| 2024 | User Migration across Multiple Social Media Platforms. | Ujun Jeong, Ayushi Nirmal, Kritshekhar Jha, Xu Tang, H. Russell Bernard, Huan Liu |
| 2024 | Early Multiple Temporal Patterns Based Event Prediction in Heterogeneous Multivariate Temporal Data. | Nevo Itzhak, Szymon Jaroszewicz, Robert Moskovitch |
| 2024 | Genius: Subteam Replacement with Clustering-based Graph Neural Networks. | Chuxuan Hu, Qinghai Zhou, Hanghang Tong |
| 2024 | Only Attending What Matter within Trajectories - | Mingzhi Hu, Xin Zhang, Yanhua Li, Yiqun Xie, Xiaowei Jia, Xun Zhou, Jun Luo |
| 2024 | Geospatial Topological Relation Extraction from Text with Knowledge Augmentation. | Wei Hu, Bowen Jin, Minhao Jiang, Sizhe Zhou, Zhaonan Wang, Jiawei Han, Shaowen Wang |
| 2024 | Dual-stage Flows-based Generative Modeling for Traceable Urban Planning. | Xuanming Hu, Wei Fan, Dongjie Wang, Pengyang Wang, Yong Li, Yanjie Fu |
| 2024 | EBV: Electronic Bee-Veterinarian for Principled Mining and Forecasting of Honeybee Time Series. | Shamima Hossain, Christos Faloutsos, Boris Baer, Hyoseung Kim, Vassilis J. Tsotras |
| 2024 | Knowledge Guided Machine Learning for Extracting, Preserving, and Adapting Physics-aware Features. | Erhu He, Yiqun Xie, Licheng Liu, Zhenong Jin, Dajun Zhang, Xiaowei Jia |
| 2024 | DualVAE: Dual Disentangled Variational AutoEncoder for Recommendation. | Zhiqiang Guo, Guohui Li, Jianjun Li, Chaoyang Wang, Si Shi |
| 2024 | MISS: Multiclass Interpretable Scoring Systems. | Michal K. Grzeszczyk, Tomasz Trzcinski, Arkadiusz Sitek |
| 2024 | Towards Entity-Aware Conditional Variational Inference for Heterogeneous Time-Series Prediction: An application to Hydrology. | Rahul Ghosh, Arvind Renganathan, Wallace McAliley, Michael S. Steinbach, Christopher J. Duffy, Vipin Kumar |
| 2024 | Helper Recommendation with seniority control in Online Health Community. | Junruo Gao, Chen Ling, Carl Yang, Liang Zhao |
| 2024 | Decentralized Stochastic Compositional Gradient Descent for AUPRC Maximization. | Hongchang Gao, Yubin Duan, Yihan Zhang, Jie Wu |
| 2024 | Differences Between Hard and Noisy-labeled Samples: An Empirical Study. | Mahsa Forouzesh, Patrick Thiran |
| 2024 | Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data. | Majid Farhadloo, Arun Sharma, Jayant Gupta, Alexey A. Leontovich, Svetomir N. Markovic, Shashi Shekhar |
| 2024 | PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies. | Audrey Der, Chin-Chia Michael Yeh, Yan Zheng, Junpeng Wang, Zhongfang Zhuang, Liang Wang, Wei Zhang, Eamonn J. Keogh |
| 2024 | An Exemplars-Based Approach for Explainable Clustering: Complexity and Efficient Approximation Algorithms. | Ian Davidson, Michael J. Livanos, Antoine Gourru, Peter B. Walker, Julien Velcin, S. S. Ravi |
| 2024 | Automated Fusion of Multimodal Electronic Health Records for Better Medical Predictions. | Suhan Cui, Jiaqi Wang, Yuan Zhong, Han Liu, Ting Wang, Fenglong Ma |
| 2024 | Treatment-Aware Hyperbolic Representation Learning for Causal Effect Estimation with Social Networks. | Ziqiang Cui, Xing Tang, Yang Qiao, Bowei He, Liang Chen, Xiuqiang He, Chen Ma |
| 2024 | DualToken-ViT: Position-aware Efficient Vision Transformer with Dual Token Fusion. | Zhenzhen Chu, Jiayu Chen, Cen Chen, Chengyu Wang, Ziheng Wu, Jun Huang, Weining Qian |
| 2024 | Active Learning for Graphs with Noisy Structures. | Hongliang Chi, Cong Qi, Suhang Wang, Yao Ma |
| 2024 | Test-Time Training for Spatial-Temporal Forecasting. | Changlu Chen, Yanbin Liu, Ling Chen, Chengqi Zhang |
| 2024 | An Image Dataset for Benchmarking Recommender Systems with Raw Pixels. | Yu Cheng, Yunzhu Pan, Jiaqi Zhang, Yongxin Ni, Aixin Sun, Fajie Yuan |
| 2024 | Prescribed Fire Modeling using Knowledge-Guided Machine Learning for Land Management. | Somya Sharma Chatterjee, Kelly Lindsay, Neel Chatterjee, Rohan Patil, Ilkay Altintas De Callafon, Michael S. Steinbach, Daniel Giron, Mai H. Nguyen, Vipin Kumar |
| 2024 | Pattern-based Time Series Semantic Segmentation with Gradual State Transitions. | Louis Carpentier, Len Feremans, Wannes Meert, Mathias Verbeke |