Wenya Xie

20 papers A* 1Journal 16Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
HeartAgent: An Autonomous Agent System for Explainable Differential Diagnosis in Cardiology.
CoRR
Shuang Zhou, Kai Yu, Song Wang, Wenya Xie, Zaifu Zhan, Meng-Han Tsai, Yuen-Hei Chung, Shutong Hou, Huixue Zhou, Min Zeng, Bhavadharini Ramu, Lin Yee Chen, Feng Xie, Rui Zhang
2026 J jnl
Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers.
CoRR
Xin Chen, Feng Jiang, Yiqian Zhang, Hardy Chen, Shuo Yan, Wenya Xie, Min Yang, Shujian Huang
2025 J jnl
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models.
CoRR
Shuang Zhou, Wenya Xie, Jiaxi Li, Zaifu Zhan, Meijia Song, Han Yang, Cheyenna Espinoza, Lindsay Welton, Xinnie Mai, Yanwei Jin, Zidu Xu, Yuen-Hei Chung, Yiyun Xing, Meng-Han Tsai, Emma Schaffer, Yucheng Shi, Ninghao Liu, Zirui Liu, Rui Zhang
2025 J jnl
Automating expert-level medical reasoning evaluation of large language models.
npj Digit. Medicine
Shuang Zhou, Wenya Xie, Jiaxi Li, Zaifu Zhan, Meijia Song, Han Yang, Cheyenna Espinoza, Lindsay Welton, Xinnie Mai, Yanwei Jin, Zidu Xu, Yuen-Hei Chung, Yiyun Xing, Meng-Han Tsai, Emma Schaffer, Yucheng Shi, Ninghao Liu, Zirui Liu, Rui Zhang
2025 J jnl
Enabling Doctor-Centric Medical AI with LLMs through Workflow-Aligned Tasks and Benchmarks.
CoRR
Wenya Xie, Qingying Xiao, Yu Zheng, Xidong Wang, Junying Chen, Ke Ji, Anningzhe Gao, Prayag Tiwari, Xiang Wan, Feng Jiang, Benyou Wang
2025 J jnl
Give Me FP32 or Give Me Death? Challenges and Solutions for Reproducible Reasoning.
CoRR
Jiayi Yuan, Hao Li, Xinheng Ding, Wenya Xie, Yu-Jhe Li, Wentian Zhao, Kun Wan, Jing Shi, Xia Hu, Zirui Liu
2025 J jnl
How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior.
CoRR
Zidi Xiong, Yuping Lin, Wenya Xie, Pengfei He, Jiliang Tang, Himabindu Lakkaraju, Zhen Xiang
2025 — conf
Knowledge Boundary of Large Language Models: A Survey.
ACL (1)
Moxin Li, Yong Zhao, Wenxuan Zhang, Shuaiyi Li, Wenya Xie, See-Kiong Ng, Tat-Seng Chua, Yang Deng
2025 — conf
MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria.
NAACL (Long Papers)
Wentao Ge, Shunian Chen, Hardy Chen, Nuo Chen, Junying Chen, Zhihong Chen, Wenya Xie, Shuo Yan, ChenghaoZhu ChenghaoZhu, Ziyue Lin, Dingjie Song, Xidong Wang, Anningzhe Gao, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang
2025 — conf
Unlocking LLMs' Self-Improvement Capacity with Autonomous Learning for Domain Adaptation.
ACL (Findings)
Ke Ji, Junying Chen, Anningzhe Gao, Wenya Xie, Xiang Wan, Benyou Wang
2025 A* conf
Word Salad Chopper: Reasoning Models Waste A Ton Of Decoding Budget On Useless Repetitions, Self-Knowingly.
EMNLP
Wenya Xie, Shaochen Zhong, Hoang Anh Duy Le, Zhaozhuo Xu, Jianwen Xie, Zirui Liu
2025 J jnl
Word Salad Chopper: Reasoning Models Waste A Ton Of Decoding Budget On Useless Repetitions, Self-Knowingly.
CoRR
Wenya Xie, Shaochen Zhong, Hoang Anh Duy Le, Zhaozhuo Xu, Jianwen Xie, Zirui Liu
2024 J jnl
Knowledge Boundary of Large Language Models: A Survey.
CoRR
Moxin Li, Yong Zhao, Yang Deng, Wenxuan Zhang, Shuaiyi Li, Wenya Xie, See-Kiong Ng, Tat-Seng Chua
2024 J jnl
LLMs Could Autonomously Learn Without External Supervision.
CoRR
Ke Ji, Junying Chen, Anningzhe Gao, Wenya Xie, Xiang Wan, Benyou Wang
2024 J jnl
LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them.
CoRR
Wenya Xie, Qingying Xiao, Yu Zheng, Xidong Wang, Junying Chen, Ke Ji, Anningzhe Gao, Xiang Wan, Feng Jiang, Benyou Wang
2024 J jnl
Omnidirectional-Sensor-System-Based Texture Noise Correction in Large-Scale 3D Reconstruction.
Sensors
Wenya Xie, Xiaoping Hong
2023 J jnl
Coarse-to-Fine Hybrid 3D Mapping System With Co-Calibrated Omnidirectional Camera and Non-Repetitive LiDAR.
IEEE Robotics Autom. Lett.
Ziliang Miao, Buwei He, Wenya Xie, Wenquan Zhao, Xiao Huang, Jian Bai, Xiaoping Hong
2023 J jnl
Coarse-to-fine Hybrid 3D Mapping System with Co-calibrated Omnidirectional Camera and Non-repetitive LiDAR.
CoRR
Ziliang Miao, Buwei He, Wenya Xie, Wenquan Zhao, Xiao Huang, Jian Bai, Xiaoping Hong
2023 J jnl
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs.
CoRR
Junying Chen, Xidong Wang, Anningzhe Gao, Feng Jiang, Shunian Chen, Hongbo Zhang, Dingjie Song, Wenya Xie, Chuyi Kong, Jianquan Li, Xiang Wan, Haizhou Li, Benyou Wang
2023 J jnl
MLLM-Bench, Evaluating Multi-modal LLMs using GPT-4V.
CoRR
Wentao Ge, Shunian Chen, Guiming Chen, Junying Chen, Zhihong Chen, Shuo Yan, Chenghao Zhu, Ziyue Lin, Wenya Xie, Xidong Wang, Anningzhe Gao, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang