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Zhu, Chen

  1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1347 citations
    #cs.CL #cs.AI
  2. A Survey on Large Language Models for Recommendation
    2023/05/31 by Likang Wu, Wu, Likang, Zhi Zheng +21 · 95 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  3. The Intrinsic Dimension of Images and Its Impact on Learning
    2021/04/18 by Phillip B. Pope, Chen Zhu, Pope, Phillip +7 · 35 citations
    Computer Science · Engineering · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.6 #I.5.1 #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  4. Modifying Memories in Transformer Models
    2020/12/01 by Zhu, Chen, Rawat, Ankit Singh, Zaheer, Manzil +4 · 17 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. A Field Guide to Federated Optimization
    2021/07/14 by Jianyu Wang, Wang, Jianyu, Zachary Charles +103 · 15 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  6. AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning
    2025/05/30 by Fu Wei, Jiaxuan Gao, Fu, Wei +21 · 67 citations
    Computer Science · #Natural Language Processing Techniques #Fuzzy Logic and Control Systems #Speech and dialogue systems
  7. KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph
    2024/02/17 by Jinhao Jiang, Jiang, Jinhao, Kun Zhou +11 · 21 citations
    Computer Science · #AI-based Problem Solving and Planning
  8. Tensor Programs VI: Feature Learning in Infinite-Depth Neural Networks
    2023/10/03 by Yang, Greg, Yu, Dingli, Zhu, Chen +1 · 17 citations
    #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Neural and Evolutionary Computing (cs.NE) #Probability (math.PR)
  9. FreeLB: Enhanced Adversarial Training for Natural Language Understanding
    2019/09/25 by Zhu, Chen, Cheng, Yu, Gan, Zhe +3 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Retrieval meets Long Context Large Language Models
    2023/10/04 by Xu, Peng, Ping, Wei, Wu, Xianchao +7 · 14 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  11. Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following
    2024/10/21 by Yun He, He, Yun, Di Jin +35 · 21 citations
    Computer Science · #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
  12. ODIN: Disentangled Reward Mitigates Hacking in RLHF
    2024/02/11 by Chen, Lichang, Zhu, Chen, Soselia, Davit +6 · 15 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Robust Optimization as Data Augmentation for Large-scale Graphs
    2020/10/19 by Kezhi Kong, Guohao Li, Kong, Kezhi +13 · 8 citations
    Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Functional Brain Connectivity Studies #Complex Network Analysis Techniques
  14. On the Exploitability of Instruction Tuning
    2023/06/28 by Shu, Manli, Wang, Jiongxiao, Zhu, Chen +3 · 12 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Gemini: A Family of Highly Capable Multimodal Models
    2023/12/19 by Gemini Team, Rohan Anil, Sebastian Borgeaud +2682 · 9 voices
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
  16. Nemotron-4 340B Technical Report
    2024/06/17 by Nvidia, :, Adler, Bo +80 · 16 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Nemotron-4 15B Technical Report
    2024/02/26 by Jupinder Parmar, Parmar, Jupinder, Shrimai Prabhumoye +51 · 1 voice · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
  18. Certified Defenses for Adversarial Patches
    2020/03/14 by Chiang, Ping-Yeh, Ni, Renkun, Abdelkader, Ahmed +3 · 5 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  19. Large-Scale Adversarial Training for Vision-and-Language Representation Learning
    2020/06/11 by Gan, Zhe, Chen, Yen-Chun, Li, Linjie +3 · 5 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. How Many Demonstrations Do You Need for In-context Learning?
    2023/03/14 by Jiuhai Chen, Lichang Chen, Chen, Jiuhai +5 · 7 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
  21. Compressing Neural Networks using the Variational Information Bottleneck
    2018/02/28 by Bin Dai, Chen Zhu, Dai, Bin +3 · 4 citations
    Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks
  22. Long-Short Transformer: Efficient Transformers for Language and Vision
    2021/07/05 by Chen Zhu, Zhu, Chen, Wei Ping +11 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  23. Transferable Clean-Label Poisoning Attacks on Deep Neural Nets
    2019/05/15 by Zhu, Chen, Huang, W. Ronny, Shafahi, Ali +4 · 4 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  24. Adversarially robust transfer learning
    2019/05/20 by Shafahi, Ali, Saadatpanah, Parsa, Zhu, Chen +4 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  25. Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment
    2025/01/16 by Chaoqi Wang, Wang, Chaoqi, Zhuokai Zhao +19 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  26. The Perfect Blend: Redefining RLHF with Mixture of Judges
    2024/09/30 by Tengyu Xu, Xu, Tengyu, Eryk Helenowski +37 · 2 voices · 5 citations
    #cs.LG #cs.AI #cs.CL
  27. LlamaRL: A Distributed Asynchronous Reinforcement Learning Framework for Efficient Large-scale LLM Training
    2025/05/29 by Wu, Bo, Wang, Sid, Tang, Yunhao +11 · 15 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  28. Multi-Grained Multimodal Interaction Network for Entity Linking
    2023/07/19 by Luo, Pengfei, Xu, Tong, Wu, Shiwei +3 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  29. Fine-grained Video Categorization with Redundancy Reduction Attention
    2018/10/26 by Chen Zhu, Xiao Tan, Zhu, Chen +11 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  30. Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization
    2025/01/29 by Zishun Yu, Yu, Zishun, Tengyu Xu +20 · 7 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
  31. GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training
    2021/02/16 by Zhu, Chen, Ni, Renkun, Xu, Zheng +3 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  32. VMBench: A Benchmark for Perception-Aligned Video Motion Generation
    2025/03/13 by Ling, Xinran, Zhu, Chen, Wu, Meiqi +7 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  33. Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations
    2022/01/31 by Amin Ghiasi, Ghiasi, Amin, Hamid Kazemi +9 · 2 citations
    Computer Science · Earth and Planetary Sciences · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Seismic Imaging and Inversion Techniques
  34. Mixture of In-Context Experts Enhance LLMs' Long Context Awareness
    2024/06/28 by Hongzhan Lin, Lin, Hongzhan, Ang Lv +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Recommender Systems and Techniques #Semantic Web and Ontologies
  35. Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors
    2022/05/20 by Ravid Shwartz-Ziv, Shwartz-Ziv, Ravid, Micah Goldblum +11 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Gaussian Processes and Bayesian Inference #Adversarial Robustness in Machine Learning
  36. Learning Visual Knowledge Memory Networks for Visual Question Answering
    2018/06/13 by Su, Zhou, Zhu, Chen, Dong, Yinpeng +3 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback
    2025/01/18 by Yen-Ting Lin, Lin, Yen-Ting, Di Jin +24 · 4 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Manufacturing Process and Optimization
  38. Learning from Noisy Anchors for One-stage Object Detection
    2019/12/11 by Li, Hengduo, Wu, Zuxuan, Zhu, Chen +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. T2A-Feedback: Improving Basic Capabilities of Text-to-Audio Generation via Fine-grained AI Feedback
    2025/05/15 by Wang, Zehan, Lei, Ke, Zhu, Chen +8 · 3 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  40. Implicit-explicit Integrated Representations for Multi-view Video Compression
    2023/11/29 by Chen Zhu, Zhu, Chen, Linchen Guo +7 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Video Coding and Compression Technologies
  41. Structured Attentions for Visual Question Answering
    2017/08/07 by Chen Zhu, Yanpeng Zhao, Zhu, Chen +7 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  42. Are Adversarial Examples Created Equal? A Learnable Weighted Minimax Risk for Robustness under Non-uniform Attacks
    2020/10/24 by Zeng, Huimin, Zhu, Chen, Goldstein, Tom +1 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  43. LiRank: Industrial Large Scale Ranking Models at LinkedIn
    2024/02/10 by Fedor Borisyuk, Borisyuk, Fedor, Mingzhou Zhou +65 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #H.3.3 #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Web Data Mining and Analysis
  44. VQ-GNN: A Universal Framework to Scale up Graph Neural Networks using Vector Quantization
    2021/10/27 by Mucong Ding, Kezhi Kong, Ding, Mucong +11 · 1 citation
    Computer Science · Neuroscience · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  45. Swarm Intelligence in Geo-Localization: A Multi-Agent Large Vision-Language Model Collaborative Framework
    2024/08/21 by Xiao Han, Han, Xiao, Chen Zhu +5 · 2 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies
  46. A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics
    2023/07/03 by Qin, Chuan, Zhang, Le, Cheng, Yihang +8 · 1 citation
    #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences
  47. Boosting LLM Reasoning via Spontaneous Self-Correction
    2025/06/07 by Xutong Zhao, Zhao, Xutong, Tengyu Xu +24 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  48. Stochastic Self-Guidance for Training-Free Enhancement of Diffusion Models
    2025/08/18 by Jianbo Zhu, Chen, Chubin, Zhu, Jiashu +14 · 7 citations
    Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Model Reduction and Neural Networks
  49. Preference Optimization with Multi-Sample Comparisons
    2024/10/16 by Chaoqi Wang, Wang, Chaoqi, Zhao, Zhuokai +18 · 1 citation
    Decision Sciences · #Multi-Criteria Decision Making
  50. Generative Organizational Behavior Simulation using Large Language Model based Autonomous Agents: A Holacracy Perspective
    2024/08/05 by Chen Zhu, Zhu, Chen, Yihang Cheng +8 · 1 citation
    Computer Science · #Multi-Agent Systems and Negotiation
  51. OPTune: Efficient Online Preference Tuning
    2024/06/11 by Li-chang Chen, Jiuhai Chen, Chen, Lichang +15 · 1 citation
    Computer Science · Social Sciences · #Algorithms and Data Compression #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia Communication and Technology
  52. Liquid Neural Networks: Next-Generation AI for Telecom from First Principles
    2025/04/03 by Fenghao Zhu, Zhu, Fenghao, Xinquan Wang +5 · 1 citation
    Engineering · #Advanced Research in Systems and Signal Processing #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering