Tao He

20 papers A* 4Misc 1Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
From Sampling to Cognition: Modeling Internal Cognitive Confidence in Language Models for Robust Uncertainty Calibration.
AAAI
Hao Li, Tao He, Jiafeng Liang, Zheng Chu, Ming Liu
2026 J jnl
Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models.
CoRR
Runxuan Liu, Xianhao Ou, Xinyan Ma, Jiyuan Wang, Jiafeng Liang, Jiaqi Li, Tao He, Zheng Chu, Rongchuan Mu, Zekun Wang, Baoxin Wang, Dayong Wu, Ming Liu, Shijin Wang, Guoping Hu, Bing Qin
2026 J jnl
Subgraph-Centric Multi-Agent Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning.
IEEE Trans. Knowl. Data Eng.
Tao He, Zerui Chen, Lizi Liao, Yixin Cao, Yuanxing Liu, Wei Tang, Xun Mao, Kai Lv, Ming Liu, Bing Qin
2026 J jnl
The Evolution of Tool Use in LLM Agents: From Single-Tool Call to Multi-Tool Orchestration.
CoRR
Haoyuan Xu, Chang Li, Xinyan Ma, Xianhao Ou, Zihan Zhang, Tao He, Xiangyu Liu, Zixiang Wang, Jiafeng Liang, Zheng Chu, Runxuan Liu, Rongchuan Mu, Dandan Tu, Ming Liu, Bing Qin
2025 — conf
Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution.
ACL (Findings)
Tao He, Hao Li, Jingchang Chen, Runxuan Liu, Yixin Cao, Lizi Liao, Zihao Zheng, Zheng Chu, Jiafeng Liang, Ming Liu, Bing Qin
2025 J jnl
Exploring & exploiting high-order graph structure for sparse knowledge graph completion.
Frontiers Comput. Sci.
Tao He, Ming Liu, Yixin Cao, Zekun Wang, Zihao Zheng, Bing Qin
2025 J jnl
Good Learners Think Their Thinking: Generative PRM Makes Large Reasoning Model More Efficient Math Learner.
CoRR
Tao He, Rongchuan Mu, Lizi Liao, Yixin Cao, Ming Liu, Bing Qin
2025 A* conf
How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future.
EMNLP
Zerui Chen, Huiming Fan, Qianyu Wang, Tao He, Ming Liu, Heng Chang, Weijiang Yu, Ze Li, Bing Qin
2025 A* conf
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning.
SIGIR
Tao He, Lizi Liao, Ming Liu, Bing Qin
2025 J jnl
Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning.
CoRR
Tao He, Lizi Liao, Ming Liu, Bing Qin
2025 A* conf
Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues.
AAAI
Tao He, Lizi Liao, Yixin Cao, Yuanxing Liu, Yiheng Sun, Zerui Chen, Ming Liu, Bing Qin
2024 — conf
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future.
ACL (1)
Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Tao He, Haotian Wang, Weihua Peng, Ming Liu, Bing Qin, Ting Liu
2024 — conf
Planning Like Human: A Dual-process Framework for Dialogue Planning.
ACL (1)
Tao He, Lizi Liao, Yixin Cao, Yuanxing Liu, Ming Liu, Zerui Chen, Bing Qin
2024 J jnl
Planning Like Human: A Dual-process Framework for Dialogue Planning.
CoRR
Tao He, Lizi Liao, Yixin Cao, Yuanxing Liu, Ming Liu, Zerui Chen, Bing Qin
2024 Misc conf
Relational Graph-Bridged Image-Text Interaction: A Novel Method for Multi-Modal Relation Extraction.
ICASSP
Zihao Zheng, Tao He, Ming Liu, Zhongyuan Wang, Ruiji Fu, Bing Qin
2024 J jnl
Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues.
CoRR
Tao He, Lizi Liao, Yixin Cao, Yuanxing Liu, Yiheng Sun, Zerui Chen, Ming Liu, Bing Qin
2024 J jnl
VEM
Data Min. Knowl. Discov.
Tao He, Ming Liu, Yixin Cao, Meng Qu, Zihao Zheng, Bing Qin
2023 J jnl
A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future.
CoRR
Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Tao He, Haotian Wang, Weihua Peng, Ming Liu, Bing Qin, Ting Liu
2023 J jnl
Exploring & Exploiting High-Order Graph Structure for Sparse Knowledge Graph Completion.
CoRR
Tao He, Ming Liu, Yixin Cao, Zekun Wang, Zihao Zheng, Zheng Chu, Bing Qin
2022 J jnl
VEM
CoRR
Tao He, Tianwen Jiang, Zihao Zheng, Haichao Zhu, Jingrun Zhang, Ming Liu, Sendong Zhao, Bing Qin