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2020 – today
- 2026
[c7]Mingyue Cheng
, Jiahao Wang, Daoyu Wang, Xiaoyu Tao, Qi Liu, Enhong Chen:
Can Slow-Thinking LLMs Reason Over Time? Empirical Studies in Time Series Forecasting. WSDM 2026: 99-110- [i12]Mingyue Cheng, Daoyu Wang, Qi Liu, Shuo Yu, Xiaoyu Tao, Yuqian Wang, Chengzhong Chu, Yu Duan, Mingkang Long, Enhong Chen:
Mind2Report: A Cognitive Deep Research Agent for Expert-Level Commercial Report Synthesis. CoRR abs/2601.04879 (2026) - [i11]Yaguo Liu, Mingyue Cheng, Daoyu Wang, Xiaoyu Tao, Qi Liu:
CoGenCast: A Coupled Autoregressive-Flow Generative Framework for Time Series Forecasting. CoRR abs/2602.03564 (2026) - 2025
- [c6]Jiahao Wang, Mingyue Cheng, Qingyang Mao, Yitong Zhou, Daoyu Wang, Qi Liu, Feiyang Xu, Xin Li:
TableTime: Reformulating Time Series Classification as Training-Free Table Understanding with Large Language Models. CIKM 2025: 3009-3019 - [c5]Shuo Yu, Mingyue Cheng, Qi Liu, Daoyu Wang, Jiqian Yang, Jie Ouyang, Yucong Luo, Chenyi Lei, Enhong Chen:
Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study. CIKM 2025: 3931-3941 - [c4]Daoyu Wang, Mingyue Cheng, Zhiding Liu, Qi Liu:
TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation. ICML 2025 - [c3]Daomiao Wang, Peidong He, Yixi Wang, Zhuo Jian, Zilong Song, Qihan Hu, Fanfu Fang, Cuiwei Yang, Daoyu Wang, Hongliu Yu:
Gaze and Go: Harnessing Visual Attention Valence in Upper-Limb Robotic Rehabilitation With Tailored Gamification and Eye Tracking for Neuroplasticity. ICRA 2025: 9455-9461 - [c2]Jintao Zhang, Mingyue Cheng, Xiaoyu Tao, Zhiding Liu, Daoyu Wang:
Conditional Denoising Meets Polynomial Modeling: A Flexible Decoupled Framework for Time Series Forecasting. IJCAI 2025: 6993-7001 - [i10]Mingyue Cheng, Yucong Luo, Jie Ouyang, Qi Liu, Huijie Liu, Li Li, Shuo Yu, Bohou Zhang, Jiawei Cao, Jie Ma, Daoyu Wang, Enhong Chen:
A Survey on Knowledge-Oriented Retrieval-Augmented Generation. CoRR abs/2503.10677 (2025) - [i9]Yucong Luo, Yitong Zhou, Mingyue Cheng, Jiahao Wang, Daoyu Wang, Tingyue Pan, Jintao Zhang:
Time Series Forecasting as Reasoning: A Slow-Thinking Approach with Reinforced LLMs. CoRR abs/2506.10630 (2025) - [i8]Xiaoyu Tao, Shilong Zhang, Mingyue Cheng, Daoyu Wang, Tingyue Pan, Bokai Pan, Changqing Zhang, Shijin Wang:
From Values to Tokens: An LLM-Driven Framework for Context-aware Time Series Forecasting via Symbolic Discretization. CoRR abs/2508.09191 (2025) - [i7]Shuo Yu, Mingyue Cheng, Daoyu Wang, Qi Liu, Zirui Liu, Ze Guo, Xiaoyu Tao:
MemWeaver: A Hierarchical Memory from Textual Interactive Behaviors for Personalized Generation. CoRR abs/2510.07713 (2025) - [i6]Daoyu Wang, Mingyue Cheng, Qi Liu, Shuo Yu, Zirui Liu, Ze Guo:
PaperArena: An Evaluation Benchmark for Tool-Augmented Agentic Reasoning on Scientific Literature. CoRR abs/2510.10909 (2025) - [i5]Mingyue Cheng, Jie Ouyang, Shuo Yu, Ruiran Yan, Yucong Luo, Zirui Liu, Daoyu Wang, Qi Liu, Enhong Chen:
Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning. CoRR abs/2511.14460 (2025) - [i4]Qingchuan Li, Mingyue Cheng, Zirui Liu, Daoyu Wang, Yuting Zeng, Tongxuan Liu:
From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation. CoRR abs/2512.03360 (2025) - 2024
- [i3]Jie Ouyang, Yucong Luo, Mingyue Cheng, Daoyu Wang, Shuo Yu, Qi Liu, Enhong Chen:
Revisiting the Solution of Meta KDD Cup 2024: CRAG. CoRR abs/2409.15337 (2024) - [i2]Daoyu Wang, Mingyue Cheng, Zhiding Liu, Qi Liu, Enhong Chen:
Diffusion Auto-regressive Transformer for Effective Self-supervised Time Series Forecasting. CoRR abs/2410.05711 (2024) - [i1]Jintao Zhang, Mingyue Cheng, Xiaoyu Tao, Zhiding Liu, Daoyu Wang:
FDF: Flexible Decoupled Framework for Time Series Forecasting with Conditional Denoising and Polynomial Modeling. CoRR abs/2410.13253 (2024) - 2023
- [c1]Yilun Chen, Wentao Wang, Junyu Diao, Daoyu Wang, Zhuo Jian, Yixi Wang, Zhihao Jiang:
Digital-Twin-Based Patient Evaluation during Stroke Rehabilitation. ICCPS 2023: 22-33
Coauthor Index
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