Junlong Li

1. DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning
   DeepSeek-R1 shows an LLM can learn strong step-by-step reasoning from pure reinforcement learning, with no human-labeled reasoning examples.
   2025/01/22 by DeepSeek-AI, Daya Guo, Dejian Yang +404 · 93 voices · 1934 citations
   Computer Science · #Reinforcement Learning in Robotics #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI)
2. DeepSeek-V3 Technical Report
   2024/12/27 by DeepSeek-AI, Aixin Liu, Bei Feng +404 · 39 voices · 7 citations
   Computer Science · Engineering · #Distributed and Parallel Computing Systems #Robotics and Automated Systems #cs.AI #cs.CL
3. Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion
   2022/03/25 by Tianpei Gu, Gu, Tianpei, Guangyi Chen +11 · 34 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
4. Generative Judge for Evaluating Alignment
   2023/10/09 by Junlong Li, Li, Junlong, Shichao Sun +9 · 40 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
5. CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction
   2025/02/11 by Junlong Li, Li, Junlong, Daya Guo +9 · 16 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Software Engineering Research
6. Self-Prompting Large Language Models for Zero-Shot Open-Domain QA
   2022/12/16 by Junlong Li, Li, Junlong, Wang, Jinyuan +4 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
7. MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding
   2021/10/16 by Junlong Li, Li, Junlong, Yiheng Xu +5 · 4 citations
   Computer Science · #Handwritten Text Recognition Techniques #Video Analysis and Summarization #Multimodal Machine Learning Applications
8. TCOVIS: Temporally Consistent Online Video Instance Segmentation
   2023/09/21 by Junlong Li, Li, Junlong, Bingyao Yu +7 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Video Analysis and Summarization
9. Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale
   2024/09/25 by Fan Zhou, Zhou, Fan, Zengzhi Wang +7 · 8 citations
   Business, Management and Accounting · Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistics Education and Methodologies
10. Diving into Self-Evolving Training for Multimodal Reasoning
    2024/12/23 by Wei Liu, Junlong Li, Liu, Wei +9 · 7 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems
11. Dissecting Human and LLM Preferences
    2024/02/17 by Junlong Li, Li, Junlong, Fan Zhou +9 · 4 citations
    Social Sciences · #Artificial Intelligence in Law
12. Reformatted Alignment
    2024/02/19 by Run-Ze Fan, Xuefeng Li, Fan, Run-Ze +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
13. Extending LLMs' Context Window with 100 Samples
    2024/01/13 by Yikai Zhang, Zhang, Yikai, Junlong Li +3 · 2 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Multimodal Machine Learning Applications #Speech and dialogue systems
14. Coexistence of zigzag antiferromagnetic order and superconductivity in compressed NiPSe3
    2023/01/11 by Hualei Sun, Sun, Hualei, Liang Qiu +27 · 1 citation
    Materials Science · Physics and Astronomy · #2D Materials and Applications #FOS: Physical sciences #Iron-based superconductors research #Rare-earth and actinide compounds #Strongly Correlated Electrons (cond-mat.str-el) #Superconductivity (cond-mat.supr-con)
15. Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning
    2023/10/20 by Jin‐Yuan Wang, Wang, Jinyuan, Junlong Li +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling