Zhu, Hanlin
- Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought
2025/05/18 by Hanlin Zhu, Zhu, Hanlin, Shibo Hao +9 · 7 voices · 28 citations
Computer Science · #Advanced Graph Neural Networks #Multimodal Machine Learning Applications #Topic Modeling #cs.LG
- Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning
2025/02/05 by DiJia Su, Hanlin Zhu, Su, DiJia +9 · 2 voices · 23 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.LO
- Learning Personalized Alignment for Evaluating Open-ended Text Generation
2023/10/05 by Wang, Danqing, Yang, Kevin, Zhu, Hanlin +4 · 11 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Towards Optimal Statistical Watermarking
2023/12/13 by Huang, Baihe, Zhu, Hanlin, Zhu, Banghua +4 · 6 citations
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics
2024/05/07 by Hanlin Zhu, Baihe Huang, Zhu, Hanlin +11 · 7 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Text Readability and Simplification
- Vector-Matrix-Vector Queries for Solving Linear Algebra, Statistics, and Graph Problems
2020/06/24 by Rashtchian, Cyrus, Woodruff, David P., Zhu, Hanlin · 2 citations
#Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning
2023/01/30 by Zhu, Hanlin, Rashidinejad, Paria, Jiao, Jiantao · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Auditing Black-Box LLM APIs with a Rank-Based Uniformity Test
2025/06/08 by Zhu, Xiaoyuan, Ye, Yaowen, Qiu, Tianyi +6 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- End-to-end Story Plot Generator
2023/10/13 by Hanlin Zhu, Zhu, Hanlin, Andrew J. Cohen +11 · 2 citations
Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #Video Analysis and Summarization
- Guided Dialog Policy Learning: Reward Estimation for Multi-Domain\n Task-Oriented Dialog
2019/08/28 by Ryuichi Takanobu, Takanobu, Ryuichi, Hanlin Zhu +3 · 1 citation
Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
- Avoiding Catastrophe in Online Learning by Asking for Help
2024/02/12 by Benjamin Plaut, Plaut, Benjamin, Hanlin Zhu +3 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismology and Earthquake Studies
- How Do LLMs Perform Two-Hop Reasoning in Context?
2025/02/19 by Tianyu Guo, Guo, Tianyu, Hanlin Zhu +11 · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences
- Average-Case Communication Complexity of Statistical Problems
2021/07/03 by Rashtchian, Cyrus, Woodruff, David P., Ye, Peng +1 · 1 citation
#Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- On Representation Complexity of Model-based and Model-free Reinforcement Learning
2023/10/03 by Zhu, Hanlin, Huang, Baihe, Russell, Stuart · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Generalization or Hallucination? Understanding Out-of-Context Reasoning in Transformers
2025/06/12 by Yixiao Huang, Huang, Yixiao, Hanlin Zhu +13 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Emergence of Superposition: Unveiling the Training Dynamics of Chain of Continuous Thought
2025/09/27 by Zhu, Hanlin, Hao, Shibo, Hu, Zhiting +3 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)