Yusheng Liao
Scholar

Yusheng Liao

Google Scholar ID: ErjimggAAAAJ
Shanghai Jiao Tong University, Shanghai Artificial Intelligence Laboratory
Large Language ModelsClinical NLPAgentReasoning
Citations & Impact
All-time
Citations
309
 
H-index
7
 
i10-index
5
 
Publications
20
 
Co-authors
10
list available
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)