shariatmadari (University of Virginia), Sikun Guo (University of Virginia), Nathan Sheffield (University of Virginia), Aidong Zhang (University of Virginia) and Kishlay Jha (University of Iowa) |
Yes |
| 16 |
DM317 |
Empowering Large Language Models for Time Series Forecasting with Patterns and Semantics |
Jialiang Tang (Nanjing University of Science and Technology), Shuo Chen (Nanjing University), Chen Gong (Shanghai Jiao Tong University), Jing Zhang (Wuhan University) and Dacheng Tao (Nanyang Technological University) |
No |
| 17 |
DM325 |
FAIM-RL: A Reinforcement Learning Approach for Fairness-aware Adaptive Influence Maximization |
Fangzheng Wang (East China Normal University), Yi Zhou (East China Normal University), Yanhao Wang (East China Normal University), Panagiotis Karras (University of Copenhagen) and Yuchen Li (Singapore Management University) |
No |
| 18 |
DM328 |
Efficient Sequential Recommendation for Long Term User Interest Via Personalization |
Qiang Zhang (Meta), Hanchao Yu (Meta), Ivan Ji (Meta), Chen Yuan (Meta), Yi Zhang (Meta), Chihuang Liu (Meta), Xiaolong Wang (Meta), Christopher E. Lambert (meta), Ren Chen (meta), Chen Kovacs (meta), Xinzhu Bei (Meta), Renqin Cai (meta), Rui Li (meta), Lizhu Zhang (meta), Xiangjun Ma (META), Qunshu Zhang (Meta) and Benyu Zhang (Meta) |
Yes |
| 19 |
DM340 |
PiGLeT: Probabilistic Message Passing for Semi-supervised Link Sign Prediction |
Ka Hyun Park (Seoul National University), Junghun Kim (Seoul National University), Jinhong Jung (Soongsil University) and U Kang (Seoul National University) |
Yes |
| 20 |
DM341 |
A Universal Metric of Dataset Similarity for Cross-silo Federated Learning |
Ahmed Elhussein (Columbia University) and Gamze Gursoy (Columbia University) |
No |
| 21 |
DM342 |
Uncertainty Awareness and Trust in Explainable AI - On Trust Calibration using Local and Global Explanation |
Carina Newen (TU Dortmund University, Research Center Trustworthy Data Science and Security), Daniel Bodemer (University of Duisburg-Essen), Sonja Glantz (University of Duisburg-Essen), Emmanuel Müller (TU Dortmund University, Research Center Trustworthy Data Science and Security), Magdalena Wischnewski (University of Duisburg-Essen) and Lenka Schnaubert (University of Nottingham) |
Yes |
| 22 |
DM355 |
Sharpness-Aware Optimization Through Variance Suppression on Deep AUC Maximization |
Xinwen Zhang (Temple University) and Hongchang Gao (Temple University) |
Yes |
| 23 |
DM362 |
Fast Sampling for Privacy-Preserving Lazy Multiplicative Weight Update |
Xiaoyu Li (Stevens Institute of Technology), Zhao Song (University of California, Berkeley) and Jiale Zhao (Guangdong University of Technology) |
No |
| 24 |
DM374 |
Fine-Grained Zero-Shot Composed Image Retrieval with Complementary Visual-Semantic Integration |
Yongcong Ye (University of Science and Technology of China), Kai Zhang (University of Science and Technology of China), Yanghai Zhang (University of Science and Technology of China), Enhong Chen (University of Science and Technology of China), Longfei Li (Ant Group) and Jun Zhou (Ant Group) |
No |
| 25 |
DM401 |
Exact Sparse Orthogonal Dictionary Learning |
Yarui Cao (Clemson University) and Kai Liu (Clemson University) |
Yes |
| 26 |
DM404 |
Bayesian Natural Gradient Fine-Tuning of CLIP Models via Kalman Filtering |
Hossein Abdi (The University of Manchester), Mingfei Sun (The University of Manchester) and Wei Pan (The University of Manchester) |
No |
| 27 |
DM418 |
HyperSearch: Prediction of New Hyperedges through Unconstrained yet Efficient Search |
Hyunjin Choo (KAIST), Fanchen Bu (KAIST), Hyunjin Hwang (KAIST), Young-Gyu Yoon (KAIST) and Kijung Shin (KAIST) |
Yes |
| 28 |
DM424 |
DelayNetODE: Delay-Aware System Modelling Using Graph Attention and Continuous-Time Neural Dynamics |
Saumya Karunadhika (The University of Melbourne), Ling Luo (The University of Melbourne), Bastian Oetomo (The University of Melbourne), Michele Discepola (The University of Melbourne), Sandra Kentish (The University of Melbourne), Sally Gras (The University of Melbourne) and Uwe Aickelin (The University of Melbourne) |
Yes |
| 29 |
DM428 |
XCalBid: Robust and Efficient Real-Time Bidding via Exploratory Pre-training and Calibrated Q-Learning |
Ningyuan Zhao (Xiamen University) and Fan Yang (Xiamen University) |
No |
| 30 |
DM436 |
Invariant and Environment-specific Preference Learning with Auxiliary Information for Unbiased Recommendation |
Ting Bi (Jilin University), Hangtong Xu (Jilin University) and Yuanbo Xu (Jilin University) |
No |
| 31 |
DM439 |
High-quality label learning in Generalized Category Discovery |
Yu Duan (Xidian University), Junzhi He (Northwestern Polytechnical University), feiping Nie (Northwestern Polytechnical University), Quanxue Gao (Xidian University) and Cheng Deng (Xidian University) |
No |
| 32 |
DM442 |
PromptEG: Scalable Prompt-based Temporal Generalization on Evolving Graphs |
Tingyan Ma (Shanghai Jiao Tong University), Bin Lu (Shanghai Jiao Tong University), Ze Zhao (Shanghai Jiao Tong University), Xiaoying Gan (Shanghai Jiao Tong University), Luoyi Fu (Shanghai Jiao Tong University), Xinbing Wang (Shanghai Jiao Tong University) and Chenghu Zhou (Chinese Academy of Sciences) |
No |
| 33 |
DM449 |
AdaGen: Adaptive Domain-Specific Classification via Zero-shot Dataset Generation |
Zhan-Hao Xu (School of Computer Science and Engineering, Sun Yat-sen University), Fei-Yao Liang (School of Computer Science and Engineering, Sun Yat-sen University), Hui-Yu Zhou (Guangxi Zhuang Autonomous Region Information Center) and Chang-Dong Wang (Sun Yat-sen University) |
No |
| 34 |
DM450 |
LR-IAD:Mask-Free Industrial Anomaly Detection with Logical Reasoning |
Peijian Zeng (Guang Dong University of Technology), Feiyan Pang (Guangdong University of Technology), Zhanbo Wang (Guangdong University of Technology) and Aimin Yang (Lingnan Normal University) |
No |
| 35 |
DM463 |
High Rank Matrix Completion with Adaptive Neighbor Graphs |
Shiqin Wang (Hunan University), Kun Xie (Hunan University), Jiazheng Tian (Hunan University), Jigang Wen (Hunan University of Science and Technology) and Gaogang Xie (University of Chinese Academy of Sciences) |
No |
| 36 |
DM466 |
OTESGN: Optimal Transport Enhanced Syntactic-Semantic Graph Networks for Aspect-Based Sentiment Analysis |
Xinfeng Liao (Guangdong University of Foreign Studies), Xuanqi Chen (Guangdong University of Foreign Studies), Lianxi Wang (Guangdong University of Foreign Studies), Jiahuan Yang (Guangdong University of Foreign Studies), Zhuowei Chen (Guangdong University of Foreign Studies) and Ziying Rong (Guangdong University of Foreign Studies) |
No |
| 37 |
DM489 |
DP-FedLoRA: Privacy-Enhanced Federated Fine-Tuning for On-Device Large Language Models |
Honghui Xu (Kennesaw State University), Shiva Shrestha (Kennesaw State University), Wei Chen (Nexa AI), Zhiyuan Li (Nexa AI) and Zhipeng Cai (Georgia State University) |
Yes |
| 38 |
DM491 |
The Demon is in Ambiguity: Revisiting Situation Recognition with Single Positive Multi-Label Learning |
Yiming Lin (Xi'an Jiaotong-Liverpool University), Yuchen Niu (Xi'an Jiaotong-Liverpool University), Shang Wang (Xi'an Jiaotong-Liverpool University), Kaizhu Huang (Duke Kunshan University), Qiufeng Wang (Xi'an Jiaotong-Liverpool University) and Xiao-Bo Jin (Xi'an Jiaotong-Liverpool University) |
No |
| 39 |
DM507 |
A Data-Free Analytical Quantization Scheme for Deep Learning Models |
Ahmed Luqman (Lahore University of Management Sciences), Khuzemah Qazi (Lahore University of Management Sciences), Murray Patterson (Georgia State University), Malik Jahan Khan (Lahore University of Management Sciences) and Imdadullah Khan (Lahore University of Management Sciences) |
No |
| 40 |
DM509 |
SPOT: Spatio-temporal Pattern Mining and Optimization for Load Consolidation in Freight Transportation Networks |
Sikai Cheng (AI4OPT, Georgia Institute of Technology), Amira Hijazi (AI4OPT, Georgia Institute of Technology), Jeren Konak (AI4OPT, Georgia Institute of Technology), Alan Erera (AI4OPT, Georgia Institute of Technology) and Pascal Van Hentenryck (AI4OPT, Georgia Institute of Technology) |
Yes |
| 41 |
DM512 |
Resilient Pattern Mining |
Pengxin Bian (King's College London), Panagiotis Charalampopoulos (King's College London), Lorraine Ayad (Brunel University), Manal Mohamed (King's College London), Solon Pissis (CWI) and Grigorios Loukides (King's College London) |
Yes |
| 42 |
DM519 |
CBLRS: a Copula-Bayesian Log-Ratio Score Framework for Lightweight Outlier Detection |
Da Li (Stealth Startup) |
No |
| 43 |
DM522 |
CL³M-Rec: Contrastive Learning Enhanced LLMs for Recommendation |
Yu-Xuan Zhou (Beijing Normal-Hong Kong Baptist University), Ru-Bin Li (The Hong Kong University of Science and Technology), Zhe Xuan-Yuan (Beijing Normal-Hong Kong Baptist University), Pei-Yuan Lai (Sun Yat-sen University) and Chang-Dong Wang (Sun Yat-sen University) |
Yes |
| 44 |
DM525 |
DiffuGC: Diffusion Model Can Help Discover Granger Causality from Interventional Time Series |
Bo Liu (Peking University), Hongyan Li (Peking University) and Shenda Hong (Peking University) |
Yes |
| 45 |
DM526 |
Test-Time Graph Rebirth For GNN Generalization Under Distribution Shifts |
Xin Zheng (Griffith University), Bo Li (Griffith University), Yu Zheng (Latrobe University), Qin Zhang (Shenzhen University), Haishuai Wang (Zhejiang University), Yuxuan Liang (The Hong Kong University of Science and Technology (Guangzhou)), Alan Wee-Chung Liew (Griffith University) and Shirui Pan (Griffith University)
|
Yes |
| 46 |
DM527 |
Test-time GNN Model Evaluation on Dynamic Graphs |
Bo Li (Griffith University), Xin Zheng (Griffith University), Ming Jin (Griffith University), Can Wang (Griffith University) and Shirui Pan (Griffith University) |
Yes |
| 47 |
DM528 |
Balanced and Discrete Projection Collaborative Clustering with Probabilistic Regression |
Guangyu Yang (Xidian University), Yu Duan (Xidian University), Quanxue Gao (Xidian University), Jingjing Xue (Xidian University) and Xvhong Dong (Xi`an Shiyou University) |
No |
| 48 |
DM531 |
Learning from Two-Sample Averaged Data |
Ryuta Matsuno (NEC Corporation) and Akira Kitaoka (NEC Corporation) |
No |
| 49 |
DM540 |
Attributed Hypergraph Generation with Realistic Interplay Between Structure and Attributes |
Jaewan Chun (KAIST), Seokbum Yoon (KAIST), Minyoung Choe (KAIST), Geon Lee (KAIST) and Kijung Shin (KAIST) |
Yes |
| 50 |
DM541 |
Twice the Gradient, Twice the Privacy Risk in Federated Learning? A Case Study of Federated Recommendation Systems |
Zhen Yu Deng (School of Computer Science and Software Engineering，Southwest Petroleum University), Ying Liu (School of Computer Science and Software Engineering，Southwest Petroleum University), Ming Tang (School of Physics and Electronic Science, East China Normal University) and Xiangyu Zhao (City University of Hong Kong) |
No |
| 51 |
DM544 |
QuadraFormer: Unified Query and Resource Forecasting for Database Workloads |
Songwei Han (Xidian University), Jiangtao Cui (Xidian University), Luming Sun (Shanghai Yunxi Technology Co., Ltd.), Yingfan Liu (Xidian University), Zhangqian Mu (Xidian University) and Ming Li (Shanghai Yunxi Technology Co., Ltd.) |
No |
| 52 |
DM548 |
MAC: An Efficient Gradient Preconditioning using Mean Activation Approximated Curvature |
Hyunseok Seung (University of Georgia), Jaewoo Lee (University of Georgia) and Hyunsuk Ko (Hanyang University) |
Yes |
| 53 |
DM561 |
Retrieval-Augmented Feature Generation for Domain-Specific Classification |
Xinhao Zhang (Portland State University), Jinghan Zhang (Portland State University), Fengran Mo (University of Montreal), Dakshak Keerthi Chandra (Analog Devices), Yuzhong Chen (Visa Research), Fei Xie (Portland State University) and Kunpeng Liu (Portland State University) |
Yes |
| 54 |
DM562 |
Trusted Collective Learning for Conflictive Multi-View Decision-Making |
Nengjun Zhu (Shanghai University), Zhiyu Zhang (Shanghai University), Chenmeijin Liang (University College London), Jian Cao (Shanghai Jiao Tong University), Siji Zhu (Shanghai Jiao Tong University School of Medicine) and Xiao Wei (Shanghai University) |
No |
| 55 |
DM567 |
PG3D-ViT: A Prompt-Guided 3D Vision Transformer for Medical Image Classification |
Gong Juan (National University of Defense Technology), Zuo Ke (National University of Defense Technology), Wang Qinglin (National University of Defense Technology), Wang Siqi (National University of Defense Technology), Mao Xiaoguang (National University of Defense Technology) and Liu Jie (National University of Defense Technology) |
No |
| 56 |
DM570 |
KnobTuneX:LLM-Enhanced Automatic Database Tuning via Structured Reasoning |
Jianwen Yang (University of Chinese Academy of Sciences), Qiuhong Zhang (University of Chinese Academy of Sciences), Xinrun Xu (University of Chinese Academy of Sciences), Yurong Wu (University of Chinese Academy of Sciences), Shuo Zhang (Institute of Software, Chinese Academy of Sciences) and Zhiming Ding (Institute of Software, Chinese Academy of Sciences) |
No |
| 57 |
DM576 |
POSFed: Tackling Non-IID Challenges in One-Shot Federated Learning via Personalization |
Yinghao Zhang (Beijing Normal-Hong Kong Baptist University), Xuanzhe Xiao (Hong Kong Baptist University), Jianxiong Guo (Beijing Normal University), Zhiqing Tang (Beijing Normal University), Qiufen Ni (Guangdong University of Technology) and Weili Wu (The University of Texas at Dallas) |
No |
| 58 |
DM577 |
Beyond the Pre-Service Horizon: Infusing In-Service Behavior for Improved Financial Risk Forecasting |
Senhao Liu (Renmin University of China), Zhiyu Guo (Tencent Weixin Group), Zhiyuan Ji (Renmin University of China), Yueguo Chen (Renmin University of China), Yateng Tang (Tencent Weixin Group), Yunhai Wang (Renmin University of China), Xuehao Zheng (Tencent Weixin Group) and Xiang Ao (University of Chinese Academy of Sciences) |
Yes |
| 59 |
DM579 |
Metric-Guided Instance Re-weighting for Reliable Explainability |
Yibo Huang (The University of Auckland), Zixin Kuang (The University of Auckland), Meng-Fen Chiang (National Yang Ming Chiao Tung University) and Wang-Chien Lee (The Pennsylvania State University) |
Yes |
| 60 |
DM588 |
On Predicting Post-Click Conversion Rate via Counterfactual Inference |
Junhyung Ahn (Viva Republica Inc.) and Sanghack Lee (Seoul National University) |
Yes |
| 61 |
DM589 |
STREAM: Hierarchical Dynamic Traffic Pattern Inference for Sparse Trajectory Recovery |
Xiaolin Han (Northwestern Polytechnical University), Tianwen Zhang (Northwestern Polytechnical University), Yuke Li (Northwestern Polytechnical University), Gaukhar ISSAYEVA (Northwestern Polytechnical University), Chenhao Ma (The Chinese University of Hong Kong, Shenzhen), Lingyun Song (Northwestern Polytechnical University) and Xuequn Shang (Northwestern Polytechnical University) |
No |
| 62 |
DM592 |
DMFI: A Dual-Modality Log Analysis Framework for Insider Threat Detection with LoRA-Tuned Language Models |
Kaichuan Kong (Jinan University), Dongjie Liu (Jinan University), Xiaobo Jin (Xi’an Jiaotong-Liverpool University), Guanggang Geng (Jinan University), Zhiying Li (Jinan University) and Jian Weng (Jinan University) |
No |
| 63 |
DM600 |
Visual-Language Prompt Framework over Knowledge Differences |
Noriaki Kawamae (NTT Comwaare) |
Yes |
| 64 |
DM615 |
Federated Graph Out-of-Distribution Generalization via Representation Propagation and Scattering |
Yukai Zhu (University of Science and Technology of China), He Sun (University of Science and Technology of China) and Mingjun Xiao (University of Science and Technology of China) |
No |
| 65 |
DM624 |
Modularity-Fair Deep Community Detection |
Christos Gkartzios (University of Ioannina), Evaggelia Pitoura (University of Ioannina) and Panayiotis Tsaparas (University of Ioannina) |
Yes |
| 66 |
DM646 |
Information-Theoretic Active Correlation Clustering |
Linus Aronsson (Chalmers University of Technology) and Morteza Haghir Chehreghani (Chalmers University of Technology) |
Yes |
| 67 |
DM650 |
MuRAL-CPD: Active Learning for Multiresolution Change Point Detection |
Stefano Bertolasi (Università di Trento), Diego Carrera (STMicroelectronics), Diego Stucchi (STMicroelectronics), Pasqualina Fragneto (STMicroelectronics) and Luigi Amedeo Bianchi (Università di Trento) |
Yes |
| 68 |
DM661 |
A theoretical framework for self-supervised contrastive learning for continuous dependent data |
Alexander Marusov (Skolkovo Institute of Science and Technology), Aleksandr Yugay (Moscow Institute of Physics and Technology) and Alexey Zaytsev (Skolkovo Institute of Science and Technology) |
No |
| 69 |
DM666 |
fair-LDP: Uncertainty-Guided Fairness and Privacy for Federated Healthcare Learning |
Dian Chen (Virginia Tech), Qi Zhang (Virginia Tech), Lance Kaplan (US DEVCOM Army Research Laboratory), Audun Josang (University of Oslo), Donghyun Jeong (University of the District of Columbia), Feng Chen (The University of Texas at Dallas, Richardson) and Jin-Hee Cho (Virginia Tech) |
Yes |
| 70 |
DM682 |
Zero-Shot Cross-City Trajectory Prediction Using Hypernetworks |
Jonas Gunkel (German Aerospace Center), Andrea Tundis (German Aerospace Center) and Max Mühlhäuser (Technical University of Darmstadt) |
Yes |
| 71 |
DM684 |
Efficient Large-Scale Learning of Minimax Risk Classifiers |
Kartheek Bondugula (Basque Center for Applied Mathematics), Santiago Mazuelas (Basque Center for Applied Mathematics) and Aritz Perez (Basque Center for Applied Mathematics) |
Yes |
| 72 |
DM699 |
Hypergraph Representation Learning with Adaptive Broadcasting and Receiving |
Tianyi Ma (University of Notre Dame), Yiyue Qian (Amazon), Zheyuan Zhang (University of Notre Dame), Zehong Wang (University of Notre Dame), Shinan Zhang (Amazon), Chuxu Zhang (University of Connecticut) and Yanfang Ye (University of Notre Dame) |
Yes |
| 73 |
DM706 |
Interpretable and Interactive Deep Survival Analysis with Time-dependent EXtreme Gradient Integration |
Xinyu Qin (University of Houston), Ruiheng Yu (University of Houston), Armin Khayati (University of Houston), Zixiao Qiu (University of Toronto), Gengyi Zou (MD Anderson Cancer Center), Yan Li (University of Toronto) and Lu Wang (University of Houston) |
Yes |
| 74 |
DM714 |
CellFMCount: A Fluorescence Microscopy Dataset, Benchmark, and Methods for Cell Counting |
Abdurahman Ali Mohammed (Iowa State University), Catherine Fonder (Iowa State University), Ying Wei (Iowa State University), Wallapak Tavanapong (Iowa State University), Donald S Sakaguchi (Iowa State University), Surya K. Mallapragada (Iowa State University) and Qi Li (Iowa State University) |
Yes |
| 75 |
DM715 |
Advancing climate model interpretability: Feature attribution for Arctic melt anomalies |
Tolulope Ale (Institute for Harnessing Data and Model Revolution in the Polar Regions, University of Maryland, Baltimore County, Baltimore, MD), Nicole-Jeanne Schlegel (National Oceanic and Atmospheric Administration/OAR Geophysical Fluid Dynamics Laboratory, Princeton, NJ) and Vandana Janeja (University of Maryland, Baltimore County) |
Yes |
| 76 |
DM723 |
xLSTMAD: A Powerful xLSTM-based Method for Anomaly Detection |
Kamil Faber (AGH University of Krakow), Marcin Pietron (AGH University of Krakow), Dominik Zurek (AGH University of Krakow) and Roberto Corizzo (American University) |
Yes |
| 77 |
DM734 |
Incorporating Interactive User Feedback through Precision Matrix Adjustments for High-Dimensional Anomaly Detection |
Taylor Dinkins (Oregon State University), Weng-Keen Wong (Oregon State University), Haifeng Chen (NEC Labs America), Yanchi Liu (NEC Corporation) and Kai Ishikawa (NEC Corporation) |
Yes |
| 78 |
DM739 |
Efficient Markov Boundary Discovery via Neural Autoregressive Information Gathering |
Khoa Nguyen (Deakin Applied Artificial Intelligence Initiative), Bao Duong (Deakin Applied Artificial Intelligence Initiative), Viet Huynh (Edith Cowan University) and Thin Nguyen (Deakin Applied Artificial Intelligence Initiative) |
Yes |
| 79 |
DM752 |
MTS-DMAE: Dual-Masked Autoencoder for Unsupervised Multivariate Time Series Representation Learning |
Yi Xu (Northeastern University), Yitian Zhang (Northeastern University) and Yun Fu (Northeastern University) |
Yes |
| 80 |
DM762 |
LHGEL: Large Heterogeneous Graph Ensemble Learning using Batch View Aggregation |
Jiajun Shen (Florida Atlantic University), Yufei Jin (Florida Atlantic University), Yi He (William & Mary) and Xingquan Zhu (Florida Atlantic University) |
Yes |
| 81 |
DM773 |
Negative-Free Graph Contrastive Learning for Recommendation |
Junping Liu (Wuhan Textile University), Mingchao Yu (Wuhan Textile University), Xinrong Hu (Wuhan Textile University), Jie Yang (University of Wollongong), Yi Guo (Western Sydney University), Wanqing Li (University of Wollongong) and Wenbin Zhang (Florida International University) |
Yes |
| 82 |
DM775 |
EC-LDA: Label Distribution Inference Attack against Federated Graph Learning with Embedding Compression |
Tong Cheng (East China Normal University), Jie Fu (Stevens Institute of Technology), Xinpeng Ling (East China Normal University), Huifa Li (East China Normal University), Zhili Chen (East China Normal University), Haifeng Qian (East China Normal University) and Junqing Gong (East China Normal University) |
No |
| 83 |
DM779 |
Imitation-Inspired Semantic-Guided Distillation for User-Conditioned Memorability Prediction |
Indrajeet Ghosh (University of Maryland Baltimore County), Mohammad Saeid Anwar (University of Maryland Baltimore County), Kasthuri Jayarajah (New Jersey Insitute of Technology) and Nirmalya Roy (University of Maryland Baltimore County) |
Yes |
| 84 |
DM792 |
HadaSmileNet: Hadamard fusion of handcrafted and deep-learning features for enhancing facial emotion recognition of genuine smiles |
Mohammad Junayed Hasan (Johns Hopkins University), Nabeel Mohammed (North South University, Dhaka, Bangladesh), Shafin Rahman (North South University, Dhaka, Bangladesh) and Philipp Koehn (Johns Hopkins University) |
Yes |
| 85 |
DM800 |
Multi-Label Transfer Learning in Non-Stationary Data Streams |
Honghui Du (University College Dublin), Leandro Minku (University of Birmingham), Aonghus Lawlor (University College Dublin) and Huiyu Zhou (University of Leicester) |
Yes |
| 86 |
DM806 |
Learning to Retrieve for Environmental Knowledge Discovery: An Augmentation-Adaptive Self-Supervised Learning Framework |
Shiyuan Luo (University of Pittsburgh), Runlong Yu (University of Pittsburgh), Chonghao Qiu (University of Pittsburgh), Rahul Ghosh (University of Minnesota), Robert Ladwig (Aarhus University), Paul Hanson (University of Wisconsin - Madison), Yiqun Xie (University of Maryland) and Xiaowei Jia (University of Pittsburgh) |
Yes |
| 87 |
DM821 |
CGLE: Class-label Graph Link Estimator for Link prediction |
Ankit Mazumder (IIT Delhi) and Srikanta Bedathur (IIT Delhi) |
Yes |
| 88 |
DM840 |
ProHD: Projection-Based Hausdorff Distance Approximation |
Jiuzhou Fu (University of Washington), Luanzheng Guo (Pacific Northwest National Laboratory), Nathan Tallent (Pacific Northwest National Laboratory) and Dongfang Zhao (University of Washington) |
Yes |
| 89 |
DM846 |
Effective Series Decomposition and Components Learning for Time Series Generation |
Zixuan Ma (University of Pennsylvania) and Chenfeng Huang (University of Southern California) |
Yes |
| 90 |
DM872 |
D-HUMOR: Dark Humor Understanding via Multimodal Open-ended Reasoning |
Sai Kartheek Reddy Kasu (Indian Institute of Information Technology Dharwad), Mohammad Zia Ur Rehman (Indian Institute of Technology Indore), Shahid Shafi Dar (Indian Institute of Technology Indore), Rishi Bharat Junghare (Indian Institute of Technology Indore), Dhanvin Sanjay Namboodiri (Malaviya National Institute of Technology Jaipur) and Nagendra Kumar (Indian Institute of Technology Indore) |
No |
| 91 |
DM892 |
Hierarchical Structure Enhanced Graph Representation for Link Prediction |
Wenjie Liu (Yunnan University), Kun Yue (Yunnan University), Zhenyu Zhang (Tianjin University of Science & Technology) and Liang Duan (Yunnan University) |
No |
| 92 |
DM902 |
Heterogeneous Graph-based Sequential Recommendation with Disentangled Methods |
Jinpeng Chen (Beijing University of Posts and Telecommunications), Huachen Guan (Beijing University of Posts and Telecommunications), Fan Zhang (Beijing University of Posts and Telecommunications), Zhenye Yang (Beijing University of Posts and Telecommunications), Jianxiang He (Beijing University of Posts and Telecommunications), Hongbo Gao (University of Science and Technology of China) and Kaimin Wei (Jinan University) |
No |
| 93 |
DM913 |
Beyond Static LLM Policies: Imitation-Enhanced Reinforcement Learning for Recommendation |
Yi Zhang (The University of Queensland), Lili Xie (Indepedent Research), Ruihong Qiu (The University of Queensland), Jiajun Liu (CSIRO) and Sen Wang (The University of Queensland) |
Yes |
| 94 |
DM920 |
DynaCLIP: A novel Framework for Video-Text Retrieval via Dynamic Curriculum Learning and Adaptive Prompt Mixture-of-Experts |
Ning Chen (Guang Dong University of Technology), Xingming Liao (Guang Dong University of Technology), Chengzhong Lin (Guang Dong University of Technology), Zhuowei Wang (Guang Dong University of Technology) and Peijian Zeng (Guang Dong University of Technology) |
No |
| 95 |
DM925 |
CAST-GNN: Continual Adaptive Learning for Custom Spatio-Temporal Knowledge Graphs via Graph Neural Networks |
Gözde Ayşe Tataroğlu Özbulak (University of Lausanne), Yash Rash Shrestha (University of Lausanne) and Jean Paul Calbimonte (University of Applied Sciences and Arts Western Switzerland) |
No |
| 96 |
DM927 |
Towards Propagation-aware Representation Learning for Supervised Social Media Graph Analytics |
Wei Jiang (The University of Queensland), Tong Chen (The University of Queensland), Wei Yuan (The University of Queensland), Xiangyu Zhao (City University of Hong Kong), Quoc Viet Hung Nguyen (Griffith University) and Hongzhi Yin (The University of Queensland) |
No |
| 97 |
DM935 |
EM-Based Transfer Learning for Gaussian Causal Models Under Covariate and Target Shift |
Mohammad Ali Javidian (Appalachian State University) |
Yes |
| 98 |
DM945 |
Federated Domain Generalization with Latent Space Inversion |
Ragja Palakkadavath (Deakin University), Hung Le (Deakin University), Thanh Nguyen-Tang (John Hopkins University), Svetha Venkatesh (Deakin University) and Sunil Gupta (Deakin University) |
No |
| 99 |
DM953 |
Burger: Robust Graph Denoising-augmentation Fusion and Multi-semantic Modeling for Social Recommendation |
Yuqin Lan (Huazhong University of Science and Technology) and Laurence.T Yang (Huazhong University of Science and Technology) |
No |
| 100 |
DM958 |
Revisiting One-Versus-One and One-Versus-Rest: Insights into Imbalanced Multi-class Classification |
Kuan-Ting Chen (Mohamed bin Zayed University of Artificial Intelligence) and Chih-Jen Lin (National Taiwan University) |
Yes |
| 101 |
DM971 |
Trend-Aware Multivariate Time Series Forecasting Based on Mutual Information and Cross Attention |
Jie Tu (Yunnan University), Kun Yue (Yunnan University), Zhenyu Zhang (Tianjin University of Science & Technology) and Liang Duan (Yunnan University) |
No |
| 102 |
DM974 |
Parameters: Locally-Guided Knowledge Distillation for Decentralized Federated Learning |
Behnaz Soltani (Macquarie University), Yipeng Zhou (Macquarie University), Saqr Thabet (Macquarie University), Elaf Alhazmi (Macquarie University), Lina Yao (CSIRO’s Data61) and Quan Z. Sheng (Macquarie University) |
No |
| 103 |
DM987 |
Koopman Spectral Dynamics for Interpretable and Predictive Semantic Drift in Language Models |
Satyam Mishra (Vietnam National University, Hanoi), Phung Thao Vi (Vietnam National University, Hanoi), Vu Minh Phuc (Vietnam National University, Hanoi), Shivam Mishra (Vietnam National University, Hanoi), Sundaram Mishra (Bikaner Technical University, Bikaner) and Vishwanath Bijalwan (SR University, Warangal) |
No |
| 104 |
DM994 |
Read-write LSTM: A Novel Approach Integrating Backpropagation to Data in LSTM |
Yassine Baghoussi (INESC TEC), João Mendes-Moreira (INESC TEC, Faculdade de Engenharia, Universidade do Porto) and Carlos Soares (Fraunhofer,Faculdade de Engenharia, Universidade do Porto) |
Yes |
| 105 |
DM998 |
Efficient Cardinality Estimation with Query-induced Probability Inference |
Huashuai Liu (Yunnan University), Xinran Wu (Yunnan University), Kun Yue (Yunnan University), Bingbing Xiang (Yunnan University) and Liang Duan (Yunnan University) |
No |
