Yi Dong
- Learning Face Representation from Scratch
2014/11/28 by Yi Dong, Yi, Dong, Zhen Lei +5 · 63 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- HelpSteer2: Open-source dataset for training top-performing reward models
2024/06/12 by Zhilin Wang, Yi Dong, Wang, Zhilin +15 · 37 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
- ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
2025/05/30 by Mingjie Liu, Liu, Mingjie, Shizhe Diao +13 · 2 voices · 67 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
2025/11/26 by Hongjin Su, Shizhe Diao, Su, Hongjin +29 · 4 voices · 4 citations
#cs.CL #cs.AI #cs.LG #cs.MA
- A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation
2023/05/19 by Xiaowei Huang, Huang, Xiaowei, Wenjie Ruan +31 · 14 citations
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Software Engineering Research #Artificial Intelligence in Healthcare and Education
- Building Guardrails for Large Language Models
2024/02/02 by Yi Dong, Dong, Yi, Ronghui Mu +15 · 16 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Safeguarding Large Language Models: A Survey
2024/06/03 by Yi Dong, Ronghui Mu, Dong, Yi +21 · 19 citations
Computer Science · #Privacy-Preserving Technologies in Data
- SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF
2023/10/09 by Yi Dong, Zhilin Wang, Dong, Yi +7 · 12 citations
Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
- NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment
2024/05/02 by Gerald Shen, Shen, Gerald, Zhilin Wang +23 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Deep Metric Learning for Practical Person Re-Identification
2014/07/18 by Yi Dong, Yi, Dong, Zhen Lei +3 · 5 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Gait Recognition and Analysis #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Video Surveillance and Tracking Methods
- Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning
2025/04/25 by Shaokun Zhang, Yi Dong, Zhang, Shaokun +15 · 18 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study
2023/04/13 by Boxin Wang, Wang, Boxin, Peng Xu +20 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Diverging Preferences: When do Annotators Disagree and do Models Know?
2024/10/18 by Michael JQ Zhang, Zhang, Michael JQ, Zhilin Wang +15 · 9 citations
Computer Science · #Speech and dialogue systems
- Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training
2025/07/07 by Song Lai, Lai, Song, Hongyun Zhao +22 · 12 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Topic Modeling #Multimodal Machine Learning Applications
- Can We Rely on LLM Agents to Draft Long-Horizon Plans? Let's Take TravelPlanner as an Example
2024/08/12 by Yanan Chen, Ali Pesaranghader, Chen, Yanan +5 · 4 citations
Business, Management and Accounting · Social Sciences · #Artificial Intelligence (cs.AI) #Conflict of Laws and Jurisdiction #Corporate Governance and Law #European and International Contract Law #FOS: Computer and information sciences #Machine Learning (cs.LG)
- An early view of the international Sjögren's syndrome registry
2009/04/29 by Troy E. Daniels, Lindsey A. Criswell, Caroline Shiboski +10 · 1 citation
Medicine · #Salivary Gland Disorders and Functions #Autoimmune Bullous Skin Diseases #Urticaria and Related Conditions
- MRWeb: An Exploration of Generating Multi-Page Resource-Aware Web Code from UI Designs
2024/12/19 by Yajuan Wan, Wan, Yuxuan, Yi Dong +9 · 7 citations
Computer Science · #Web Data Mining and Analysis #Mobile and Web Applications #Web Applications and Data Management
- STPA for Learning-Enabled Systems: A Survey and A New Practice
2023/02/21 by Qi Yi, Qi, Yi, Yi Dong +5 · 2 citations
Decision Sciences · Engineering · Health Professions · #FOS: Computer and information sciences #Occupational Health and Safety Research #Risk and Safety Analysis #Safety Systems Engineering in Autonomy #Software Engineering (cs.SE)
- Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training
2025/07/16 by Mingjie Liu, Shizhe Diao, Liu, Mingjie +40 · 12 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Polar: Agentic RL on Any Harness at Scale
2026/05/22 by Binfeng Xu, Hao Zhang, Shaokun Zhang +9 · 1 voice
Computer Science · #cs.DC
- Reward-aware Preference Optimization: A Unified Mathematical Framework for Model Alignment
2025/01/31 by Shengyang Sun, Sun, Shengyang, Yian Zhang +27 · 1 voice · 2 citations
Computer Science · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #cs.CL #cs.LG
- Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning
2026/07/22 by Jian Hu, Huiying Li, Hao Zhang +8
#cs.LG #cs.CL #cs.DC
- Skill Use or Skill Theater? Evaluating the Reasoning Backroom in Skill-Augmented Language Agents
2026/07/29 by Jinwei Hu, Yi Qi, Xinmiao Huang +3
Computer Science · #cs.AI #cs.MA