Haotian Xu

1. From System 1 to System 2: A Survey of Reasoning Large Language Models
   2025/02/24 by Zhongzhi Li, Duzhen Zhang, Li, Zhong-Zhi +36 · 65 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques
2. Agent RL Scaling Law: Agent RL with Spontaneous Code Execution for Mathematical Problem Solving
   2025/05/12 by Xinji Mai, Mai, Xinji, Haotian Xu +13 · 30 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computability, Logic, AI Algorithms #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research
3. Interpretable Contrastive Monte Carlo Tree Search Reasoning
   2024/10/02 by Zitian Gao, Gao, Zitian, Xudong He +12 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Natural Language Processing Techniques #Time Series Analysis and Forecasting
4. Brain-on-Switch: Towards Advanced Intelligent Network Data Plane via NN-Driven Traffic Analysis at Line-Speed
   2024/03/17 by Jinzhu Yan, Yan, Jinzhu, Haotian Xu +11 · 5 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Neural Networks and Reservoir Computing
5. RedStar: Does Scaling Long-CoT Data Unlock Better Slow-Reasoning Systems?
   2025/01/20 by Haotian Xu, Xing Wu, Xu, Haotian +25 · 8 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)
6. DexCatch: Learning to Catch Arbitrary Objects with Dexterous Hands
   2023/10/13 by Fengbo Lan, Shengjie Wang, Lan, Fengbo +12 · 3 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Muscle activation and electromyography studies #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
7. Beyond Instruction Following: Evaluating Inferential Rule Following of Large Language Models
   2024/07/11 by Wangtao Sun, Chenxiang Zhang, Sun, Wangtao +16 · 4 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
8. Navi2Gaze: Leveraging Foundation Models for Navigation and Target Gazing
   2024/07/12 by Jun Zhu, Zhu, Jun, Zihao Du +13 · 2 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Multimodal Machine Learning Applications #Robotics (cs.RO) #Robotics and Sensor-Based Localization
9. EMONA: Event-level Moral Opinions in News Articles
   2024/04/02 by Yuanyuan Lei, Md Messal Monem Miah, Lei, Yuanyuan +11 · 2 citations
   Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts
10. Change point inference in high-dimensional regression models under temporal dependence
    2022/07/25 by Haotian Xu, Xu, Haotian, Daren Wang +5 · 1 citation
    Mathematics · Psychology · #FOS: Computer and information sciences #FOS: Mathematics #Mental Health Research Topics #Methodology (stat.ME) #Statistical Methods and Inference #Statistics Theory (math.ST)
11. TL;DR: Too Long, Do Re-weighting for Efficient LLM Reasoning Compression
    2025/06/03 by Zhongzhi Li, Xiao Liang, Li, Zhong-Zhi +22 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #Finance #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Numerical Analysis (math.NA) #Topic Modeling #and Science (cs.CE)
12. Search Self-play: Pushing the Frontier of Agent Capability without Supervision
    2025/10/21 by Hongliang Lu, Lu, Hongliang, Wen, Yuhang +13 · 4 citations
    Computer Science · #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
13. ItD: Large Language Models Can Teach Themselves Induction through Deduction
    2024/03/09 by Wangtao Sun, Haotian Xu, Sun, Wangtao +11 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
14. MedKGent: A Large Language Model Agent Framework for Constructing Temporally Evolving Medical Knowledge Graph
    2025/08/17 by Duzhen Zhang, Zixiao Wang, Zhang, Duzhen +23 · 1 citation
    #cs.CL #cs.AI
15. ZeroDiff: Solidified Visual-Semantic Correlation in Zero-Shot Learning
    2024/06/05 by Zihan Ye, Shreyank N Gowda, Ye, Zihan +11 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning
16. LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs
    2025/09/19 by Junlong Jia, Jia, Junlong, Xing Wu +19 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Scientific Computing and Data Management #Semantic Web and Ontologies
17. Uni-DPO: A Unified Paradigm for Dynamic Preference Optimization of LLMs
    2025/06/11 by Weinong Wang, Peng, Shangpin, Wang, Weinong +16 · 2 citations
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #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) #Machine Learning and Data Classification #Recommender Systems and Techniques