Research author
Tian Lan
8 AI research papers in the One9Founders library, with summaries and links to original sources.
Papers by Tian Lan
Jul 29, 2026
cs.LG
Minimal Markovization via Stable Quotients in Holonomy-Cover Decision Processes
Zuyuan Zhang, Yongshan Chen, Mahdi Imani, et al.
Jun 22, 2026
cs.AI
The Topology of Ill-Posed Questions: Persistent Homology for Detection and Steering in LLMs
Guangyu Jiang, Sizhe Tang, Mahdi Imani, et al.
May 14, 2026
cs.CL
Improving Multi-turn Dialogue Consistency with Self-Recall Thinking
Renning Pang, Tian Lan, Leyuan Liu, et al.
May 14, 2026
cs.AI
Case-Based Calibration of Adaptive Reasoning and Execution for LLM Tool Use
Renning Pang, Tian Lan, Leyuan Liu, et al.
May 7, 2026
cs.LG
Operator-Guided Invariance Learning for Continuous Reinforcement Learning
Zuyuan Zhang, Fei Xu Yu, Tian Lan
May 1, 2026
cs.LG
NonZero: Interaction-Guided Exploration for Multi-Agent Monte Carlo Tree Search
Sizhe Tang, Zuyuan Zhang, Mahdi Imani, et al.
Apr 17, 2026
cs.CL
Exploring the Capability Boundaries of LLMs in Mastering of Chinese Chouxiang Language
Dianqing Lin, Tian Lan, Jiali Zhu, et al.
Apr 8, 2026
cs.AI
Reason in Chains, Learn in Trees: Self-Rectification and Grafting for Multi-turn Agent Policy Optimization
Yu Li, Sizhe Tang, Tian Lan