| 2026 | WWW | MemWeaver: A Hierarchical Memory from Textual Interactive Behaviors for Personalized Generation. | Shuo Yu, Mingyue Cheng, Daoyu Wang, Qi Liu, Zirui Liu, Ze Guo, Xiaoyu Tao |
| 2026 | WWW | STaR: Towards Effective and Stable Table Reasoning via Slow-Thinking Large Language Models. | Huajian Zhang, Mingyue Cheng, Yucong Luo, Xiaoyu Tao |
| 2026 | WSDM | TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders. | Mingyue Cheng, Xiaoyu Tao, Zhiding Liu, Qi Liu, Hao Zhang, Rujiao Zhang, Enhong Chen |
| 2026 | WSDM | Can Slow-Thinking LLMs Reason Over Time? Empirical Studies in Time Series Forecasting. | Mingyue Cheng, Jiahao Wang, Daoyu Wang, Xiaoyu Tao, Qi Liu, Enhong Chen |
| 2026 | WSDM | TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning. | Chuang Jiang, Mingyue Cheng, Xiaoyu Tao, Qingyang Mao, Jie Ouyang, Qi Liu |
| 2025 | IJCAI | Conditional Denoising Meets Polynomial Modeling: A Flexible Decoupled Framework for Time Series Forecasting. | Jintao Zhang, Mingyue Cheng, Xiaoyu Tao, Zhiding Liu, Daoyu Wang |
| 2025 | WSDM | Cross-Domain Pre-training with Language Models for Transferable Time Series Representations. | Mingyue Cheng, Xiaoyu Tao, Qi Liu, Hao Zhang, Yiheng Chen, Defu Lian |
| 2021 | AAAI | Few-Shot Class-Incremental Learning via Relation Knowledge Distillation. | Songlin Dong, Xiaopeng Hong, Xiaoyu Tao, Xinyuan Chang, Xing Wei, Yihong Gong |
| 2021 | ICIP | Class Incremental Learning for Video Action Classification. | Jiawei Ma, Xiaoyu Tao, Jianxing Ma, Xiaopeng Hong, Yihong Gong |
| 2020 | AAAI | Bi-Objective Continual Learning: Learning 'New' While Consolidating 'Known'. | Xiaoyu Tao, Xiaopeng Hong, Xinyuan Chang, Yihong Gong |
| 2020 | CVPR | Few-Shot Class-Incremental Learning. | Xiaoyu Tao, Xiaopeng Hong, Xinyuan Chang, Songlin Dong, Xing Wei, Yihong Gong |
| 2020 | ECCV | Topology-Preserving Class-Incremental Learning. | Xiaoyu Tao, Xinyuan Chang, Xiaopeng Hong, Xing Wei, Yihong Gong |
| 2020 | ICPR | Class-Incremental Learning with Topological Schemas of Memory Spaces. | Xinyuan Chang, Xiaoyu Tao, Xiaopeng Hong, Xing Wei, Wei Ke, Yihong Gong |
| 2019 | IECON | Surrogate Thermal Model for Power Electronic Modules using Artificial Neural Network. | Zhigen Xu, Yuan Gao, Xin Wang, Xiaoyu Tao, Qingui Xu |
| 2018 | ECCV | Transductive Semi-Supervised Deep Learning Using Min-Max Features. | Weiwei Shi, Yihong Gong, Chris Ding, Zhiheng Ma, Xiaoyu Tao, Nanning Zheng |