Ye, Haotian
- Discovering Latent Knowledge in Language Models Without Supervision
2022/12/07 by Collin Burns, Burns, Collin, Haotian Ye +5 · 5 voices · 120 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews
2024/03/11 by Weixin Liang, Liang, Weixin, Zachary Izzo +22 · 25 voices · 43 citations
Medicine · #Artificial Intelligence in Healthcare and Education
- Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective
2023/05/24 by Guhao Feng, Feng, Guhao, Bohang Zhang +9 · 1 voice · 52 citations
#cs.LG #cs.CC #cs.CL #stat.ML
- In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering
2023/11/11 by Sheng Liu, Liu, Sheng, Ye, Haotian +4 · 48 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- TFG: Unified Training-Free Guidance for Diffusion Models
2024/09/24 by Haotian Ye, Ye, Haotian, Haowei Lin +15 · 19 citations
Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Nuclear reactor physics and engineering
- Reducing Hallucinations in Vision-Language Models via Latent Space Steering
2024/10/21 by Sheng Liu, Haotian Ye, Liu, Sheng +5 · 18 citations
Medicine · #Epilepsy research and treatment
- Towards a Theoretical Framework of Out-of-Distribution Generalization
2021/06/08 by Ye, Haotian, Xie, Chuanlong, Cai, Tianle +3 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Inference-time Scaling of Diffusion Models through Classical Search
2025/05/29 by Zhang, Xiangcheng, Lin, Haowei, Ye, Haotian +4 · 18 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Forward Laplacian: A New Computational Framework for Neural Network-based Variational Monte Carlo
2023/07/17 by Ruichen Li, Haotian Ye, Li, Ruichen +19 · 1 voice · 1 citation
Computer Science · Physics and Astronomy · #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #cs.LG #physics.chem-ph #physics.comp-ph
- DiffusionNFT: Online Diffusion Reinforcement with Forward Process
2025/09/19 by Kaiwen Zheng, Huayu Chen, Zheng, Kaiwen +17 · 19 citations
Computer Science · #Digital Rights Management and Security
- Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise
2022/10/20 by Ye, Haotian, Zou, James, Zhang, Linjun · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Bridging Supervised Learning and Reinforcement Learning in Math Reasoning
2025/05/23 by Chen, Huayu, Zheng, Kaiwen, Zhang, Qinsheng +7 · 9 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- World Simulation with Video Foundation Models for Physical AI
2025/10/28 by Nvidia Nvidia, NVIDIA, Arslan Ali +170 · 14 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Reinforcement Learning in Robotics
- Geometric Trajectory Diffusion Models
2024/10/16 by Han, Jiaqi, Xu, Minkai, Lou, Aaron +2 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data
2024/05/16 by Yihong Liu, Chunlan Ma, Liu, Yihong +5 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness
2022/10/19 by Ye, Haotian, Chen, Xiaoyu, Wang, Liwei +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Weak-for-Strong: Training Weak Meta-Agent to Harness Strong Executors
2025/04/07 by Nie, Fan, Feng, Lan, Ye, Haotian +5 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute
2025/06/18 by Liu, Sheng, Chen, Tianlang, Lu, Pan +4 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Disentangling Reasoning and Knowledge in Medical Large Language Models
2025/05/16 by Rahul Thapa, Qingyang Wu, Thapa, Rahul +25 · 4 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Machine Learning in Healthcare #Topic Modeling
- Generative Evaluation of Complex Reasoning in Large Language Models
2025/04/03 by Haowei Lin, Lin, Haowei, Xiangyu Wang +16 · 3 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- How Transliterations Improve Crosslingual Alignment
2024/09/25 by Liu, Yihong, Wang, Mingyang, Kargaran, Amir Hossein +6 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs
2025/02/27 by Linyang He, Ercong Nie, He, Linyang +24 · 2 citations
Computer Science · Psychology · #Child and Animal Learning Development #Natural Language Processing Techniques #Topic Modeling #cs.CL
- Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts
2024/07/02 by Ma, Chunlan, Liu, Yihong, Ye, Haotian +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning
2025/05/25 by Yuzheng Hu, Hu, Yuzheng, Fan Wu +13 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Open Source Software Innovations #Reinforcement Learning in Robotics
- LangSAMP: Language-Script Aware Multilingual Pretraining
2024/09/26 by Yihong Liu, Haotian Ye, Liu, Yihong +7 · 1 citation
Computer Science · #AI-based Problem Solving and Planning #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies