Weng, Yixuan

1. Large Language Models are Better Reasoners with Self-Verification
   2022/12/19 by Yixuan Weng, Weng, Yixuan, Minjun Zhu +11 · 56 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
2. CycleResearcher: Improving Automated Research via Automated Review
   2024/10/28 by Yixuan Weng, Minjun Zhu, Weng, Yixuan +11 · 28 citations
   Decision Sciences · #Scientific Computing and Data Management
3. DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process
   2025/03/11 by Min Zhu, Zhu, Minjun, Yixuan Weng +5 · 29 citations
   Social Sciences · #Artificial Intelligence in Law
4. Personality Alignment of Large Language Models
   2024/08/21 by Min Zhu, Zhu, Minjun, Linyi Yang +4 · 12 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
5. ControlLM: Crafting Diverse Personalities for Language Models
   2024/02/15 by Weng, Yixuan, He, Shizhu, Liu, Kang +2 · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks
   2023/04/04 by Yixuan Weng, Minjun Zhu, Weng, Yixuan +11 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
7. AI Scientists Fail Without Strong Implementation Capability
   2025/06/02 by Zhu, Minjun, Xie, Qiujie, Weng, Yixuan +4 · 8 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Visual Answer Localization with Cross-modal Mutual Knowledge Transfer
   2022/10/26 by Yixuan Weng, Weng, Yixuan, Bin Li +1 · 2 citations
   Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques
9. DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively
   2025/09/30 by Weng, Yixuan, Zhu, Minjun, Xie, Qiujie +4 · 8 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. How Far Are AI Scientists from Changing the World?
    2025/07/31 by Qiujie Xie, Yixuan Weng, Xie, Qiujie +19 · 4 citations
    Medicine · Computer Science · Materials Science · #Artificial Intelligence in Healthcare and Education #Multimodal Machine Learning Applications #Machine Learning in Materials Science
11. Does Knowledge Localization Hold True? Surprising Differences Between Entity and Relation Perspectives in Language Models
    2024/09/01 by Wei, Yifan, Yu, Xiaoyan, Weng, Yixuan +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
12. AutoTIR: Autonomous Tools Integrated Reasoning via Reinforcement Learning
    2025/07/29 by Wei, Yifan, Yu, Xiaoyan, Weng, Yixuan +3 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
13. Large Language Models Need Holistically Thought in Medical Conversational QA
    2023/05/09 by Weng, Yixuan, Li, Bin, Xia, Fei +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
14. LMTuner: An user-friendly and highly-integrable Training Framework for fine-tuning Large Language Models
    2023/08/20 by Weng, Yixuan, Wang, Zhiqi, Liao, Huanxuan +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
15. Assessing Knowledge Editing in Language Models via Relation Perspective
    2023/11/15 by Yifan Wei, Wei, Yifan, Xiaoyan Yu +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
16. Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model
    2024/06/25 by Xia, Fei, Weng, Yixuan, He, Shizhu +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
17. ResearStudio: A Human-Intervenable Framework for Building Controllable Deep-Research Agents
    2025/10/14 by Linyi Yang, Yixuan Weng, Yang, Linyi +1 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Scientific Computing and Data Management
18. Small but Mighty: Enhancing Time Series Forecasting with Lightweight LLMs
    2025/03/05 by Fan, Haoran, Li, Bin, Weng, Yixuan +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
19. Overview of the NLPCC 2025 Shared Task 4: Multi-modal, Multilingual, and Multi-hop Medical Instructional Video Question Answering Challenge
    2025/05/11 by Li, Bin, Liu, Shenxi, Weng, Yixuan +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences