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Hu, Zhiting

  1. Reasoning Beyond Words ? Exploring framework for hidden state reasoning
    2024/12/09 by Shibo Hao, Hao, Shibo, Sainbayar Sukhbaatar +11 · 40 voices · 177 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  2. Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought
    2025/05/18 by Hanlin Zhu, Shibo Hao, Zhu, Hanlin +9 · 7 voices · 28 citations
    Computer Science · #Advanced Graph Neural Networks #Multimodal Machine Learning Applications #Topic Modeling #cs.LG
  3. Reasoning with Language Model is Planning with World Model
    2023/05/24 by Shibo Hao, Hao, Shibo, Yi Gu +11 · 111 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  4. Deep Kernel Learning
    2015/11/06 by Andrew Gordon Wilson, Zhiting Hu, Wilson, Andrew Gordon +5 · 50 citations
    Computer Science · #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition
  5. AlignScore: Evaluating Factual Consistency with a Unified Alignment Function
    2023/05/26 by Yuheng Zha, Yichi Yang, Zha, Yuheng +5 · 1 voice · 37 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #cs.CL
  6. RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning
    2022/05/25 by Mingkai Deng, Jianyu Wang, Deng, Mingkai +15 · 36 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  7. PromptAgent: Strategic Planning with Language Models Enables Expert-level Prompt Optimization
    2023/10/25 by Xinyuan Wang, Wang, Xinyuan, Chenxi Li +15 · 38 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  8. Harnessing Deep Neural Networks with Logic Rules
    2016/03/21 by Zhiting Hu, Hu, Zhiting, Xuezhe Ma +7 · 17 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  9. ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings
    2023/05/19 by Hao, Shibo, Liu, Tianyang, Wang, Zhen +1 · 22 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Stochastic Variational Deep Kernel Learning
    2016/11/01 by Andrew Gordon Wilson, Zhiting Hu, Wilson, Andrew Gordon +5 · 10 citations
    Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
  11. MMToM-QA: Multimodal Theory of Mind Question Answering
    2024/01/16 by Chuanyang Jin, Yutong Wu, Jin, Chuanyang +17 · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  12. Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation
    2018/05/21 by Christy Y. Li, Xiaodan Liang, Li, Christy Y. +5 · 9 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  13. Language Models Meet World Models: Embodied Experiences Enhance Language Models
    2023/05/18 by Jiannan Xiang, Xiang, Jiannan, Tianhua Tao +11 · 13 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) #Multimodal Machine Learning Applications #Topic Modeling
  14. K2-Think: A Parameter-Efficient Reasoning System
    2025/09/09 by Zhoujun Cheng, Cheng, Zhoujun, Richard Fan +59 · 6 voices · 2 citations
    #cs.LG
  15. Deep Learning for Text Style Transfer: A Survey
    2020/11/01 by Jin, Di, Jin, Zhijing, Hu, Zhiting +2 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. Pandora: Towards General World Model with Natural Language Actions and Video States
    2024/06/12 by Jiannan Xiang, Xiang, Jiannan, Guangyi Liu +23 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  17. Toward Controlled Generation of Text
    2017/03/02 by Hu, Zhiting, Yang, Zichao, Liang, Xiaodan +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  18. LLM360: Towards Fully Transparent Open-Source LLMs
    2023/12/11 by Zhengzhong Liu, Aurick Qiao, Liu, Zhengzhong +53 · 11 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
  19. Nonparametric Variational Auto-encoders for Hierarchical Representation Learning
    2017/03/21 by Prasoon Goyal, Goyal, Prasoon, Zhiting Hu +7 · 7 citations
    Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  20. LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step Reasoning with Large Language Models
    2024/04/08 by Shibo Hao, Yi Gu, Hao, Shibo +21 · 10 citations
    Computer Science · #Natural Language Processing Techniques
  21. Poseidon: An Efficient Communication Architecture for Distributed Deep Learning on GPU Clusters
    2017/06/11 by Zhang, Hao, Zheng, Zeyu, Xu, Shizhen +7 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
  22. Language Models, Agent Models, and World Models: The LAW for Machine Reasoning and Planning
    2023/12/08 by Zhiting Hu, Tianmin Shu, Hu, Zhiting +1 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Robotics (cs.RO) #Topic Modeling
  23. Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective
    2025/06/17 by Zhoujun Cheng, Cheng, Zhoujun, Shibo Hao +42 · 24 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
  24. Knowledge-driven Encode, Retrieve, Paraphrase for Medical Image Report Generation
    2019/03/25 by Li, Christy Y., Liang, Xiaodan, Hu, Zhiting +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  25. Target-Guided Open-Domain Conversation
    2019/05/28 by Jianheng Tang, Tiancheng Zhao, Tang, Jianheng +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  26. Recurrent Topic-Transition GAN for Visual Paragraph Generation
    2017/03/21 by Xiaodan Liang, Zhiting Hu, Liang, Xiaodan +7 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  27. Efficient (Soft) Q-Learning for Text Generation with Limited Good Data
    2021/06/14 by Guo, Han, Tan, Bowen, Liu, Zhengzhong +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. Learning Data Manipulation for Augmentation and Weighting
    2019/10/28 by Zhiting Hu, Bowen Tan, Hu, Zhiting +6 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  29. A Causal Lens for Controllable Text Generation
    2022/01/22 by Zhiting Hu, Li Erran Li, Hu, Zhiting +1 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
  30. BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models
    2022/06/28 by Hao, Shibo, Tan, Bowen, Tang, Kaiwen +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. Composable Text Controls in Latent Space with ODEs
    2022/08/01 by Liu, Guangyi, Feng, Zeyu, Gao, Yuan +7 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. Learning Concept Taxonomies from Multi-modal Data
    2016/06/29 by Hao Zhang, Zhiting Hu, Zhang, Hao +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  33. Efficient Correlated Topic Modeling with Topic Embedding
    2017/07/01 by He, Junxian, Hu, Zhiting, Berg-Kirkpatrick, Taylor +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  34. Structured Content Preservation for Unsupervised Text Style Transfer
    2018/10/15 by Tian, Youzhi, Hu, Zhiting, Yu, Zhou · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  35. Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding
    2024/02/29 by Guangyi Liu, Liu, Guangyi, Yu Wang +21 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  36. Synthesizing Privacy-Preserving Text Data via Finetuning without Finetuning Billion-Scale LLMs
    2025/03/16 by Bowen Tan, Zheng Xu, Tan, Bowen +7 · 4 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Internet Traffic Analysis and Secure E-voting
  37. Towards General Continuous Memory for Vision-Language Models
    2025/05/23 by Wu, Wenyi, Song, Zixuan, Zhou, Kun +3 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach
    2020/10/14 by Tan, Bowen, Qin, Lianhui, Xing, Eric P. +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation
    2025/06/27 by Gao, Qiyue, Pi, Xinyu, Liu, Kevin +21 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. Toward a `Standard Model' of Machine Learning
    2021/08/17 by Zhiting Hu, Hu, Zhiting, Eric P. Xing +1 · 1 citation
    Computer Science · Materials Science · #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning #Machine Learning in Materials Science
  41. Compression, Transduction, and Creation: A Unified Framework for Evaluating Natural Language Generation
    2021/09/14 by Deng, Mingkai, Tan, Bowen, Liu, Zhengzhong +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  42. Vision-G1: Towards General Vision Language Reasoning with Multi-Domain Data Curation
    2025/08/18 by Zha, Yuheng, Zhou, Kun, Yujia Wu +15 · 5 citations
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Logic, Reasoning, and Knowledge
  43. ArcMemo: Abstract Reasoning Composition with Lifelong LLM Memory
    2025/09/04 by Ho, Matthew, Si, Chen, Feng, Zhaoxiang +5 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  44. Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models
    2024/11/13 by Somanshu Singla, Zhen Wang, Singla, Somanshu +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  45. Text Alignment Is An Efficient Unified Model for Massive NLP Tasks
    2023/07/06 by Zha, Yuheng, Yang, Yichi, Li, Ruichen +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  46. Critique of World Model
    2025/07/07 by Eric Xing, Mingkai Deng, Xing, Eric +4 · 3 citations
    Computer Science · Neuroscience · Psychology · #Action Observation and Synchronization #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Embodied and Extended Cognition #FOS: Computer and information sciences #Machine Learning (cs.LG) #Psychiatry, Mental Health, Neuroscience #Robotics (cs.RO)
  47. 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)
  48. Voila: Voice-Language Foundation Models for Real-Time Autonomous Interaction and Voice Role-Play
    2025/05/05 by Yemin Shi, Yu Shu, Shi, Yemin +11 · 2 citations
    Computer Science · Psychology · #Speech and dialogue systems #AI in Service Interactions #Social Robot Interaction and HRI
  49. Activation Control for Efficiently Eliciting Long Chain-of-thought Ability of Language Models
    2025/05/23 by Zhao, Zekai, Liu, Qi, Zhou, Kun +4 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  50. Auto-scaling Continuous Memory for GUI Agent
    2025/10/10 by Wu, Wenyi, Zhou, Kun, Yuan, Ruoxin +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)