A deep learning approach to fingerprinting indoor localization solutions. - Linchen Xiao; Arash Behboodi; Rudolf Mathar (ITNAC, 2017)

Learning the Localization Function: Machine Learning Approach to Fingerprinting Localization. - Linchen Xiao; Arash Behboodi; Rudolf Mathar (CoRR, 2018)

Are Your LLMs Capable of Stable Reasoning? - Junnan Liu; Hongwei Liu; Linchen Xiao; Ziyi Wang 006; Kuikun Liu; Songyang Gao; Wenwei Zhang; Songyang Zhang; Kai Chen 026 (CoRR, 2024)

Are Your LLMs Capable of Stable Reasoning? - Junnan Liu; Hongwei Liu; Linchen Xiao; Ziyi Wang; Kuikun Liu; Songyang Gao; Wenwei Zhang; Songyang Zhang; Kai Chen (ACL (Findings), 2025)

Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective. - Junnan Liu; Hongwei Liu; Linchen Xiao; Shudong Liu 007; Taolin Zhang 003; Zihan Ma 010; Songyang Zhang; Kai Chen 026 (CoRR, 2025)

CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward. - Shudong Liu 007; Hongwei Liu; Junnan Liu; Linchen Xiao; Songyang Gao; Chengqi Lyu; Yuzhe Gu; Wenwei Zhang; Derek F. Wong; Songyang Zhang; Kai Chen 026 (CoRR, 2025)