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Cheng Yang

  1. ChatDev: Communicative Agents for Software Development
    2023/07/16 by Chen Qian, Qian, Chen, Wei Liu +25 · 9 voices · 191 citations
    Computer Science · #AI in Service Interactions #Software Engineering Research #Topic Modeling #cs.CL #cs.MA #cs.SE
  2. Graph Neural Networks: A Review of Methods and Applications
    2018/12/20 by Jie Zhou, Zhou, Jie, Ganqu Cui +15 · 1 voice · 198 citations
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Topic Modeling #cs.AI #cs.LG #stat.ML
  3. Graph neural networks: A review of methods and applications
    2020/01/01 by Jie Zhou, Ganqu Cui, Shengding Hu +6 · 134 citations
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Topic Modeling
  4. Tool Learning with Foundation Models
    2023/04/17 by Yujia Qin, Shengding Hu, Qin, Yujia +79 · 51 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Software Engineering Research
  5. AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
    2024/01/24 by Chang Ma, Junlei Zhang, Ma, Chang +15 · 48 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 #Topic Modeling
  6. Scaling Large Language Model-based Multi-Agent Collaboration
    2024/06/11 by Qian Chen, Zihao Xie, Qian, Chen +19 · 46 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Service-Oriented Architecture and Web Services #Semantic Web and Ontologies
  7. Optical Context Compression Is Just (Bad) Autoencoding
    2025/12/03 by Ivan Yee Lee, Ivan Lee, Cheng Yang +4 · 4 voices
    Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression #Generative Adversarial Networks and Image Synthesis #cs.CL #cs.CV #cs.LG
  8. ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation
    2024/06/14 by Cheng Yang, Chufan Shi, Yang, Cheng +25 · 32 citations
    Computer Science · #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
  9. Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
    2024/07/09 by Weize Chen, Ziming You, Chen, Weize +17 · 17 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Mobile Agent-Based Network Management
  10. 3D Point Cloud Denoising using Graph Laplacian Regularization of a Low Dimensional Manifold Model
    2018/03/20 by Jin Zeng, Zeng, Jin, Gene Cheung +7 · 6 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. CED: Credible Early Detection of Social Media Rumors
    2018/11/10 by Changhe Song, Cunchao Tu, Song, Changhe +7 · 5 citations
    Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Media Influence and Politics #Misinformation and Its Impacts #Social and Information Networks (cs.SI)
  12. Experiential Co-Learning of Software-Developing Agents
    2023/12/28 by Qian Chen, Qian, Chen, Yufan Dang +17 · 10 citations
    Computer Science · Business, Management and Accounting · #Multi-Agent Systems and Negotiation #Business Process Modeling and Analysis #Software Engineering Research
  13. MoE-I2: Compressing Mixture of Experts Models through Inter-Expert Pruning and Intra-Expert Low-Rank Decomposition
    2024/11/01 by Cheng Yang, Yang Sui, Yang, Cheng +17 · 14 citations
    Computer Science · #Machine Learning in Healthcare #Expert finding and Q&A systems
  14. Multi-Agent Collaboration via Evolving Orchestration
    2025/05/26 by Yufan Dang, Dang, Yufan, Qian Chen +24 · 18 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Collaboration in agile enterprises #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)
  15. Advances in covalent organic frameworks in separation science
    2018/02/13 by Hai‐Long Qian, Hai-Long Qian, Cheng-Xiong Yang +6 · 17 citations
    Materials Science · Chemistry · #Covalent Organic Framework Applications #Metal-Organic Frameworks: Synthesis and Applications #Luminescence and Fluorescent Materials
  16. FairSIN: Achieving Fairness in Graph Neural Networks through Sensitive Information Neutralization
    2024/03/19 by Cheng Yang, Yang, Cheng, Jixi Liu +5 · 6 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI
  17. MegaScale-Infer: Serving Mixture-of-Experts at Scale with Disaggregated Expert Parallelism
    2025/04/03 by Ruidong Zhu, Zhu, Ruidong, Ziheng Jiang +35 · 14 citations
    Computer Science · #Advanced Neural Network Applications #Big Data and Digital Economy #Domain Adaptation and Few-Shot Learning
  18. Progressively Stacking 2.0: A Multi-stage Layerwise Training Method for BERT Training Speedup
    2020/11/27 by Cheng Yang, Yang, Cheng, Shengnan Wang +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  19. Myricetin ameliorates bleomycin-induced pulmonary fibrosis in mice by inhibiting TGF-β signaling via targeting HSP90β
    2020/06/11 by Xiaohe Li, Haiyan Yu, Lu Liang +14 · 19 citations
    Medicine · Biochemistry, Genetics and Molecular Biology · #Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis #Heat shock proteins research #Silymarin and Mushroom Poisoning
  20. Data-centric Graph Learning: A Survey
    2023/10/08 by Yuxin Guo, Guo, Yuxin, Deyu Bo +11 · 4 citations
    Computer Science · Health Professions · #Advanced Graph Neural Networks #Artificial Intelligence in Healthcare #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  21. A Unified Framework for Marketing Budget Allocation
    2019/02/04 by Kui Zhao, Zhao, Kui, Junhao Hua +9 · 2 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Consumer Market Behavior and Pricing #Customer churn and segmentation #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Image and Video Quality Assessment
  22. Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models
    2024/09/29 by Xin Li, Weize Chen, Li, Xin +21 · 6 citations
    Computer Science · #Topic Modeling
  23. Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models
    2024/09/14 by Ying Zhai, Zhai, Yuanzhao, Kele Xu +10 · 5 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
  24. Extract the Knowledge of Graph Neural Networks and Go Beyond it: An Effective Knowledge Distillation Framework
    2021/03/04 by Cheng Yang, Jiawei Liu, Yang, Cheng +3 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Graph Theory and Algorithms
  25. A Survey on the Honesty of Large Language Models
    2024/09/27 by Siheng Li, Cheng Yang, Li, Siheng +25 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
  26. Solving General Natural-Language-Description Optimization Problems with Large Language Models
    2024/07/09 by Jihai Zhang, Zhang, Jihai, Wei Wang +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Natural Language Processing Techniques #Optimization and Control (math.OC) #Semantic Web and Ontologies #Topic Modeling
  27. Question Answering as Programming for Solving Time-Sensitive Questions
    2023/05/23 by Xinyu Zhu, Cheng Yang, Zhu, Xinyu +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  28. Unchosen Experts Can Contribute Too: Unleashing MoE Models' Power by Self-Contrast
    2024/05/23 by Chufan Shi, Cheng Yang, Shi, Chufan +15 · 4 citations
    Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  29. EvolveR: Self-Evolving LLM Agents through an Experience-Driven Lifecycle
    2025/10/17 by Rong Wu, Xiaoman Wang, Wu, Rong +18 · 9 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  30. Specialist or Generalist? Instruction Tuning for Specific NLP Tasks
    2023/10/23 by Chufan Shi, Yixuan Su, Shi, Chufan +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  31. Dissipative coupling induced phonon lasing with anti-parity-time symmetry
    2021/10/24 by Qiankun Zhang, Zhang, Qiankun, Cheng Yang +5 · 2 citations
    Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #FOS: Physical sciences #Mechanical and Optical Resonators #Optics (physics.optics) #Photonic and Optical Devices #Quantum Physics (quant-ph)
  32. Optomechanical dark-mode-breaking cooling
    2024/12/20 by Cao Yan, Cheng Yang, Cao, Yan +5 · 5 citations
    Engineering · Physics and Astronomy · #Advanced MEMS and NEMS Technologies #FOS: Physical sciences #Mechanical and Optical Resonators #Optics (physics.optics) #Quantum Physics (quant-ph) #Thermal Radiation and Cooling Technologies
  33. MA-GCL: Model Augmentation Tricks for Graph Contrastive Learning
    2022/12/14 by Xumeng Gong, Gong, Xumeng, Cheng Yang +3 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Advanced Technologies in Various Fields
  34. ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models
    2024/06/28 by Yuxiang Zhang, Zhang, Yuxiang, Chen Jing +23 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare
  35. Real-World Denoising via Diffusion Model
    2023/05/08 by Cheng Yang, Lijing Liang, Yang, Cheng +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Medical Image Segmentation Techniques
  36. GLinSAT: The General Linear Satisfiability Neural Network Layer By Accelerated Gradient Descent
    2024/09/26 by Hongtai Zeng, Zeng, Hongtai, Chao Yang +7 · 3 citations
    Engineering · #Fault Detection and Control Systems
  37. GuideBench: Benchmarking Domain-Oriented Guideline Following for LLM Agents
    2025/05/16 by Lingxiao Diao, Diao, Lingxiao, X. X. Xu +6 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  38. Graph Neural News Recommendation with Long-term and Short-term Interest Modeling
    2019/10/30 by Linmei Hu, Chen Li, Hu, Linmei +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
  39. The helicity uniqueness conjecture in 3D hydrodynamics
    2020/03/12 by Boris Khesin, Khesin, Boris, Daniel Peralta‐Salas +3 · 1 citation
    Mathematics · Physics and Astronomy · #Chaos control and synchronization #Differential Geometry (math.DG) #Dynamical Systems (math.DS) #FOS: Mathematics #FOS: Physical sciences #Mathematical Dynamics and Fractals #Mathematical Physics (math-ph) #Quantum chaos and dynamical systems
  40. DCNAS: Densely Connected Neural Architecture Search for Semantic Image Segmentation
    2020/03/26 by Xiong Zhang, Hongmin Xu, Zhang, Xiong +11 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  41. Autonomous Agents for Collaborative Task under Information Asymmetry
    2024/06/21 by Wei Liu, Liu, Wei, Chenxi Wang +17 · 2 citations
    Computer Science · Business, Management and Accounting · #Neural Networks and Applications #Cognitive Computing and Networks #Collaboration in agile enterprises
  42. Efficient Multi-task Prompt Tuning for Recommendation
    2024/08/30 by Ting Bai, Huang Le, Bai, Ting +11 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  43. Iterative Experience Refinement of Software-Developing Agents
    2024/05/07 by Cheng Qian, Qian, Chen, Jiahao Li +19 · 2 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Software Engineering (cs.SE)
  44. Vision Learners Meet Web Image-Text Pairs
    2023/01/17 by Bingchen Zhao, Zhao, Bingchen, Quan Cui +8 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques
  45. The Tenth NTIRE 2025 Efficient Super-Resolution Challenge Report
    2025/04/14 by Bin Ren, Hang Guo, Ren, Bin +235 · 5 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Image and Video Quality Assessment #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
  46. xTrimoABFold: De novo Antibody Structure Prediction without MSA
    2022/11/30 by Yining Wang, Wang, Yining, Xumeng Gong +17 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Glycosylation and Glycoproteins Research #Machine Learning (cs.LG) #Monoclonal and Polyclonal Antibodies Research #Quantitative Methods (q-bio.QM) #vaccines and immunoinformatics approaches
  47. Visual Document Understanding and Reasoning: A Multi-Agent Collaboration Framework with Agent-Wise Adaptive Test-Time Scaling
    2025/08/05 by Xinlei Yu, Yu, Xinlei, Chengming Xu +15 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Topic Modeling
  48. BurstAttention: An Efficient Distributed Attention Framework for Extremely Long Sequences
    2024/03/14 by Sun Ao, Weilin Zhao, Sun, Ao +11 · 1 citation
    Computer Science · Mathematics · #Advanced Data Compression Techniques #Algorithms and Data Compression #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Tensor decomposition and applications #and Cluster Computing (cs.DC)
  49. Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
    2024/02/28 by Weize Chen, Chen, Weize, Chenfei Yuan +15 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property
  50. Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks
    2025/10/09 by Cheng Yang, Xuemeng Yang, Yang, Cheng +21 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  51. Co-Saving: Resource Aware Multi-Agent Collaboration for Software Development
    2025/05/28 by Rennai Qiu, Qiu, Rennai, Cheng Qian +21 · 2 citations
    Computer Science · #Mobile Crowdsensing and Crowdsourcing #Software Engineering Techniques and Practices #Topic Modeling
  52. GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration
    2024/10/23 by Xin Li, Qi Chu, Li, Xin +17 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Semantic Web and Ontologies #Topic Modeling
  53. Signed Graph Metric Learning via Gershgorin Disc Perfect Alignment
    2020/06/15 by Cheng Yang, Yang, Cheng, Gene Cheung +3 · 1 citation
    Computer Science · Engineering · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
  54. From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning
    2025/09/28 by Cheng Yang, Yang, Cheng, Jiaxuan Lu +7 · 4 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Risk and Safety Analysis #Semantic Web and Ontologies
  55. The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook
    2026/04/02 by Xinlei Yu, Zhangquan Chen, Yongbo He +36 · 1 voice · 1 citation
    #cs.AI
  56. Beyond a Single Judge: Simulating Social Persona Panels for Generative UI Evaluation
    2026/07/30 by Zheng Wu, Yibo Luo, Pu Zhang +2
    Computer Science · #cs.CL
  57. DecoupleMix: Decoupled Ratio Search and Convex Allocation for Scalable VLM Data Recipes
    2026/07/27 by Jiahao Xie, Zhongbin Guo, Qianle Wang +4
    #cs.CV #cs.AI
  58. Critical-Set-Aided Simplified Blind SCL Recognition of Polar Codes
    2026/07/20 by Changwei Tu, Cheng Yang, Xianzhao Feng +1
    #cs.IT #math.IT
  59. HiSkill: Empowering LLM Agents with Hierarchical Skill Graphs
    2026/07/28 by Yu Hao, Jinxuan Cai, Qi Zhang +4
    #cs.AI
  60. Phonon heat transport with squeezing-based symmetry breaking
    2026/07/25 by Yan Cao, Cheng Yang, Xintong Gu +3
    #physics.optics #quant-ph
  61. Would You Walk to the Car Wash? Revealing the Salience Bias of Large Language Models in Commonsense Reasoning
    2026/07/30 by Zheng Wu, Chenhao Xue, Shijie Zheng +3
    Computer Science · #cs.CL