Tianqi Du

1. When More is Less: Understanding Chain-of-Thought Length in LLMs
   2025/02/11 by Yuyang Wu, Wu, Yuyang, Yifei Wang +8 · 55 citations
   Decision Sciences · #Scientific Computing and Data Management
2. ContraNorm: A Contrastive Learning Perspective on Oversmoothing and Beyond
   2023/03/12 by Xiaojun Guo, Guo, Xiaojun, Yifei Wang +5 · 5 citations
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
3. A Message Passing Perspective on Learning Dynamics of Contrastive Learning
   2023/03/08 by Yifei Wang, Qi Zhang, Wang, Yifei +9 · 4 citations
   Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
4. On the Role of Discrete Tokenization in Visual Representation Learning
   2024/07/12 by Tianqi Du, Du, Tianqi, Yifei Wang +3 · 2 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
5. Advancing LLM Safe Alignment with Safety Representation Ranking
   2025/05/21 by Tianqi Du, Zeming Wei, Du, Tianqi +7 · 3 citations
   Business, Management and Accounting · Decision Sciences · Health Professions · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Occupational Health and Safety Research #Quality and Management Systems #Risk and Safety Analysis
6. DWM: Separating World Effects from Actions in Latent World Models
   2026/07/21 by Yi-Ge Zhang, Tianqi Du, Qi Zhang +1 · 1 citation
   #cs.AI