| 2025 | Beyond Locations: A Motion Range-Aware Similarity Join. | Ke Li, Lisi Chen, Shuo Shang, Christian S. Jensen, Panos Kalnis |
| 2025 | Adapting Pretrained Language Models for Citation Classification via Self-Supervised Contrastive Learning. | Tong Li, Jiachuan Wang, Yongqi Zhang, Shuangyin Li, Lei Chen |
| 2025 | Improving Long-tail User CTR Prediction via Hierarchical Distribution Alignment. | Yifan Wang, Weizhi Ma, Min Zhang, Xiaoxiao Xu, Zhiqiang Liu, Shaoping Ma |
| 2025 | SurvUnc: A Meta-Model Based Uncertainty Quantification Framework for Survival Analysis. | Yu Liu, Weiyao Tao, Tong Xia, Simon Knight, Tingting Zhu |
| 2025 | Loss or Gain: Hierarchical Conditional Information Bottleneck Approach for Incomplete Time Series Classification. | Shuo Zhang, Jing Wang, Shiqin Nie, Jinghang Yue, Weikang Zhu, Youfang Lin |
| 2025 | Incomplete Multi-View Drug Recommendation via Multi-Level Representation Learning and Curriculum Learning. | Ning Liu, Yunsen Tang, Haitao Yuan, Hongtao Lv, Lili Jiang, Zhen Li, Wei Zhang, Jianyong Wang |
| 2025 | Verification of Incomplete Graph Unlearning through Adversarial Perturbations. | Kun Wu, Wendy Hui Wang |
| 2025 | TSFM-Bench: A Comprehensive and Unified Benchmark of Foundation Models for Time Series Forecasting. | Zhe Li, Xiangfei Qiu, Peng Chen, Yihang Wang, Hanyin Cheng, Yang Shu, Jilin Hu, Chenjuan Guo, Aoying Zhou, Christian S. Jensen, Bin Yang |
| 2025 | IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting. | Wei Fan, Shun Zheng, Pengyang Wang, Rui Xie, Kun Yi, Qi Zhang, Jiang Bian, Yanjie Fu |
| 2025 | The 4th Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI). | Chen Zhao, Feng Chen, Xintao Wu, Haifeng Chen |
| 2025 | Unsupervised Time Series Anomaly Prediction with Importance-based Generative Contrastive Learning. | Kai Zhao, Zhihao Zhuang, Chenjuan Guo, Hao Miao, Christian S. Jensen, Yunyao Cheng, Bin Yang |
| 2025 | SciSoc LLM Workshop: Large Language Models for Scientific and Societal Advances. | Wei Jin, Lu Cheng, Wenpeng Yin, Xianfeng Tang, Qingsong Wen, Danai Koutra, B. Aditya Prakash, Yan Liu |
| 2025 | EFO | Hang Yin, Zihao Wang, Weizhi Fei, Yangqiu Song |
| 2025 | Incremental Label Distribution Learning. | Chao Xu, Xijia Tang, Hong Tao, Chenping Hou |
| 2025 | Towards Context-Aware Traffic Classification via Time-Wavelet Fusion Network. | Ziming Zhao, Zhuoxue Song, Xiaofei Xie, Zhaoxuan Li, Jiongchi Yu, Fan Zhang, Tingting Li |
| 2025 | FreRA: A Frequency-Refined Augmentation for Contrastive Learning on Time Series Classification. | Tian Tian, Chunyan Miao, Hangwei Qian |
| 2025 | SKnow-LLM Workshop: Structured Knowledge for Large Language Models. | Qi Zhu, Xiusi Chen, Yu Zhang, Soji Adeshina, Costas Mavromatis, Zhen Han, Vassilis N. Ioannidis, Leman Akoglu, Danai Koutra, Huzefa Rangwala |
| 2025 | Retrieval Augmented Cross-Domain LifeLong Behavior Modeling for Enhancing Click-through Rate Prediction. | Xing Tang, Chaohua Yang, Yuwen Fu, Dongyang Ao, Shiwei Li, Fuyuan Lyu, Dugang Liu, Xiuqiang He |
| 2025 | Improving Open-world Continual Learning under the Constraints of Scarce Labeled Data. | Yujie Li, Xiangkun Wang, Xin Yang, Marcello M. Bonsangue, Junbo Zhang, Tianrui Li |
| 2025 | FAT: Frequency-Aware Pretraining for Enhanced Time-Series Representation Learning. | Rui Cheng, Xiangfei Jia, Qing Li, Rong Xing, Jiwen Huang, Yu Zheng, Zhilong Xie |
| 2025 | A Scalable Pretraining Framework for Link Prediction with Efficient Adaptation. | Yu Song, Zhigang Hua, Harry Shomer, Yan Xie, Jingzhe Liu, Bo Long, Hui Liu |
| 2025 | Your Graph Recommenders are Provably Doing Graph Contrastive Learning. | Wenjie Yang, Shengzhong Zhang, Jiaxing Guo, Zengfeng Huang |
| 2025 | FuzzyLight: A Robust Two-Stage Fuzzy Approach for Traffic Signal Control Works in Real Cities. | Mingyuan Li, Jiahao Wang, Bo Du, Jun Shen, Qiang Wu |
| 2025 | Efficient End-to-end Language Model Fine-tuning on Graphs. | Rui Xue, Xipeng Shen, Ruozhou Yu, Xiaorui Liu |
| 2025 | Saliency-Bench: A Comprehensive Benchmark for Evaluating Visual Explanations. | Yifei Zhang, James Song, Siyi Gu, Tianxu Jiang, Bo Pan, Guangji Bai, Liang Zhao |