Li, Yifei

1. Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs
   2023/06/22 by Miao Xiong, Zhiyuan Hu, Xiong, Miao +11 · 1 voice · 142 citations
   Business, Management and Accounting · Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Financial Distress and Bankruptcy Prediction #cs.CL
2. Wan: Open and Advanced Large-Scale Video Generative Models
   2025/03/26 by WanTeam, Team Wan, Ang Wang +125 · 2 voices · 572 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #cs.CV
3. Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations
   2023/12/14 by Wang, Peiyi, Li, Lei, Shao, Zhihong +6 · 188 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Making Large Language Models Better Reasoners with Step-Aware Verifier
   2022/06/06 by Li, Yifei, Lin, Zeqi, Zhang, Shizhuo +4 · 32 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding
   2025/01/30 by Yuxin Zuo, Shang Qu, Zuo, Yuxin +15 · 56 citations
   Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies
6. TableLlama: Towards Open Large Generalist Models for Tables
   2023/11/15 by Tianshu Zhang, Zhang, Tianshu, Xiang Yue +5 · 28 citations
   Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Topic Modeling
7. ScienceAgentBench: Toward Rigorous Assessment of Language Agents for Data-Driven Scientific Discovery
   2024/10/07 by Ziru Chen, Shijie Chen, Chen, Ziru +35 · 26 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
8. OVO-Bench: How Far is Your Video-LLMs from Real-World Online Video Understanding?
   2025/01/09 by Yifei Li, Junbo Niu, Li, Yifei +26 · 21 citations
   Computer Science · #Video Analysis and Summarization
9. JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints
   2021/11/24 by Karl D. D. Willis, Willis, Karl D. D., Pradeep Kumar Jayaraman +19 · 7 citations
   Engineering · #Manufacturing Process and Optimization #Additive Manufacturing and 3D Printing Technologies #3D Shape Modeling and Analysis
10. Nonreciprocal Charge Transport in Topological Kagome Superconductor CsV₃Sb₅
    2022/10/19 by Wu, Yueshen, Wang, Qi, Zhou, Xiang +14 · 7 citations
    #FOS: Physical sciences #Superconductivity (cond-mat.supr-con)
11. InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions
    2024/12/12 by Pan Zhang, Zhang, Pan, Xiaoyi Dong +53 · 14 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia Communication and Technology #Speech and dialogue systems #Video Analysis and Summarization
12. A Method for Animating Children's Drawings of the Human Figure
    2023/03/07 by Harrison Jesse Smith, Qingyuan Zheng, Smith, Harrison Jesse +7 · 6 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation #Human Pose and Action Recognition
13. Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge
    2025/06/26 by Gou, Boyu, Huang, Zanming, Ning, Yuting +23 · 20 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
14. How Can Large Language Models Help Humans in Design and Manufacturing?
    2023/07/25 by Liane Makatura, Makatura, Liane, Michael Foshey +33 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Software Engineering Research
15. DiffAvatar: Simulation-Ready Garment Optimization with Differentiable Simulation
    2023/11/20 by Yifei Li, Hsiao-yu Chen, Li, Yifei +9 · 6 citations
    Engineering · #3D Shape Modeling and Analysis #Assembly Line Balancing Optimization #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Scheduling and Optimization Algorithms
16. ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries
    2025/01/09 by Huang, Keke, Shi, Yimin, Ding, Dujian +4 · 7 citations
    #Databases (cs.DB) #FOS: Computer and information sciences
17. TheaterGen: Character Management with LLM for Consistent Multi-turn Image Generation
    2024/04/29 by Cheng, Junhao, Yin, Baiqiao, Cai, Kaixin +9 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
18. Automating Exploratory Proteomics Research via Language Models
    2024/11/06 by Ding, Ning, Qu, Shang, Xie, Linhai +13 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Quantitative Methods (q-bio.QM)
19. AttributionBench: How Hard is Automatic Attribution Evaluation?
    2024/02/23 by Li, Yifei, Yue, Xiang, Liao, Zeyi +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
20. NeuralFluid: Neural Fluidic System Design and Control with Differentiable Simulation
    2024/05/22 by Yifei Li, Yuchen Sun, Li, Yifei +11 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fuzzy Logic and Control Systems #Graphics (cs.GR) #Hydraulic and Pneumatic Systems
21. A structure-preserving parametric finite element method for geometric flows with anisotropic surface energy
    2022/11/01 by Bao, Weizhu, Li, Yifei · 2 citations
    #35K55 #53C44 #65M12 #65M60 #FOS: Mathematics #Numerical Analysis (math.NA)
22. Flows: Building Blocks of Reasoning and Collaborating AI
    2023/08/02 by Martin Josifoski, Lars Klein, Josifoski, Martin +18 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Reinforcement Learning in Robotics
23. Input-Tuning: Adapting Unfamiliar Inputs to Frozen Pretrained Models
    2022/03/07 by Shengnan An, Yifei Li, An, Shengnan +15 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
24. ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding
    2025/05/25 by Muye Huang, Huang, Muye, Lingling Zhang +15 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
25. A symmetrized parametric finite element method for anisotropic surface diffusion in 3D
    2022/06/04 by Bao, Weizhu, Li, Yifei · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
26. AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
    2025/06/09 by Yifei Li, Li, Yifei, Hanane Nour Moussa +33 · 2 citations
    Computer Science · Decision Sciences · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science #Scientific Computing and Data Management
27. Enhancing Human-Robot Collaborative Assembly in Manufacturing Systems Using Large Language Models
    2024/06/04 by Lim, Jonghan, Patel, Sujani, Evans, Alex +3 · 1 citation
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Robotics (cs.RO)
28. MUR: Momentum Uncertainty guided Reasoning for Large Language Models
    2025/07/20 by Hang Yan, Fangzhi Xu, Yan, Hang +18 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
29. Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering
    2025/05/18 by Long Xiao, Long, Xiao, Liansheng Zhuang +9 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling