Xiaoyu Tao - RankMe

24 papers A* 3A 4Journal 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AnomaMind: Agentic Time Series Anomaly Detection with Tool-Augmented Reasoning. CoRR Xiaoyu Tao, Yuchong Wu, Mingyue Cheng, Ze Guo, Tian Gao
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`	Cast-R1: Learning Tool-Augmented Sequential Decision Policies for Time Series Forecasting. CoRR Xiaoyu Tao, Mingyue Cheng, Chuang Jiang, Tian Gao, Huanjian Zhang, Yaguo Liu
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	J	`jnl`	InstructTime++: Time Series Classification with Multimodal Language Modeling via Implicit Feature Enhancement. CoRR Mingyue Cheng, Xiaoyu Tao, Huajian Zhang, Qi Liu, Enhong Chen
2026	J	`jnl`	MemCast: Memory-Driven Time Series Forecasting with Experience-Conditioned Reasoning. CoRR Xiaoyu Tao, Mingyue Cheng, Ze Guo, Shuo Yu, Yaguo Liu, Qi Liu, Shijin Wang
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
2026	J	`jnl`	Position: Beyond Model-Centric Prediction - Agentic Time Series Forecasting. CoRR Mingyue Cheng, Xiaoyu Tao, Qi Liu, Ze Guo, Enhong Chen
2026	A*	`conf`	STaR: Towards Effective and Stable Table Reasoning via Slow-Thinking Large Language Models. WWW Huajian Zhang, Mingyue Cheng, Yucong Luo, Xiaoyu Tao
2026	J	`jnl`	TableMind++: An Uncertainty-Aware Programmatic Agent for Tool-Augmented Table Reasoning. CoRR Mingyue Cheng, Shuo Yu, Chuang Jiang, Xiaoyu Tao, Qingyang Mao, Jie Ouyang, Qi Liu, Enhong Chen
2026	A	`conf`	TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning. WSDM Chuang Jiang, Mingyue Cheng, Xiaoyu Tao, Qingyang Mao, Jie Ouyang, Qi Liu
2026	A	`conf`	TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders. WSDM Mingyue Cheng, Xiaoyu Tao, Zhiding Liu, Qi Liu, Hao Zhang, Rujiao Zhang, Enhong Chen
2025	J	`jnl`	AlphaCast: A Human Wisdom-LLM Intelligence Co-Reasoning Framework for Interactive Time Series Forecasting. CoRR Xiaohan Zhang, Tian Gao, Mingyue Cheng, Bokai Pan, Ze Guo, Yaguo Liu, Xiaoyu Tao
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	A	`conf`	Cross-Domain Pre-training with Language Models for Transferable Time Series Representations. WSDM Mingyue Cheng, Xiaoyu Tao, Qi Liu, Hao Zhang, Yiheng Chen, Defu Lian
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	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	J	`jnl`	OneCast: Structured Decomposition and Modular Generation for Cross-Domain Time Series Forecasting. CoRR Tingyue Pan, Mingyue Cheng, Shilong Zhang, Zhiding Liu, Xiaoyu Tao, Yucong Luo, Jintao Zhang, Qi Liu
2025	J	`jnl`	STaR: Towards Cognitive Table Reasoning via Slow-Thinking Large Language Models. CoRR Huajian Zhang, Mingyue Cheng, Yucong Luo, Xiaoyu Tao
2025	J	`jnl`	TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning. CoRR Chuang Jiang, Mingyue Cheng, Xiaoyu Tao, Qingyang Mao, Jie Ouyang, Qi Liu
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`	Hierarchical Multimodal LLMs with Semantic Space Alignment for Enhanced Time Series Classification. CoRR Xiaoyu Tao, Tingyue Pan, Mingyue Cheng, Yucong Luo
2024	J	`jnl`	Learning Transferable Time Series Classifier with Cross-Domain Pre-training from Language Model. CoRR Mingyue Cheng, Xiaoyu Tao, Qi Liu, Hao Zhang, Yiheng Chen, Chenyi Lei