| 2026 | AAAI | From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation. | Qingchuan Li, Mingyue Cheng, Zirui Liu, Daoyu Wang, Yuting Zeng, Tongxuan Liu |
| 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 | 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 |
| 2025 | CIKM | Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study. | Shuo Yu, Mingyue Cheng, Qi Liu, Daoyu Wang, Jiqian Yang, Jie Ouyang, Yucong Luo, Chenyi Lei, Enhong Chen |
| 2025 | CIKM | TableTime: Reformulating Time Series Classification as Training-Free Table Understanding with Large Language Models. | Jiahao Wang, Mingyue Cheng, Qingyang Mao, Yitong Zhou, Daoyu Wang, Qi Liu, Feiyang Xu, Xin Li |
| 2025 | ICML | TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation. | Daoyu Wang, Mingyue Cheng, Zhiding Liu, 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 | ICRA | Gaze and Go: Harnessing Visual Attention Valence in Upper-Limb Robotic Rehabilitation With Tailored Gamification and Eye Tracking for Neuroplasticity. | Daomiao Wang, Peidong He, Yixi Wang, Zhuo Jian, Zilong Song, Qihan Hu, Fanfu Fang, Cuiwei Yang, Daoyu Wang, Hongliu Yu |