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Ce Zhang

  1. FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU
    2023/03/13 by Ying Sheng, Sheng, Ying, Lianmin Zheng +25 · 2 voices · 86 citations
    Computer Science · Engineering · Materials Science · #Ferroelectric and Negative Capacitance Devices #Machine Learning in Materials Science #Topic Modeling #cs.AI #cs.LG #cs.PF
  2. TiDAR: Think in Diffusion, Talk in Autoregression
    2025/11/12 by Jingyu Liu, Xin Dong, Liu, Jingyu +15 · 8 voices · 5 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Natural Language Processing Techniques #Generative Adversarial Networks and Image Synthesis
  3. Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent
    2017/05/25 by Xiangru Lian, Lian, Xiangru, Ce Zhang +9 · 48 citations
    Computer Science · #Stochastic Gradient Optimization Techniques #Distributed Control Multi-Agent Systems #Age of Information Optimization
  4. Mixture-of-Agents Enhances Large Language Model Capabilities
    2024/06/07 by Junlin Wang, Wang, Junlin, Jue Wang +7 · 92 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  5. Towards Efficient Data Valuation Based on the Shapley Value
    2019/02/27 by Ruoxi Jia, David Dao, Jia, Ruoxi +17 · 37 citations
    Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Blockchain Technology Applications and Security #FOS: Computer and information sciences #Game Theory and Voting Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. Decentralized Training of Foundation Models in Heterogeneous Environments
    2022/06/02 by Binhang Yuan, Yongjun He, Yuan, Binhang +16 · 1 voice · 11 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC) #cs.DC #cs.LG
  7. Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting
    2021/03/13 by Defu Cao, Cao, Defu, Yujing Wang +19 · 29 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
  8. D2: Decentralized Training over Decentralized Data
    2018/03/19 by Hanlin Tang, Xiangru Lian, Tang, Hanlin +7 · 26 citations
    Computer Science · #Stochastic Gradient Optimization Techniques #Privacy-Preserving Technologies in Data #Complexity and Algorithms in Graphs
  9. RedPajama: an Open Dataset for Training Large Language Models
    2024/11/19 by Maurice Weber, Daniel Fu, Weber, Maurice +34 · 60 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  10. UNetFormer: A UNet-like transformer for efficient semantic segmentation of remote sensing urban scene imagery
    2022/06/24 by Libo Wang, Rui Li, Ce Zhang +4 · 25 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Remote-Sensing Image Classification #Video Surveillance and Tracking Methods
  11. A Principled Approach to Data Valuation for Federated Learning
    2020/09/14 by Tianhao Wang, Wang, Tianhao, Johannes Rausch +7 · 17 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
  12. Asynchronous Decentralized Parallel Stochastic Gradient Descent
    2017/10/18 by Xiangru Lian, Wei Zhang, Lian, Xiangru +5 · 16 citations
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Privacy-Preserving Technologies in Data #Sparse and Compressive Sensing Techniques
  13. AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos?
    2023/07/31 by Qi Zhao, Zhao, Qi, Shijie Wang +12 · 13 citations
    Computer Science · Psychology · #Action Observation and Synchronization #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human Pose and Action Recognition
  14. Taming the Wild: A Unified Analysis of Hogwild!-Style Algorithms
    2015/06/22 by Christopher De, Ce Zhang, De Sa, Christopher +5 · 5 citations
    Computer Science · #Artificial Intelligence in Games #Constraint Satisfaction and Optimization #Data Management and Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
  15. DataPerf: Benchmarks for Data-Centric AI Development
    2022/07/20 by Mark Mazumder, Colby Banbury, Mazumder, Mark +78 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  16. Mechanistic Design and Scaling of Hybrid Architectures
    2024/03/26 by Michael Poli, Poli, Michael, Armin W. Thomas +21 · 10 citations
    Engineering · #Architecture and Computational Design
  17. Mitigating Catastrophic Forgetting in Language Transfer via Model Merging
    2024/07/11 by Anton Alexandrov, Veselin Raychev, Alexandrov, Anton +9 · 10 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  18. Fine-tuning Language Models over Slow Networks using Activation Compression with Guarantees
    2022/06/02 by Jue Wang, Binhang Yuan, Wang, Jue +13 · 4 citations
    Computer Science · #Stochastic Gradient Optimization Techniques #Machine Learning and ELM #Advanced Neural Network Applications
  19. LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis
    2021/08/14 by Fan Wu, Yunhui Long, Wu, Fan +5 · 3 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Advanced Graph Neural Networks
  20. MotionTrack: End-to-End Transformer-based Multi-Object Tracing with LiDAR-Camera Fusion
    2023/06/29 by Ce Zhang, Chengjie Zhang, Zhang, Ce +7 · 4 citations
    Computer Science · Environmental Science · #Advanced Neural Network Applications #Air Quality Monitoring and Forecasting #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  21. Persia: An Open, Hybrid System Scaling Deep Learning-based Recommenders up to 100 Trillion Parameters
    2021/11/10 by Xiangru Lian, Binhang Yuan, Lian, Xiangru +51 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Parallel #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
  22. Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions
    2023/10/28 by Stefano Massaroli, Massaroli, Stefano, Michael Poli +23 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Topic Modeling #electronic engineering #information engineering
  23. Ease.ml: Towards Multi-tenant Resource Sharing for Machine Learning Workloads
    2017/08/24 by Tian Li, Li, Tian, Jie Zhong +7 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  24. Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models
    2025/02/10 by Ce Zhang, Zifu Wan, Zhang, Ce +17 · 8 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Fractal and DNA sequence analysis #Topological and Geometric Data Analysis
  25. ZuCo 2.0: A Dataset of Physiological Recordings During Natural Reading and Annotation
    2019/12/02 by Nora Hollenstein, Marius Troendle, Hollenstein, Nora +5 · 2 citations
    Computer Science · Medicine · #Text Readability and Simplification #Phonocardiography and Auscultation Techniques #Topic Modeling
  26. Improving Certified Robustness via Statistical Learning with Logical Reasoning
    2020/02/28 by Zhuolin Yang, Zhikuan Zhao, Yang, Zhuolin +19 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms #Anomaly Detection Techniques and Applications
  27. Caffe con Troll: Shallow Ideas to Speed Up Deep Learning
    2015/04/16 by Stefan Hadjis, Firas Abuzaid, Hadjis, Stefan +5 · 2 citations
    Computer Science · #Video Analysis and Summarization #Generative Adversarial Networks and Image Synthesis
  28. TRS: Transferability Reduced Ensemble via Encouraging Gradient Diversity and Model Smoothness
    2021/04/01 by Zhuolin Yang, Linyi Li, Yang, Zhuolin +14 · 3 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Bacillus and Francisella bacterial research #Anomaly Detection Techniques and Applications
  29. A Data Quality-Driven View of MLOps
    2021/02/15 by Cédric Renggli, Luka Rimanić, Renggli, Cedric +9 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  30. Unsupervised Prototype Adapter for Vision-Language Models
    2023/08/22 by Yi Zhang, Zhang, Yi, Ce Zhang +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  31. Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training
    2025/08/01 by Tianqing Fang, Zhisong Zhang, Fang, Tianqing +28 · 16 citations
    Computer Science · Medicine · #Topic Modeling #Multimodal Machine Learning Applications #Artificial Intelligence in Healthcare and Education
  32. Neuroinvasion of SARS-CoV-2 in human and mouse brain
    2020/12/11 by Eric Song, Ce Zhang, Benjamin Israelow +36 · 1 voice · 3 citations
    Medicine · #COVID-19 Clinical Research Studies #Long-Term Effects of COVID-19 #SARS-CoV-2 and COVID-19 Research
  33. DSG: An End-to-End Document Structure Generator
    2023/10/13 by Johannes Rausch, Gentiana Rashiti, Rausch, Johannes +7 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques
  34. Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation
    2023/03/02 by Yushun Tang, Ce Zhang, Tang, Yushun +13 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and ELM
  35. Scalability vs. Utility: Do We Have to Sacrifice One for the Other in Data Importance Quantification?
    2019/11/17 by Ruoxi Jia, Fan Wu, Jia, Ruoxi +15 · 1 citation
    Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  36. HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation
    2024/03/18 by Ce Zhang, Zhang, Ce, Simon Stepputtis +7 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Artificial Intelligence in Games
  37. FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data
    2020/07/29 by Yuexiang Xie, Zhen Wang, Xie, Yuexiang +15 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
  38. Cross-Modal Concept Learning and Inference for Vision-Language Models
    2023/07/28 by Yi Zhang, Ce Zhang, Zhang, Yi +5 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  39. TSS: Transformation-Specific Smoothing for Robustness Certification
    2020/02/27 by Linyi Li, Li, Linyi, Maurice Weber +13 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research
  40. Evolving Attention with Residual Convolutions
    2021/02/20 by Yujing Wang, Wang, Yujing, Yaming Yang +15 · 2 citations
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  41. Which Model to Transfer? Finding the Needle in the Growing Haystack
    2020/10/13 by Cédric Renggli, Renggli, Cedric, André Susano Pinto +11 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
  42. OAM-TCD: A globally diverse dataset of high-resolution tree cover maps
    2024/06/01 by Josh Veitch-Michaelis, Andrew Cottam, Veitch-Michaelis, Josh +13 · 2 citations
    Environmental Science · Earth and Planetary Sciences · #Remote Sensing in Agriculture #Cryospheric studies and observations #Remote Sensing and LiDAR Applications
  43. Tackling the Overestimation of Forest Carbon with Deep Learning and Aerial Imagery
    2021/07/23 by Gyri Reiersen, Reiersen, Gyri, David Dao +9 · 1 citation
    Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #Conservation, Biodiversity, and Resource Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture
  44. Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale
    2022/01/18 by Yang Li, Yu Shen, Li, Yang +13 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Industrial Vision Systems and Defect Detection #Neural Networks and Applications
  45. Modelling graph dynamics in fraud detection with "Attention"
    2022/04/22 by Susie Xi Rao, Rao, Susie Xi, Clémence Lanfranchi +17 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Sentiment Analysis and Opinion Mining
  46. SalienDet: A Saliency-based Feature Enhancement Algorithm for Object Detection for Autonomous Driving
    2023/05/11 by Ning Ding, Ce Zhang, Ding, Ning +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Visual Attention and Saliency Detection
  47. SiLVR: A Simple Language-based Video Reasoning Framework
    2025/05/30 by Ce Zhang, Zhang, Ce, Yan-Bo Lin +7 · 4 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
  48. Functional microfluidics: theory, microfabrication, and applications
    2024/02/22 by Mingzhu Xie, Ziheng Zhan, Yinfeng Li +4 · 1 voice · 2 citations
    Engineering · #3D Printing in Biomedical Research #Microfluidic and Capillary Electrophoresis Applications #Additive Manufacturing and 3D Printing Technologies
  49. HAMburger: Accelerating LLM Inference via Token Smashing
    2025/05/26 by Jing-Yu Liu, Ce Zhang, Liu, Jingyu +1 · 1 citation
    Computer Science · #Natural Language Processing Techniques
  50. Observer Dependent Lossy Image Compression
    2019/10/08 by Maurice Weber, Cédric Renggli, Weber, Maurice +5 · 1 citation
    Computer Science · #Advanced Data Compression Techniques #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  51. Improving Model Alignment Through Collective Intelligence of Open-Source LLMS
    2025/05/05 by Junlin Wang, Roy Xie, Wang, Junlin +15 · 2 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Service-Oriented Architecture and Web Services
  52. LENS: Adaptive Spatio-Temporal Zooming for Keyframe Sampling in Long-Form Videos
    2026/07/27 by Ce Zhang, Jinxi He, Katia Sycara +1
    #cs.CV
  53. Searching Videos as Trees: Self-Correcting Agents for Grounded Long Video QA
    2026/07/17 by Ce Zhang, Ziyang Wang, Yulu Pan +6
    #cs.CV
  54. Progress Reward Modeling for Robotic Learning: A Comprehensive Survey
    2026/07/22 by Jianshu Zhang, Keliang Wu, Haoran Lu +8
    #cs.RO #cs.CL