Scholar
Yusheng Liao
Google Scholar ID: ErjimggAAAAJ
Shanghai Jiao Tong University, Shanghai Artificial Intelligence Laboratory
Large Language Models
Clinical NLP
Agent
Reasoning
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Homepage
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Citations & Impact
All-time
Citations
309
H-index
7
i10-index
5
Publications
20
Co-authors
10
list available
Contact
Email
liao20160907@sjtu.edu.cn
GitHub
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Publications
12 items
AgentEHR: Advancing Autonomous Clinical Decision-Making via Retrospective Summarization
2026
Cited
0
Selecting Auxiliary Data via Neural Tangent Kernels for Low-Resource Domains
2025
Cited
0
EHR-R1: A Reasoning-Enhanced Foundational Language Model for Electronic Health Record Analysis
2025
Cited
0
Evolving Diagnostic Agents in a Virtual Clinical Environment
2025
Cited
0
DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction
2025
Cited
0
Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling
2025
Cited
0
HeteroRAG: A Heterogeneous Retrieval-Augmented Generation Framework for Medical Vision Language Tasks
2025
Cited
0
Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning
2025
Cited
0
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Academic Achievements
Three papers accepted at ACL 2025 Main Conference; 'ReflecTool: Towards Reflection-Aware Tool-Augmented Clinical Agents' selected as Oral
ICLR 2025 Spotlight paper: 'Fine-tuning with Reserved Majority for Noise Reduction'
NeurIPS 2024 paper: 'TAIA: Large Language Models are Out-of-Distribution Data Learners'
EMNLP 2024 paper: 'RA2FD: Distilling Faithfulness into Efficient Dialogue Systems'
Findings of EMNLP 2024 paper: 'MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation'
ACL 2024 paper: 'MM-SAP: A Comprehensive Benchmark for Assessing Self-Awareness of Multimodal Large Language Models in Perception'
IEEE/ACM TASLP 2024 paper: 'Leveraging Diverse Modeling Contexts with Collaborating Learning for Neural Machine Translation'
EMNLP 2023 paper: 'Self-improvement of non-autoregressive model via sequence-level distillation'
Interspeech 2023 paper: 'Contrastive Learning Based ASR Robust Knowledge Selection For Spoken Dialogue System'
October 2023: Champion of Track 5 at the 11th International Dialog System Technology Challenge (DSTC 11)
Co-authors
9 total
Yu Wang
Shanghai Jiao Tong University & Shanghai AI Laboratory
Yanfeng Wang
Shanghai Jiao Tong University
Hongcheng Liu
Shanghai Jiao Tong University
Shuyang Jiang
Shanghai AI Lab, Research Intern
Zhe Chen
Shanghai Jiao Tong University
Ya Zhang
Shanghai Jiao Tong University
Heyang Liu
Shanghai Jiao Tong University
Zhiyuan Zhu
Shanghai Jiao Tong University