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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Google Scholar
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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
Open ↗
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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Resume (English only)
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
10 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
Co-author 5
Zhe Chen
Shanghai Jiao Tong University
Ya Zhang
Shanghai Jiao Tong University
Heyang Liu
Shanghai Jiao Tong University
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