Xiaopeng Li

1. Multi-lingual Evaluation of Code Generation Models
   2022/10/26 by Ben Athiwaratkun, Sanjay Krishna Gouda, Athiwaratkun, Ben +47 · 13 citations
   Computer Science · #Software Engineering Research #Topic Modeling #Machine Learning and Data Classification
2. In-situ reconstructed Ru atom array on α-MnO2 with enhanced performance for acidic water oxidation
   2021/12/17 by Chao Lin, Jili Li, Ji-Li Li +16 · 6 citations
   Energy · Engineering · #Advanced Photocatalysis Techniques #Advanced battery technologies research #Electrocatalysts for Energy Conversion
3. LeDex: Training LLMs to Better Self-Debug and Explain Code
   2024/05/28 by Nan Jiang, Jiang, Nan, Xiaopeng Li +15 · 9 citations
   Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law
4. G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models
   2024/05/23 by Pengyue Jia, Yiding Liu, Jia, Pengyue +17 · 10 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies
5. V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models
   2024/08/17 by Junwei You, You, Junwei, Haotian Shi +15 · 10 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
6. Configured Quantum Reservoir Computing for Multi-Task Machine Learning
   2023/03/30 by Wei Xia, Xia, Wei, Jie Zou +13 · 6 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Physical sciences #Neural Networks and Applications #Neural Networks and Reservoir Computing #Quantum Physics (quant-ph)
7. Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning
   2025/05/20 by Wenlin Zhang, Zhang, Wenlin, Xiangyang Li +21 · 16 citations
   Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Multimodal Machine Learning Applications #Topic Modeling
8. SyNeg: LLM-Driven Synthetic Hard-Negatives for Dense Retrieval
   2024/12/23 by Xiaopeng Li, Xiangyang Li, Li, Xiaopeng +15 · 7 citations
   Computer Science · #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Information Retrieval (cs.IR)
9. Not All Attention Is Needed: Gated Attention Network for Sequence Data
   2019/12/01 by Lanqing Xue, Xiaopeng Li, Xue, Lanqing +3 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
10. Graph-Based Interaction-Aware Multimodal 2D Vehicle Trajectory Prediction using Diffusion Graph Convolutional Networks
    2023/09/05 by Keshu Wu, Wu, Keshu, Yang Zhou +7 · 3 citations
    Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Graphics (cs.GR) #Robotics (cs.RO) #Traffic Prediction and Management Techniques #Traffic and Road Safety
11. AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous Driving
    2024/12/19 by Shuo Xing, Hong Hua, Xing, Shuo +22 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning
12. Generative AI for Autonomous Driving: Frontiers and Opportunities
    2025/05/13 by Yuping Wang, Shuo Xing, Wang, Yuping +89 · 11 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Transportation and Mobility Innovations
13. Deep Research: A Survey of Autonomous Research Agents
    2025/08/18 by Wenlin Zhang, Xiaopeng Li, Zhang, Wenlin +13 · 10 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning and Data Classification #Scientific Computing and Data Management
14. A Survey of Personalization: From RAG to Agent
    2025/04/14 by Xiaopeng Li, Li, Xiaopeng, Pengyue Jia +26 · 7 citations
    Computer Science · #Distributed and Parallel Computing Systems
15. Exploring Continual Learning for Code Generation Models
    2023/07/05 by Prateek Yadav, Yadav, Prateek, Qing Sun +21 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Software Engineering (cs.SE) #Topic Modeling
16. Model Editing for LLMs4Code: How Far are We?
    2024/11/11 by Xiaopeng Li, Li, Xiaopeng, Shasha Li +14 · 4 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Real-time simulation and control systems #Software Engineering (cs.SE)
17. Bridging Relevance and Reasoning: Rationale Distillation in Retrieval-Augmented Generation
    2024/12/11 by Pengyue Jia, Jia, Pengyue, Derong Xu +19 · 3 citations
    Computer Science · #Speech and dialogue systems #Machine Learning and Algorithms #AI-based Problem Solving and Planning
18. Field experiments on longitudinal characteristics of human driver behavior following an autonomous vehicle
    2020/05/01 by Xiangmo Zhao, Zhen Wang, Zhigang Xu +3 · 1 citation
19. V2X-DGW: Domain Generalization for Multi-agent Perception under Adverse Weather Conditions
    2024/03/17 by Baolu Li, Li, Baolu, Jinlong Li +13 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Neural Networks and Applications #Reinforcement Learning in Robotics
20. DWE+: Dual-Way Matching Enhanced Framework for Multimodal Entity Linking
    2024/04/07 by Shezheng Song, Song, Shezheng, Shasha Li +17 · 2 citations
    Computer Science · #Web Data Mining and Analysis #Natural Language Processing Techniques #Topic Modeling
21. QualityFlow: An Agentic Workflow for Program Synthesis Controlled by LLM Quality Checks
    2025/01/20 by Y. C. Hu, Qiang Zhou, Hu, Yaojie +14 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Scientific Computing and Data Management #Simulation Techniques and Applications #Software Engineering (cs.SE)
22. Convergence of the momentum method for semialgebraic functions with locally Lipschitz gradients
    2023/07/06 by Cédric Josz, Lexiao Lai, Josz, Cédric +3 · 1 citation
    Computer Science · Engineering · Mathematics · #Advanced Numerical Methods in Computational Mathematics #FOS: Mathematics #Matrix Theory and Algorithms #Numerical methods in inverse problems #Optimization and Control (math.OC)
23. SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering
    2024/01/31 by Xiaopeng Li, Shasha Li, Li, Xiaopeng +18 · 1 citation
    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) #Natural Language Processing Techniques #Topic Modeling
24. Personalize Before Retrieve: LLM-based Personalized Query Expansion for User-Centric Retrieval
    2025/10/10 by Yingyi Zhang, Zhang, Yingyi, Pengyue Jia +20 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Persona Design and Applications #Recommender Systems and Techniques
25. SELF: Surrogate-light Feature Selection with Large Language Models in Deep Recommender Systems
    2024/12/11 by Pengyue Jia, Jia, Pengyue, Zhaocheng Du +15 · 1 citation
    Computer Science · #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies
26. SkillSight: Calibrating Generic Content Bias for Skill Retrieval
    2026/07/21 by Jinying Xiao, Bin Li, Bin Ji +9
    Computer Science · #cs.AI
27. Embedded quantum computing for many-body surface reaction
    2026/07/29 by Dedong Wan, Xiaopeng Li, Yi Fan +3
    Physics and Astronomy · #quant-ph #physics.chem-ph