Hanze Dong
- Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint
2023/12/18 by Wei Xiong, Xiong, Wei, Hanze Dong +11 · 48 citations
Computer Science · Social Sciences · #Topic Modeling #Speech and dialogue systems #Language and cultural evolution
- BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation
2025/02/06 by Bo Pang, Pang, Bo, Hanze Dong +9 · 2 voices · 7 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Offline Reinforcement Learning for LLM Multi-Step Reasoning
2024/12/20 by Huaijie Wang, Wang, Huaijie, Shibo Hao +11 · 8 voices · 20 citations
Computer Science · #Fuzzy Logic and Control Systems #Natural Language Processing Techniques #Multi-Agent Systems and Negotiation
- DetGPT: Detect What You Need via Reasoning
2023/05/23 by Renjie Pi, Pi, Renjie, Jiahui Gao +19 · 1 voice · 8 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #cs.AI #cs.CV
- A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce
2025/04/15 by Wei Xiong, Jiarui Yao, Xiong, Wei +18 · 46 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
- LMFlow: An Extensible Toolkit for Finetuning and Inference of Large Foundation Models
2023/06/21 by Shizhe Diao, Diao, Shizhe, Rui Pan +11 · 1 voice · 6 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning and Data Classification #cs.AI #cs.CL
- Reward-Guided Speculative Decoding for Efficient LLM Reasoning
2025/01/31 by Baohao Liao, Yuhui Xu, Liao, Baohao +13 · 25 citations
Computer Science · #Natural Language Processing Techniques
- ThinK: Thinner Key Cache by Query-Driven Pruning
2024/07/30 by Yuhui Xu, Zhanming Jie, Xu, Yuhui +15 · 9 citations
Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques
- Reverse Diffusion Monte Carlo
2023/07/05 by Xunpeng Huang, Hanze Dong, Huang, Xunpeng +7 · 6 citations
Computer Science · #Advanced Mathematical Modeling in Engineering #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Reverse Transition Kernel: A Flexible Framework to Accelerate Diffusion Inference
2024/05/26 by Xunpeng Huang, Difan Zou, Huang, Xunpeng +9 · 5 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
- Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL
2025/05/05 by Jiarui Yao, Yao, Jiarui, Yifan Hao +11 · 8 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Reward Models Identify Consistency, Not Causality
2025/02/20 by Yang Xu, Xu, Yuhui, Hanze Dong +7 · 2 citations
Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Economic Policies and Impacts #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Particle-based Variational Inference with Preconditioned Functional Gradient Flow
2022/11/25 by Hanze Dong, Dong, Hanze, Xi Wang +5 · 1 citation
Engineering · Medicine · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical methods in engineering
- Almost Linear Convergence under Minimal Score Assumptions: Quantized Transition Diffusion
2025/05/28 by Xunpeng Huang, Huang, Xunpeng, Yingyu Lin +11 · 3 citations
Computer Science · Mathematics · #Generative Adversarial Networks and Image Synthesis #Markov Chains and Monte Carlo Methods #Stochastic Gradient Optimization Techniques
- Fractured Chain-of-Thought Reasoning
2025/05/19 by Baohao Liao, Liao, Baohao, Hanze Dong +11 · 2 citations
Computer Science · Arts and Humanities · #Multi-Agent Systems and Negotiation #Philosophy and History of Science