HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs. - Junying Chen; Xidong Wang; Anningzhe Gao; Feng Jiang 007; Shunian Chen; Hongbo Zhang; Dingjie Song; Wenya Xie; Chuyi Kong; Jianquan Li; Xiang Wan; Haizhou Li 001; et al. (CoRR, 2023)

MLLM-Bench, Evaluating Multi-modal LLMs using GPT-4V. - Wentao Ge; Shunian Chen; Guiming Chen; Junying Chen; Zhihong Chen; Shuo Yan; Chenghao Zhu; Ziyue Lin; Wenya Xie; Xidong Wang; Anningzhe Gao; Zhiyi Zhang 007; et al. (CoRR, 2023)

Coarse-to-Fine Hybrid 3D Mapping System With Co-Calibrated Omnidirectional Camera and Non-Repetitive LiDAR. - Ziliang Miao; Buwei He; Wenya Xie; Wenquan Zhao; Xiao Huang; Jian Bai; Xiaoping Hong (IEEE Robotics Autom. Lett., 2023)

LLMs Could Autonomously Learn Without External Supervision. - Ke Ji; Junying Chen; Anningzhe Gao; Wenya Xie; Xiang Wan; Benyou Wang (CoRR, 2024)

LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them. - Wenya Xie; Qingying Xiao; Yu Zheng; Xidong Wang; Junying Chen; Ke Ji; Anningzhe Gao; Xiang Wan; Feng Jiang 007; Benyou Wang (CoRR, 2024)

Omnidirectional-Sensor-System-Based Texture Noise Correction in Large-Scale 3D Reconstruction. - Wenya Xie; Xiaoping Hong (Sensors, 2024)

Unlocking LLMs' Self-Improvement Capacity with Autonomous Learning for Domain Adaptation. - Ke Ji; Junying Chen; Anningzhe Gao; Wenya Xie; Xiang Wan; Benyou Wang (ACL (Findings), 2025)

Knowledge Boundary of Large Language Models: A Survey. - Moxin Li; Yong Zhao; Wenxuan Zhang 001; Shuaiyi Li; Wenya Xie; See-Kiong Ng; Tat-Seng Chua; Yang Deng 002 (ACL (1), 2025)

MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria. - Wentao Ge; Shunian Chen; Hardy Chen; Nuo Chen 002; Junying Chen; Zhihong Chen; Wenya Xie; Shuo Yan; ChenghaoZhu ChenghaoZhu; Ziyue Lin; Dingjie Song; Xidong Wang; et al. (NAACL (Long Papers), 2025)

How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior. - Zidi Xiong; Yuping Lin; Wenya Xie; Pengfei He; Jiliang Tang; Himabindu Lakkaraju; Zhen Xiang (CoRR, 2025)

Give Me FP32 or Give Me Death? Challenges and Solutions for Reproducible Reasoning. - Jiayi Yuan 001; Hao Li; Xinheng Ding; Wenya Xie; Yu-Jhe Li; Wentian Zhao; Kun Wan 001; Jing Shi; Xia Hu 001; Zirui Liu 001 (CoRR, 2025)

Automating Expert-Level Medical Reasoning Evaluation of Large Language Models. - Shuang Zhou 012; Wenya Xie; Jiaxi Li; Zaifu Zhan; Meijia Song; Han Yang; Cheyenna Espinoza; Lindsay Welton; Xinnie Mai; Yanwei Jin; Zidu Xu; Yuen-Hei Chung; et al. (CoRR, 2025)