Scholar
Yong Liu （刘勇）
Google Scholar ID: vVhmzbAAAAAJ
Renmin University of China
Citations & Impact
Citations
2,645
H-index
25
i10-index
60
Publications
20
Co-authors
12
list available
Contact
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Published over 100 high-level papers, including more than 60 as first or corresponding author, covering top journals such as NC, TIT, JMLR, TPAMI, AI, and top conferences like ICML, NeurIPS, ICLR, etc.
- Received the title of 'Young Innovation Promotion Association' member (CAS talent) and 'Excellent Talent Introduction' by the Institute of Information Engineering, Chinese Academy of Sciences.
- Led multiple research fund projects, including National Natural Science Foundation of China (NSFC) Youth/General, Key R&D programs, Beijing key projects, etc.
- Some academic papers:
- - Chemical knowledge-informed framework for privacy-aware retrosynthesis learning, Nature Communications, 2025
- - Revisiting Chain-of-Thought Prompting: Zero-shot Can Be Stronger than Few-shot, ENNLP 2025
- - Reward Mixology: Crafting Hybrid Signals for Reinforcement Learning Driven In-Context Learning, ENNLP 2025
- - SPPD: Self-training with Process Preference Learning Using Dynamic Value Margin, ENNLP 2025
- - Exploring the Limitations of Mamba in COPY and CoT Reasoning, ENNLP 2025
- - Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL, ACL 2025
- - Towards Reward Fairness in RLHF: From a Resource Allocation Perspective, ACL 2025
- - The Tug of War Within: Mitigating the Fairness-Privacy Conflicts in Large Language Models, ACL 2025
- - Do not Abstain! Identify and Solve the Uncertainty, ACL 2025
- - Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization, IJCAI 2025
- - Towards Improved Risk Bounds for Transductive Learning, IJCAI 2025
- - Rethinking External Slow-Thinking: From Snowball Errors to Probability of Correct Reasoning, ICML 2025
- - Understanding Model Ensemble in Transferable Adversarial Attack, ICML 2025
Research Experience
- Associate Professor, Gaoling School of Artificial Intelligence, Renmin University of China, August 2024 - present
- Assistant Professor (tenure-track), Gaoling School of Artificial Intelligence, Renmin University of China, July 2021 - August 2024
- Assistant Professor (non-tenure track), Gaoling School of Artificial Intelligence, Renmin University of China, August 2020 - July 2021
- Associate Researcher, Institute of Information Engineering, Chinese Academy of Sciences, October 2018 - July 2020
- Assistant Researcher, Institute of Information Engineering, Chinese Academy of Sciences, July 2016 - October 2018
Background
- Tenured Associate Professor at Renmin University of China, doctoral supervisor, and national high-level young talent. Engaged in machine learning research, particularly focusing on large model mechanism analysis, reinforcement reasoning, and statistical machine learning.
Miscellany
- Personal interests and hobbies not mentioned
