Yusheng Liao

41 papers A* 7A 1Journal 26Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
AgentEHR: Advancing Autonomous Clinical Decision-Making via Retrospective Summarization.
CoRR
Yusheng Liao, Chuan Xuan, Yutong Cai, Lina Yang, Zhe Chen, Yanfeng Wang, Yu Wang
2026 A* conf
MedS³: Towards Medical Slow Thinking with Self-Evolved Soft Dual-sided Process Supervision.
AAAI
Shuyang Jiang, Yusheng Liao, Zhe Chen, Ya Zhang, Yanfeng Wang, Yu Wang
2025 — conf
Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning.
EMNLP (Findings)
Siqu Ou, Hongcheng Liu, Pingjie Wang, Yusheng Liao, Chuan Xuan, Yanfeng Wang, Yu Wang
2025 J jnl
Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning.
CoRR
Siqu Ou, Hongcheng Liu, Pingjie Wang, Yusheng Liao, Chuan Xuan, Yanfeng Wang, Yu Wang
2025 A* conf
DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction.
EMNLP
Yiqi Li, Yusheng Liao, Zhe Chen, Yanfeng Wang, Yu Wang
2025 J jnl
DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction.
CoRR
Yiqi Li, Yusheng Liao, Zhe Chen, Yanfeng Wang, Yu Wang
2025 A* conf
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models.
EMNLP
YiQiu Guo, Yuchen Yang, Zhe Chen, Pingjie Wang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang
2025 J jnl
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models.
CoRR
YiQiu Guo, Yuchen Yang, Zhe Chen, Pingjie Wang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang
2025 J jnl
EHR-R1: A Reasoning-Enhanced Foundational Language Model for Electronic Health Record Analysis.
CoRR
Yusheng Liao, Chaoyi Wu, Junwei Liu, Shuyang Jiang, Pengcheng Qiu, Haowen Wang, Yun Yue, Shuai Zhen, Jian Wang, Qianrui Fan, Jinjie Gu, Ya Zhang, Yanfeng Wang, Yu Wang, Weidi Xie
2025 — conf
EvolveBench: A Comprehensive Benchmark for Assessing Temporal Awareness in LLMs on Evolving Knowledge.
ACL (1)
Zhiyuan Zhu, Yusheng Liao, Zhe Chen, Yuhao Wang, Yunfeng Guan, Yanfeng Wang, Yu Wang
2025 J jnl
Evolving Diagnostic Agents in a Virtual Clinical Environment.
CoRR
Pengcheng Qiu, Chaoyi Wu, Junwei Liu, Qiaoyu Zheng, Yusheng Liao, Haowen Wang, Yun Yue, Qianrui Fan, Shuai Zhen, Jian Wang, Jinjie Gu, Yanfeng Wang, Ya Zhang, Weidi Xie
2025 A* conf
Fine-tuning with Reserved Majority for Noise Reduction.
ICLR
Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang
2025 J jnl
HeteroRAG: A Heterogeneous Retrieval-Augmented Generation Framework for Medical Vision Language Tasks.
CoRR
Zhe Chen, Yusheng Liao, Shuyang Jiang, Zhiyuan Zhu, Haolin Li, Yanfeng Wang, Yu Wang
2025 J jnl
MedS
CoRR
Shuyang Jiang, Yusheng Liao, Zhe Chen, Ya Zhang, Yanfeng Wang, Yu Wang
2025 J jnl
Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling.
CoRR
Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang
2025 — conf
ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents.
ACL (1)
Yusheng Liao, Shuyang Jiang, Yanfeng Wang, Yu Wang
2025 J jnl
Selecting Auxiliary Data via Neural Tangent Kernels for Low-Resource Domains.
CoRR
Pingjie Wang, Hongcheng Liu, Yusheng Liao, Ziqing Fan, Yaxin Du, Shuo Tang, Yanfeng Wang, Yu Wang
2025 — conf
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications.
ACL (1)
Zhe Chen, Yusheng Liao, Shuyang Jiang, Pingjie Wang, YiQiu Guo, Yanfeng Wang, Yu Wang
2025 J jnl
Towards Omni-RAG: Comprehensive Retrieval-Augmented Generation for Large Language Models in Medical Applications.
CoRR
Zhe Chen, Yusheng Liao, Shuyang Jiang, Pingjie Wang, YiQiu Guo, Yanfeng Wang, Yu Wang
2024 J jnl
Automatic Interactive Evaluation for Large Language Models with State Aware Patient Simulator.
CoRR
Yusheng Liao, Yutong Meng, Yuhao Wang, Hongcheng Liu, Yanfeng Wang, Yu Wang
2024 J jnl
Decoding Linguistic Representations of Human Brain.
CoRR
Yu Wang, Heyang Liu, Yuhao Wang, Chuan Xuan, Yixuan Hou, Sheng Feng, Hongcheng Liu, Yusheng Liao, Yanfeng Wang
2024 J jnl
Drawing the Line: Enhancing Trustworthiness of MLLMs Through the Power of Refusal.
CoRR
Yuhao Wang, Zhiyuan Zhu, Heyang Liu, Yusheng Liao, Hongcheng Liu, Yanfeng Wang, Yu Wang
2024 J jnl
Leveraging Diverse Modeling Contexts With Collaborating Learning for Neural Machine Translation.
IEEE ACM Trans. Audio Speech Lang. Process.
Yusheng Liao, Yanfeng Wang, Yu Wang
2024 J jnl
Leveraging Diverse Modeling Contexts with Collaborating Learning for Neural Machine Translation.
CoRR
Yusheng Liao, Yanfeng Wang, Yu Wang
2024 J jnl
MING-MOE: Enhancing Medical Multi-Task Learning in Large Language Models with Sparse Mixture of Low-Rank Adapter Experts.
CoRR
Yusheng Liao, Shuyang Jiang, Yu Wang, Yanfeng Wang
2024 — conf
MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception.
ACL (1)
Yuhao Wang, Yusheng Liao, Heyang Liu, Hongcheng Liu, Yanfeng Wang, Yu Wang
2024 J jnl
MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception.
CoRR
Yuhao Wang, Yusheng Liao, Heyang Liu, Hongcheng Liu, Yu Wang, Yanfeng Wang
2024 J jnl
Med-PMC: Medical Personalized Multi-modal Consultation with a Proactive Ask-First-Observe-Next Paradigm.
CoRR
Hongcheng Liu, Yusheng Liao, Siqv Ou, Yuhao Wang, Heyang Liu, Yanfeng Wang, Yu Wang
2024 — conf
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation.
EMNLP (Findings)
Yusheng Liao, Shuyang Jiang, Zhe Chen, Yanfeng Wang, Yu Wang
2024 J jnl
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation.
CoRR
Yusheng Liao, Shuyang Jiang, Yanfeng Wang, Yu Wang
2024 A* conf
RA2FD: Distilling Faithfulness into Efficient Dialogue Systems.
EMNLP
Zhiyuan Zhu, Yusheng Liao, Chenxin Xu, Yunfeng Guan, Yanfeng Wang, Yu Wang
2024 J jnl
ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents.
CoRR
Yusheng Liao, Shuyang Jiang, Yanfeng Wang, Yu Wang
2024 A* conf
TAIA: Large Language Models are Out-of-Distribution Data Learners.
NeurIPS
Shuyang Jiang, Yusheng Liao, Ya Zhang, Yanfeng Wang, Yu Wang
2024 J jnl
TAIA: Large Language Models are Out-of-Distribution Data Learners.
CoRR
Shuyang Jiang, Yusheng Liao, Ya Zhang, Yu Wang, Yanfeng Wang
2023 J jnl
An Automatic Evaluation Framework for Multi-turn Medical Consultations Capabilities of Large Language Models.
CoRR
Yusheng Liao, Yutong Meng, Hongcheng Liu, Yanfeng Wang, Yu Wang
2023 A conf
Contrastive Learning Based ASR Robust Knowledge Selection For Spoken Dialogue System.
INTERSPEECH
Zhiyuan Zhu, Yusheng Liao, Yu Wang, Yunfeng Guan
2023 A* conf
Self-Improvement of Non-autoregressive Model via Sequence-Level Distillation.
EMNLP
Yusheng Liao, Shuyang Jiang, Yiqi Li, Yu Wang, Yanfeng Wang
2021 J jnl
Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy.
Medical Image Anal.
Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher
2020 J jnl
A translational pathway of deep learning methods in GastroIntestinal Endoscopy.
CoRR
Sharib Ali, Mariia Dmitrieva, Noha M. Ghatwary, Sophia Bano, Gorkem Polat, Alptekin Temizel, Adrian Krenzer, Amar Hekalo, Yun Bo Guo, Bogdan J. Matuszewski, Mourad Gridach, Irina Voiculescu, Vishnusai Yoganand, Arnav Chavan, Aryan Raj, Nhan T. Nguyen, Dat Q. Tran, Lê Duy Huynh, Nicolas Boutry, Shahadate Rezvy, Haijian Chen, Yoon Ho Choi, Anand Subramanian, Velmurugan Balasubramanian, Xiaohong W. Gao, Hongyu Hu, Yusheng Liao, Danail Stoyanov, Christian Daul, Stefano Realdon, Renato Cannizzaro, Dominique Lamarque, Terry Tran-Nguyen, Adam Bailey, Barbara Braden, James E. East, Jens Rittscher
2019 — conf
Modeling of Torque Ripple for Integrated Robotic Joint.
ICIRA (1)
Yusheng Liao, Chi Zhang, Chongchong Wang, Chin-Yin Chen, Qiang Xin, Si-Lu Chen
2002 J jnl
3D QSAR (COMFA) of a series of potent and highly selective VLA-4 antagonists.
J. Comput. Aided Mol. Des.
Juswinder Singh, Herman van Vlijmen, Wen-Cherng Lee, Yusheng Liao, Ko-Chung Lin, Humayun Ateeq, Julio Cuervo, Craig Zimmerman, Charles Hammond, Michael Karpusas, Rex Palmer, Tapan Chattopadhyay, Steven P. Adams