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Jie Fu

  1. A Definition of AGI
    2025/10/21 by Dan Hendrycks, Dawn Song, Hendrycks, Dan +65 · 28 voices · 10 citations
    Psychology · Computer Science · #Cognitive Abilities and Testing #Computability, Logic, AI Algorithms #Cognitive Computing and Networks
  2. Can LLMs Express Their Uncertainty? An Empirical Evaluation of Confidence Elicitation in LLMs
    2023/06/22 by Miao Xiong, Xiong, Miao, Zhiyuan Hu +11 · 140 citations
    Business, Management and Accounting · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Financial Distress and Bankruptcy Prediction
  3. ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate
    2023/08/14 by Chi-Min Chan, Weize Chen, Chan, Chi-Min +13 · 107 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Topic Modeling
  4. MERT: Acoustic Music Understanding Model with Large-Scale Self-supervised Training
    2023/05/31 by Yizhi Li, Li, Yizhi, Ruibin Yuan +35 · 46 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  5. OpenCodeInterpreter: Integrating Code Generation with Execution and Refinement
    2024/02/22 by Tianyu Zheng, Ge Zhang, Zheng, Tianyu +14 · 2 voices · 37 citations
    Computer Science · #Logic, programming, and type systems #Model-Driven Software Engineering Techniques #Software Testing and Debugging Techniques #cs.AI #cs.CL #cs.SE
  6. AutoAgents: A Framework for Automatic Agent Generation
    2023/09/29 by Guangyao Chen, Siwei Dong, Chen, Guangyao +13 · 39 citations
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Topic Modeling
  7. UniIR: Training and Benchmarking Universal Multimodal Information Retrievers
    2023/11/28 by Cong Wei, Wei, Cong, Yang Chen +13 · 38 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
  8. AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling
    2024/02/19 by Jun Zhan, Junqi Dai, Zhan, Jun +29 · 36 citations
    Computer Science · #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) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  9. TACO: Topics in Algorithmic COde generation dataset
    2023/12/22 by Rongni Li, Jie Fu, Li, Rongao +15 · 29 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering Research #Software Testing and Debugging Techniques
  10. RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models
    2023/10/01 by Zekun Moore Wang, Zhongyuan Peng, Wang, Zekun Moore +29 · 25 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  11. RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation
    2024/03/31 by Chi-Min Chan, Chan, Chi-Min, Chunpu Xu +11 · 27 citations
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Information Retrieval and Search Behavior
  12. OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
    2024/11/07 by Siming Huang, Huang, Siming, Jialu Liu +34 · 37 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  13. Biological Sequence Design with GFlowNets
    2022/03/02 by Moksh Jain, Jain, Moksh, Emmanuel Bengio +22 · 13 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #vaccines and immunoinformatics approaches #Computational Drug Discovery Methods #RNA and protein synthesis mechanisms
  14. ChatMusician: Understanding and Generating Music Intrinsically with LLM
    2024/02/25 by Ruibin Yuan, Yuan, Ruibin, Y. F. Wang +66 · 16 citations
    Computer Science · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning in Materials Science #Multimedia (cs.MM) #Scientific Computing and Data Management #Sound (cs.SD) #Topic Modeling #electronic engineering #information engineering
  15. ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory
    2023/06/06 by Chenxu Hu, Hu, Chenxu, Jie Fu +9 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  16. Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
    2024/05/24 by Wenyu Du, Du, Wenyu, Tongxu Luo +13 · 14 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning
    2023/05/28 by Haiteng Zhao, Shengchao Liu, Zhao, Haiteng +13 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #Computational Drug Discovery Methods #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Machine Learning in Materials Science
  18. Superionic conductivity of glass-ceramics in the system Li 2 O- Al 2 O 3 -TiO 2 -P 2 O 5
    1997/04/01 by Jie Fu · 3 citations
    Engineering · #Advanced Battery Materials and Technologies #Microwave Dielectric Ceramics Synthesis #Advancements in Battery Materials
  19. MARBLE: Music Audio Representation Benchmark for Universal Evaluation
    2023/06/18 by Ruibin Yuan, Yinghao Ma, Yuan, Ruibin +46 · 7 citations
    Computer Science · Arts and Humanities · #Music and Audio Processing #Diverse Musicological Studies #Music Technology and Sound Studies
  20. MuPT: A Generative Symbolic Music Pretrained Transformer
    2024/04/09 by Xingwei Qu, Qu, Xingwei, Yuelin Bai +53 · 9 citations
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Neuroscience and Music Perception #Sound (cs.SD) #electronic engineering #information engineering
  21. A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook
    2025/04/11 by Jiankai Sun, Chuanyang Zheng, Enze Xie +34 · 18 citations
    Computer Science · #Logic, Reasoning, and Knowledge #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  22. MUDiff: Unified Diffusion for Complete Molecule Generation
    2023/04/28 by Chenqing Hua, Sitao Luan, Hua, Chenqing +11 · 5 citations
    Materials Science · Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Protein Structure and Dynamics
  23. VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text
    2024/06/10 by Tianyu Zhang, Suyuchen Wang, Zhang, Tianyu +15 · 7 citations
    Arts and Humanities · Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Subtitles and Audiovisual Media #Video Analysis and Summarization
  24. ComposerX: Multi-Agent Symbolic Music Composition with LLMs
    2024/04/28 by Qixin Deng, Deng, Qixin, Qikai Yang +35 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  25. A Closer Look into Mixture-of-Experts in Large Language Models
    2024/06/26 by Ka Man Lo, Lo, Ka Man, Zeyu Huang +7 · 6 citations
    Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval
    2024/01/24 by Siwei Wu, Yizhi Li, Wu, Siwei +25 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Advanced Image and Video Retrieval Techniques
  27. CMMMU: A Chinese Massive Multi-discipline Multimodal Understanding Benchmark
    2024/01/22 by Ge ZHANG, Xinrun Du, Zhang, Ge +41 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  28. LyricWhiz: Robust Multilingual Zero-shot Lyrics Transcription by Whispering to ChatGPT
    2023/06/29 by Le Zhuo, Ruibin Yuan, Zhuo, Le +23 · 4 citations
    Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  29. StructLM: Towards Building Generalist Models for Structured Knowledge Grounding
    2024/02/26 by Alex Zhuang, Zhuang, Alex, Ge Zhang +17 · 2 voices · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
  30. D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models
    2024/06/03 by Haoran Que, Jiaheng Liu, Que, Haoran +29 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  31. MAP-Music2Vec: A Simple and Effective Baseline for Self-Supervised Music Audio Representation Learning
    2022/12/05 by Yizhi Li, Ruibin Yuan, Li, Yizhi +25 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  32. HyperMoE: Towards Better Mixture of Experts via Transferring Among Experts
    2024/02/20 by Hao Zhao, Zhao, Hao, Zihan Qiu +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Seismology and Earthquake Studies
  33. CMDAG: A Chinese Metaphor Dataset with Annotated Grounds as CoT for Boosting Metaphor Generation
    2024/02/20 by Yujie Shao, Shao, Yujie, Xinrong Yao +13 · 4 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Natural Language Processing Techniques
  34. COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning
    2024/03/26 by Yuelin Bai, Xinrun Du, Bai, Yuelin +39 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences
  35. CoCon: A Self-Supervised Approach for Controlled Text Generation
    2020/06/05 by Alvin Chan, Yew-Soon Ong, Chan, Alvin +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  36. A Multi-Agent Reinforcement Learning Approach For Safe and Efficient Behavior Planning Of Connected Autonomous Vehicles
    2020/03/09 by Songyang Han, Shanglin Zhou, Han, Songyang +11 · 2 citations
    Engineering · #Traffic control and management #Vehicular Ad Hoc Networks (VANETs) #Autonomous Vehicle Technology and Safety
  37. Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias
    2023/05/31 by Zhongwei Wan, Wan, Zhongwei, Che Liu +15 · 3 citations
    Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI #Biomedical Text Mining and Ontologies
  38. MIO: A Foundation Model on Multimodal Tokens
    2024/09/26 by Zekun Wang, Wang, Zekun, Chunpu Xu +30 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Speech and dialogue systems
  39. Adap DP-FL: Differentially Private Federated Learning with Adaptive Noise
    2022/11/29 by Jie Fu, Zhili Chen, Fu, Jie +3 · 2 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  40. CORGI-PM: A Chinese Corpus For Gender Bias Probing and Mitigation
    2023/01/01 by Ge Zhang, Zhang, Ge, Yizhi Li +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  41. A Pathway Towards Responsible AI Generated Content
    2023/03/02 by Chen Chen, Jie Fu, Chen, Chen +3 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Law, AI, and Intellectual Property
  42. Interactive Natural Language Processing
    2023/05/22 by Zekun Wang, Wang, Zekun, Ge Zhang +41 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  43. T3D: Advancing 3D Medical Vision-Language Pre-training by Learning Multi-View Visual Consistency
    2023/12/03 by Che Liu, Cheng Ouyang, Liu, Che +17 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  44. Catalytic fast pyrolysis of rice straw to aromatic compounds over hierarchical HZSM-5 produced by alkali treatment and metal-modification
    2018/02/12 by Hao Chen, Hao Cheng, Feng Zhou +6 · 1 citation
    Chemistry · Engineering · #Catalysis for Biomass Conversion #Thermochemical Biomass Conversion Processes #Zeolite Catalysis and Synthesis
  45. SynFundus-1M: A High-quality Million-scale Synthetic fundus images Dataset with Fifteen Types of Annotation
    2023/12/01 by Fangxin Shang, Jie Fu, Shang, Fangxin +6 · 2 citations
    Medicine · Computer Science · #Retinal Imaging and Analysis #Digital Imaging for Blood Diseases #Retinal and Optic Conditions
  46. Align on the Fly: Adapting Chatbot Behavior to Established Norms
    2023/12/26 by Chunpu Xu, Steffi Chern, Xu, Chunpu +15 · 2 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  47. Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning
    2024/02/19 by Shuai Zhao, Leilei Gan, Zhao, Shuai +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptographic Implementations and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Physical Unclonable Functions (PUFs) and Hardware Security #VLSI and Analog Circuit Testing
  48. Few-Shot Domain Adaptation with Polymorphic Transformers
    2021/07/10 by Shaohua Li, Xiuchao Sui, Li, Shaohua +17 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders
  49. Efficient Continual Pre-training by Mitigating the Stability Gap
    2024/06/21 by Yiduo Guo, Guo, Yiduo, Jie Fu +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
  50. Bidirectional Learning for Offline Infinite-width Model-based Optimization
    2022/09/15 by Can, Yingxue Zhang, Chen, Can +6 · 1 citation
    Computer Science · Materials Science · #Advanced Neural Network Applications #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning and Data Classification #Machine Learning in Materials Science #and Science (cs.CE)
  51. PositionID: LLMs can Control Lengths, Copy and Paste with Explicit Positional Awareness
    2024/10/09 by Zekun Wang, Wang, Zekun, Feiyu Duan +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies
  52. On the Effectiveness of Speech Self-supervised Learning for Music
    2023/07/11 by Yinghao Ma, Ruibin Yuan, Ma, Yinghao +27 · 1 citation
    Computer Science · #Music and Audio Processing #Speech Recognition and Synthesis #Music Technology and Sound Studies
  53. Occurrence, spatial patterns, air-seawater exchange, and atmospheric deposition of polycyclic aromatic hydrocarbons (PAHs) from the Northwest Pacific to Arctic Ocean
    2022/11/07 by Jie Fu, Haibo Zhang, Ruijing Li +6 · 1 citation
    Environmental Science · Earth and Planetary Sciences · #Toxic Organic Pollutants Impact #Atmospheric chemistry and aerosols #Per- and polyfluoroalkyl substances research
  54. Covert Planning against Imperfect Observers
    2023/10/25 by Haoxiang Ma, Ma, Haoxiang, Chongyang Shi +7 · 1 citation
    Social Sciences · #Cambodian History and Society #Crime, Illicit Activities, and Governance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
  55. DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release
    2023/11/23 by Jie Fu, Qingqing Ye, Fu, Jie +11 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Adversarial Robustness in Machine Learning
  56. m2mKD: Module-to-Module Knowledge Distillation for Modular Transformers
    2024/02/26 by Ka Man Lo, Yiming Liang, Lo, Ka Man +13 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  57. On Path to Multimodal Historical Reasoning: HistBench and HistAgent
    2025/05/26 by J. F. Qiu, Qiu, Jiahao, Fulian Xiao +187 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  58. PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment
    2024/10/17 by Wang, Zekun Moore, Kang Zhu, Wang, Shawn +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  59. Thinker: Learning to Think Fast and Slow
    2025/05/27 by Wenyu Du, Chung, Stephen, Jie Fu +2 · 2 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Text Readability and Simplification
  60. Planning Stealthy Backdoor Attacks in MDPs with Observation-Based Triggers
    2025/04/17 by Xinyi Wei, Shuo Han, Wei, Xinyi +7 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Electrical engineering #Infrastructure Resilience and Vulnerability Analysis #Smart Grid Security and Resilience #Systems and Control (eess.SY) #electronic engineering #information engineering
  61. Circuit Claims Depend on What Is Extracted and How It Is Compared
    2026/07/21 by Yang Sheng, Jie Fu
    #cs.LG #cs.AI