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Hao Peng

  1. GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
    2025/08/08 by GLM-4. 5 Team, Team, 5 Team +357 · 21 voices · 133 citations
    Computer Science · #Cognitive Computing and Networks #Distributed and Parallel Computing Systems #Rough Sets and Fuzzy Logic #cs.CL
  2. OpenHands: An Open Platform for AI Software Developers as Generalist Agents
    2024/07/23 by Xingyao Wang, Wang, Xingyao, Boxuan Li +47 · 3 voices · 247 citations
    Computer Science · #Multi-Agent Systems and Negotiation #cs.AI #cs.CL #cs.SE
  3. GLM-5: from Vibe Coding to Agentic Engineering
    2026/02/17 by GLM-5-Team, :, Aohan Zeng +184 · 4 voices · 30 citations
    #cs.LG #cs.CL
  4. Reinforcement Learning Finetunes Small Subnetworks in Large Language Models
    2025/05/16 by Sagnik Mukherjee, Lifan Yuan, Mukherjee, Sagnik +6 · 4 voices · 15 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.LG
  5. MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback
    2023/09/19 by Xingyao Wang, Zihan Wang, Wang, Xingyao +11 · 53 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Speech and dialogue systems #Topic Modeling
  6. Complexity-Based Prompting for Multi-Step Reasoning
    2022/10/03 by Yao Fu, Hao Peng, Fu, Yao +7 · 40 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 #Software Engineering Research #Topic Modeling
  7. Process Reward Models That Think
    2025/04/23 by Muhammad Khalifa, Khalifa, Muhammad, Rishabh Agarwal +13 · 2 voices · 29 citations
    Business, Management and Accounting · #Business Process Modeling and Analysis #cs.AI #cs.CL #cs.LG
  8. Process Reinforcement through Implicit Rewards
    2025/02/03 by Ganqu Cui, Cui, Ganqu, Lifan Yuan +45 · 101 citations
    Computer Science · #Reinforcement Learning in Robotics
  9. The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models
    2025/05/28 by Ganqu Cui, Cui, Ganqu, Yuchen Zhang +31 · 163 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
  10. Random Feature Attention
    2021/03/03 by Hao Peng, Peng, Hao, Nikolaos Pappas +9 · 35 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  11. A Convolutional Attention Network for Extreme Summarization of Source Code
    2016/02/09 by Miltiadis Allamanis, Allamanis, Miltiadis, Hao Peng +3 · 23 citations
    Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Topic Modeling
  12. Specializing Smaller Language Models towards Multi-Step Reasoning
    2023/01/30 by Yao Fu, Fu, Yao, Hao Peng +7 · 28 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
  13. LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
    2024/12/19 by Yushi Bai, Shangqing Tu, Bai, Yushi +21 · 53 citations
    Computer Science · #Topic Modeling #Semantic Web and Ontologies
  14. A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT
    2023/02/18 by Ce Zhou, Qian Li, Zhou, Ce +35 · 26 citations
    Computer Science · Business, Management and Accounting · Social Sciences · #Topic Modeling #FinTech, Crowdfunding, Digital Finance #Artificial Intelligence in Law
  15. Retrieval Head Mechanistically Explains Long-Context Factuality
    2024/04/24 by Wenhao Wu, Wu, Wenhao, Yizhong Wang +7 · 33 citations
    Computer Science · Neuroscience · #Topic Modeling #Memory Processes and Influences
  16. SciCode: A Research Coding Benchmark Curated by Scientists
    2024/07/18 by Minyang Tian, Tian, Minyang, Gao, Luyu +54 · 33 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Research Data Management Practices #Scientific Computing and Data Management
  17. Advancing LLM Reasoning Generalists with Preference Trees
    2024/04/02 by Lifan Yuan, Ganqu Cui, Yuan, Lifan +26 · 28 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 #Rough Sets and Fuzzy Logic #Semantic Web and Ontologies
  18. Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback
    2023/05/17 by Yao Fu, Hao Peng, Fu, Yao +5 · 20 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  19. CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets
    2023/09/29 by Lifan Yuan, Yangyi Chen, Yuan, Lifan +9 · 19 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  20. A Comprehensive Survey on Automatic Knowledge Graph Construction
    2023/02/10 by Lingfeng Zhong, Zhong, Lingfeng, Jia Wu +7 · 2 voices · 12 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling #cs.IR
  21. The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning
    2025/05/21 by Shivam Agarwal, Zimin Zhang, Z. Zhang +8 · 1 voice · 54 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Software Reliability and Analysis Research #cs.AI #cs.LG
  22. Free Process Rewards without Process Labels
    2024/12/02 by Lifan Yuan, Wendi Li, Yuan, Lifan +15 · 32 citations
    Social Sciences · Medicine · #Law and Political Science #Digitalization, Law, and Regulation #Medical and Health Sciences Research
  23. BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs
    2022/06/21 by Kay Liu, Liu, Kay, Yingtong Dou +27 · 12 citations
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  24. A Comprehensive Survey on Automatic Knowledge Graph Construction
    2023/09/05 by Lingfeng Zhong, Jia Wu, Qian Li +2 · 12 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Topic Modeling #Data Quality and Management
  25. Data Engineering for Scaling Language Models to 128K Context
    2024/02/15 by Yao Fu, Fu, Yao, Rameswar Panda +11 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Network Packet Processing and Optimization #Parallel Computing and Optimization Techniques
  26. RobotGPT: Robot Manipulation Learning from ChatGPT
    2023/12/03 by Yixiang Jin, Jin, Yixiang, Dingzhe Li +13 · 11 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI)
  27. Sequential Recommendation via Stochastic Self-Attention
    2022/01/16 by Ziwei Fan, Fan, Ziwei, Zhiwei Liu +11 · 7 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Mental Health via Writing #Recommender Systems and Techniques
  28. ABC: Attention with Bounded-memory Control
    2021/10/06 by Hao Peng, Peng, Hao, Jungo Kasai +13 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Topic Modeling
  29. Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent
    2024/02/21 by Xiaoyan Yu, Yu, Xiaoyan, Tongxu Luo +11 · 10 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Human Motion and Animation #Topic Modeling
  30. Contextualized Perturbation for Textual Adversarial Attack
    2020/09/16 by Dianqi Li, Li, Dianqi, Yizhe Zhang +11 · 5 citations
    Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  31. MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction
    2022/11/14 by Xiaozhi Wang, Wang, Xiaozhi, Yulin Chen +21 · 6 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  32. M&M VTO: Multi-Garment Virtual Try-On and Editing
    2024/06/06 by Luyang Zhu, Yingwei Li, Zhu, Luyang +9 · 11 citations
    Engineering · #Additive Manufacturing and 3D Printing Technologies #Manufacturing Process and Optimization
  33. Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs
    2021/04/06 by Li Sun, Sun, Li, Zhongbao Zhang +11 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Machine Learning in Healthcare
  34. Language Models Hallucinate, but May Excel at Fact Verification
    2023/10/23 by Jian Guan, Guan, Jian, Jesse Dodge +7 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  35. TLA: Tactile-Language-Action Model for Contact-Rich Manipulation
    2025/03/11 by Hao Peng, Chaofan Zhang, Hao, Peng +10 · 14 citations
    Engineering · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Tactile and Sensory Interactions #Teleoperation and Haptic Systems
  36. SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism
    2021/01/20 by Qingyun Sun, Jianxin Li, Sun, Qingyun +11 · 4 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Topic Modeling
  37. Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems
    2025/02/26 by Hao Peng, Yunjia Qi, Peng, Hao +11 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
  38. AMD: Autoregressive Motion Diffusion
    2023/05/16 by Bo Han, Hao Peng, Han, Bo +9 · 5 citations
    Engineering · Computer Science · #Human Motion and Animation #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis
  39. Graph Structure Learning with Variational Information Bottleneck
    2021/12/16 by Qingyun Sun, Jianxin Li, Sun, Qingyun +11 · 4 citations
    Computer Science · #Advanced Graph Neural Networks
  40. KoLA: Carefully Benchmarking World Knowledge of Large Language Models
    2023/06/15 by Jifan Yu, Xiaozhi Wang, Yu, Jifan +67 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  41. Chain-of-Thought Hub: A Continuous Effort to Measure Large Language Models' Reasoning Performance
    2023/05/26 by Yao Fu, Litu Ou, Fu, Yao +9 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  42. What Foundation Models can Bring for Robot Learning in Manipulation : A Survey
    2024/04/28 by Dingzhe Li, Li, Dingzhe, Yixiang Jin +21 · 6 citations
    Engineering · #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotics (cs.RO)
  43. The Best Instruction-Tuning Data are Those That Fit
    2025/02/06 by Dylan Zhang, Zhang, Dylan, Dai, Qirun +2 · 10 citations
    Social Sciences · Decision Sciences · #Online and Blended Learning #Educational Assessment and Improvement
  44. Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks
    2021/04/02 by Hao Peng, Jianxin Li, Peng, Hao +11 · 3 citations
    Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Advanced Text Analysis Techniques #Advanced Graph Neural Networks
  45. Context Length Alone Hurts LLM Performance Despite Perfect Retrieval
    2025/10/06 by Yufeng Du, Minyang Tian, Du, Yufeng +16 · 16 citations
    Computer Science · #Semantic Web and Ontologies #Algorithms and Data Compression #Natural Language Processing Techniques
  46. Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills
    2025/12/18 by Pengcheng Jiang, Jiang, Pengcheng, Jiacheng Lin +67 · 5 voices · 2 citations
    Computer Science · #AI-based Problem Solving and Planning #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #cs.AI #cs.CL
  47. ADELIE: Aligning Large Language Models on Information Extraction
    2024/05/08 by Yunjia Qi, Hao Peng, Qi, Yunjia +9 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  48. From f(x) and g(x) to f(g(x)): LLMs Learn New Skills in RL by Composing Old Ones
    2025/09/29 by Lifan Yuan, Weize Chen, Yuan, Lifan +17 · 2 voices · 9 citations
    #cs.AI #cs.CL
  49. Neural Embeddings of Scholarly Periodicals Reveal Complex Disciplinary Organizations
    2020/01/22 by Hao Peng, Peng, Hao, Qing Ke +7 · 3 citations
    Physics and Astronomy · Biochemistry, Genetics and Molecular Biology · Economics, Econometrics and Finance · #Complex Network Analysis Techniques #Bioinformatics and Genomic Networks #Complex Systems and Time Series Analysis
  50. VerIF: Verification Engineering for Reinforcement Learning in Instruction Following
    2025/06/11 by Hao Peng, Peng, Hao, Yunjia Qi +9 · 11 citations
    Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms
  51. Source-Aware Training Enables Knowledge Attribution in Language Models
    2024/04/01 by Muhammad Khalifa, Khalifa, Muhammad, David Wadden +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  52. SeBot: Structural Entropy Guided Multi-View Contrastive Learning for Social Bot Detection
    2024/05/18 by Yingguang Yang, Yang, Yingguang, Q. Wu +11 · 5 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Social and Information Networks (cs.SI) #Spam and Phishing Detection
  53. Hierarchical and Incremental Structural Entropy Minimization for Unsupervised Social Event Detection
    2023/12/19 by Yuwei Cao, Cao, Yuwei, Hao Peng +5 · 4 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Social and Information Networks (cs.SI)
  54. EigenGP: Gaussian Process Models with Adaptive Eigenfunctions
    2014/01/02 by Hao Peng, Peng, Hao, Yuan Qi +1 · 2 citations
    Computer Science · Engineering · Physics and Astronomy · #Control Systems and Identification #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks
  55. Heterogeneous Similarity Graph Neural Network on Electronic Health Records
    2021/01/17 by Zheng Liu, Xiaohan Li, Liu, Zheng +7 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
  56. SOLO: A Single Transformer for Scalable Vision-Language Modeling
    2024/07/08 by Yangyi Chen, Xingyao Wang, Chen, Yangyi +5 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  57. OpenEP: Open-Ended Future Event Prediction
    2024/08/13 by Yong Guan, Guan, Yong, Hao Peng +7 · 4 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software System Performance and Reliability
  58. Tailor: Generating and Perturbing Text with Semantic Controls
    2021/07/15 by Alexis Ross, Ross, Alexis, Tongshuang Wu +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  59. Multi-task Item-attribute Graph Pre-training for Strict Cold-start Item Recommendation
    2023/06/26 by Yuwei Cao, Cao, Yuwei, Liangwei Yang +11 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
  60. PH-Net: Parallelepiped Microstructure Homogenization via 3D Convolutional Neural Networks
    2022/01/18 by Hao Peng, An Liu, Peng, Hao +9 · 2 citations
    Engineering · Materials Science · #Composite Material Mechanics #FOS: Computer and information sciences #FOS: Physical sciences #Graphics (cs.GR) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Topology Optimization in Engineering
  61. MAVEN-Fact: A Large-scale Event Factuality Detection Dataset
    2024/07/22 by Chunyang Li, Li, Chunyang, Hao Peng +11 · 4 citations
    Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Big Data Technologies and Applications #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences
  62. RiemannGFM: Learning a Graph Foundation Model from Riemannian Geometry
    2025/02/05 by Li Sun, Zhenhao Huang, Sun, Li +8 · 6 citations
    Computer Science · Earth and Planetary Sciences · #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Geological Modeling and Analysis #Graph Theory and Algorithms #Machine Learning (cs.LG)
  63. AGENTIF: Benchmarking Instruction Following of Large Language Models in Agentic Scenarios
    2025/05/22 by Yunjia Qi, Qi, Yunjia, Hao Peng +12 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  64. Unsupervised Social Bot Detection via Structural Information Theory
    2024/08/19 by Hao Peng, Jingyun Zhang, Xiang Huang +4 · 4 citations
  65. Motif-aware Riemannian Graph Neural Network with Generative-Contrastive Learning
    2024/01/02 by Li Sun, Sun, Li, Zhenhao Huang +9 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
  66. LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering
    2024/05/20 by Li Sun, Sun, Li, Zhenhao Huang +9 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Neural Networks and Applications
  67. Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks
    2019/06/09 by Hao Peng, Jianxin Li, Peng, Hao +11 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Topic Modeling
  68. SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings
    2025/02/18 by Weikai Lu, Hao Peng, Lu, Weikai +7 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  69. Rational Recurrences
    2018/08/28 by Hao Peng, Roy Schwartz, Peng, Hao +5 · 1 citation
    Computer Science · #Topic Modeling #Machine Learning and Algorithms #Natural Language Processing Techniques
  70. OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding
    2023/09/25 by Hao Peng, Xiaozhi Wang, Peng, Hao +13 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  71. Hierarchical Decision Making Based on Structural Information Principles
    2024/04/15 by Xianghua Zeng, Zeng, Xianghua, Hao Peng +5 · 2 citations
    Computer Science · #Reinforcement Learning in Robotics #Software Engineering Research #Statistical and Computational Modeling
  72. Pre-training Distillation for Large Language Models: A Design Space Exploration
    2024/10/21 by Hao Peng, Peng, Hao, Xin Lv +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  73. Poincaré Differential Privacy for Hierarchy-Aware Graph Embedding
    2023/12/19 by Yuecen Wei, Wei, Yuecen, Haonan Yuan +11 · 2 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Topological and Geometric Data Analysis
  74. Learning from Context or Names? An Empirical Study on Neural Relation Extraction
    2020/10/05 by Hao Peng, Peng, Hao, Tianyu Gao +13 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  75. Digital Twin: Acquiring High-Fidelity 3D Avatar from a Single Image
    2019/12/07 by Ruizhe Wang, Wang, Ruizhe, Chih-Fan Chen +9 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  76. A Mixture of h-1 Heads is Better than h Heads
    2020/05/13 by Hao Peng, Roy Schwartz, Peng, Hao +5 · 1 citation
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  77. Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization
    2023/11/18 by Haonan Yuan, Qingyun Sun, Yuan, Haonan +11 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
  78. Author Mentions in Science News Reveal Widespread Disparities Across Name-inferred Ethnicities
    2020/09/03 by Hao Peng, Misha Teplitskiy, Peng, Hao +3 · 1 citation
    Computer Science · Social Sciences · #Authorship Attribution and Profiling #Computers and Society (cs.CY) #FOS: Computer and information sciences #Names, Identity, and Discrimination Research
  79. Relational Prompt-based Pre-trained Language Models for Social Event Detection
    2024/04/12 by Pu Li, Xiaoyan Yu, Li, Pu +13 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Social and Information Networks (cs.SI)
  80. Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation
    2020/11/02 by Zhongfen Deng, Hao Peng, Deng, Zhongfen +9 · 1 citation
    Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Expert finding and Q&A systems
  81. Constraint Back-translation Improves Complex Instruction Following of Large Language Models
    2024/10/31 by Yunjia Qi, Hao Peng, Qi, Yunjia +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  82. Reinforced Neighborhood Selection Guided Multi-Relational Graph Neural Networks
    2021/04/16 by Hao Peng, Peng, Hao, Ruitong Zhang +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Social and Information Networks (cs.SI)
  83. Higher-order percolation in simplicial complexes
    2022/02/01 by Dandan Zhao, Runchao Li, Hao Peng +2 · 1 citation
  84. More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction
    2020/04/07 by Xu Han, Tianyu Gao, Han, Xu +17 · 3 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
  85. PLUM: Improving Code LMs with Execution-Guided On-Policy Preference Learning Driven By Synthetic Test Cases
    2024/06/11 by Dylan Zhang, Shizhe Diao, Zhang, Dylan +5 · 2 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 #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
  86. Multiplex Graph Networks for Multimodal Brain Network Analysis
    2021/07/31 by Zhaoming Kong, Kong, Zhaoming, Lichao Sun +9 · 1 citation
    Neuroscience · Medicine · Mathematics · #Functional Brain Connectivity Studies #Advanced Neuroimaging Techniques and Applications #Tensor decomposition and applications
  87. Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks
    2021/04/16 by Jianxin Li, Li, Jianxin, Hao Peng +11 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Topic Modeling
  88. TRAM: Bridging Trust Regions and Sharpness Aware Minimization
    2023/10/05 by Tom Sherborne, Sherborne, Tom, Naomi Saphra +5 · 1 voice · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
  89. The Gender Gap in Scholarly Self-Promotion on Social Media
    2022/06/10 by Hao Peng, Peng, Hao, Misha Teplitskiy +5 · 1 citation
    Social Sciences · Decision Sciences · #Social Media in Health Education #Digital Marketing and Social Media #scientometrics and bibliometrics research
  90. Effective and Stable Role-Based Multi-Agent Collaboration by Structural Information Principles
    2023/04/03 by Xianghua Zeng, Zeng, Xianghua, Hao Peng +3 · 2 citations
    Computer Science · Social Sciences · #Reinforcement Learning in Robotics #Digital Games and Media
  91. Deep reinforcement learning guided graph neural networks for brain network analysis
    2022/03/18 by Xusheng Zhao, Jia Wu, Zhao, Xusheng +21 · 1 citation
    Neuroscience · Computer Science · #Functional Brain Connectivity Studies #EEG and Brain-Computer Interfaces #Advanced Graph Neural Networks
  92. Spiking Graph Neural Network on Riemannian Manifolds
    2024/10/23 by Li Sun, Zhenhao Huang, Sun, Li +6 · 3 citations
    Computer Science · Neuroscience · #Neural Networks and Applications #Topological and Geometric Data Analysis #Neural dynamics and brain function
  93. Heterogeneous Graph Neural Network for Privacy-Preserving Recommendation
    2022/10/02 by Yuecen Wei, Wei, Yuecen, Xingcheng Fu +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
  94. Transparency Helps Reveal When Language Models Learn Meaning
    2022/10/14 by Zhaofeng Wu, Wu, Zhaofeng, William Merrill +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
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    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
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    Computer Science · Health Professions · #Advanced Graph Neural Networks #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG)
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    Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI)
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    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
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    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #I.2.7 #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics
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    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
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    Computer Science · Materials Science · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Computational Drug Discovery Methods
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    Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
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    Medicine · #Advanced Neuroimaging Techniques and Applications #MRI in cancer diagnosis #Advanced MRI Techniques and Applications
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    Engineering · Physics and Astronomy · #3D Shape Modeling and Analysis #FOS: Computer and information sciences #Heat Transfer and Optimization #Machine Learning (cs.LG) #Model Reduction and Neural Networks
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    Computer Science · #Advanced Data Compression Techniques #Image and Signal Denoising Methods
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    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
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    Medicine · Physics and Astronomy · #Radiation Therapy and Dosimetry #Advanced Radiotherapy Techniques #Radiation Detection and Scintillator Technologies
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    #cs.IR #cs.AI
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    #cs.SI
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    Computer Science · #cs.AI
  112. A three-stage cascaded RF excitation system for compact slab CO2 lasers
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    Chemistry · Engineering · #Laser Design and Applications #Solid State Laser Technologies #Spectroscopy and Laser Applications
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    Computer Science · #cs.CV
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    Computer Science · #cs.AI