Daoyu Wang

21 papers A* 5A 3Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A conf
Can Slow-Thinking LLMs Reason Over Time? Empirical Studies in Time Series Forecasting.
WSDM
Mingyue Cheng, Jiahao Wang, Daoyu Wang, Xiaoyu Tao, Qi Liu, Enhong Chen
2026 J jnl
CoGenCast: A Coupled Autoregressive-Flow Generative Framework for Time Series Forecasting.
CoRR
Yaguo Liu, Mingyue Cheng, Daoyu Wang, Xiaoyu Tao, Qi Liu
2026 A* conf
From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation.
AAAI
Qingchuan Li, Mingyue Cheng, Zirui Liu, Daoyu Wang, Yuting Zeng, Tongxuan Liu
2026 A* conf
MemWeaver: A Hierarchical Memory from Textual Interactive Behaviors for Personalized Generation.
WWW
Shuo Yu, Mingyue Cheng, Daoyu Wang, Qi Liu, Zirui Liu, Ze Guo, Xiaoyu Tao
2026 J jnl
Mind2Report: A Cognitive Deep Research Agent for Expert-Level Commercial Report Synthesis.
CoRR
Mingyue Cheng, Daoyu Wang, Qi Liu, Shuo Yu, Xiaoyu Tao, Yuqian Wang, Chengzhong Chu, Yu Duan, Mingkang Long, Enhong Chen
2025 J jnl
A Survey on Knowledge-Oriented Retrieval-Augmented Generation.
CoRR
Mingyue Cheng, Yucong Luo, Jie Ouyang, Qi Liu, Huijie Liu, Li Li, Shuo Yu, Bohou Zhang, Jiawei Cao, Jie Ma, Daoyu Wang, Enhong Chen
2025 J jnl
Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning.
CoRR
Mingyue Cheng, Jie Ouyang, Shuo Yu, Ruiran Yan, Yucong Luo, Zirui Liu, Daoyu Wang, Qi Liu, Enhong Chen
2025 A* conf
Conditional Denoising Meets Polynomial Modeling: A Flexible Decoupled Framework for Time Series Forecasting.
IJCAI
Jintao Zhang, Mingyue Cheng, Xiaoyu Tao, Zhiding Liu, Daoyu Wang
2025 J jnl
From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation.
CoRR
Qingchuan Li, Mingyue Cheng, Zirui Liu, Daoyu Wang, Yuting Zeng, Tongxuan Liu
2025 J jnl
From Values to Tokens: An LLM-Driven Framework for Context-aware Time Series Forecasting via Symbolic Discretization.
CoRR
Xiaoyu Tao, Shilong Zhang, Mingyue Cheng, Daoyu Wang, Tingyue Pan, Bokai Pan, Changqing Zhang, Shijin Wang
2025 A* conf
Gaze and Go: Harnessing Visual Attention Valence in Upper-Limb Robotic Rehabilitation With Tailored Gamification and Eye Tracking for Neuroplasticity.
ICRA
Daomiao Wang, Peidong He, Yixi Wang, Zhuo Jian, Zilong Song, Qihan Hu, Fanfu Fang, Cuiwei Yang, Daoyu Wang, Hongliu Yu
2025 J jnl
MemWeaver: A Hierarchical Memory from Textual Interactive Behaviors for Personalized Generation.
CoRR
Shuo Yu, Mingyue Cheng, Daoyu Wang, Qi Liu, Zirui Liu, Ze Guo, Xiaoyu Tao
2025 A conf
Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study.
CIKM
Shuo Yu, Mingyue Cheng, Qi Liu, Daoyu Wang, Jiqian Yang, Jie Ouyang, Yucong Luo, Chenyi Lei, Enhong Chen
2025 J jnl
PaperArena: An Evaluation Benchmark for Tool-Augmented Agentic Reasoning on Scientific Literature.
CoRR
Daoyu Wang, Mingyue Cheng, Qi Liu, Shuo Yu, Zirui Liu, Ze Guo
2025 A conf
TableTime: Reformulating Time Series Classification as Training-Free Table Understanding with Large Language Models.
CIKM
Jiahao Wang, Mingyue Cheng, Qingyang Mao, Yitong Zhou, Daoyu Wang, Qi Liu, Feiyang Xu, Xin Li
2025 J jnl
Time Series Forecasting as Reasoning: A Slow-Thinking Approach with Reinforced LLMs.
CoRR
Yucong Luo, Yitong Zhou, Mingyue Cheng, Jiahao Wang, Daoyu Wang, Tingyue Pan, Jintao Zhang
2025 A* conf
TimeDART: A Diffusion Autoregressive Transformer for Self-Supervised Time Series Representation.
ICML
Daoyu Wang, Mingyue Cheng, Zhiding Liu, Qi Liu
2024 J jnl
Diffusion Auto-regressive Transformer for Effective Self-supervised Time Series Forecasting.
CoRR
Daoyu Wang, Mingyue Cheng, Zhiding Liu, Qi Liu, Enhong Chen
2024 J jnl
FDF: Flexible Decoupled Framework for Time Series Forecasting with Conditional Denoising and Polynomial Modeling.
CoRR
Jintao Zhang, Mingyue Cheng, Xiaoyu Tao, Zhiding Liu, Daoyu Wang
2024 J jnl
Revisiting the Solution of Meta KDD Cup 2024: CRAG.
CoRR
Jie Ouyang, Yucong Luo, Mingyue Cheng, Daoyu Wang, Shuo Yu, Qi Liu, Enhong Chen
2023 — conf
Digital-Twin-Based Patient Evaluation during Stroke Rehabilitation.
ICCPS
Yilun Chen, Wentao Wang, Junyu Diao, Daoyu Wang, Zhuo Jian, Yixi Wang, Zhihao Jiang