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Gonzalez, Joseph E.

  1. Efficient Memory Management for Large Language Model Serving with PagedAttention
    2023/09/12 by Woosuk Kwon, Kwon, Woosuk, Zhuohan Li +15 · 4 voices · 1456 citations
    Computer Science · #Caching and Content Delivery #Software System Performance and Reliability #Topic Modeling #cs.DC #cs.LG
  2. Serverless Computing: One Step Forward, Two Steps Back
    2018/12/10 by Joseph M. Hellerstein, Hellerstein, Joseph M., Jose Faleiro +11 · 5 voices · 8 citations
    #cs.DC #cs.DB
  3. Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
    2023/06/09 by Lianmin Zheng, Wei-Lin Chiang, Zheng, Lianmin +24 · 4 voices · 1344 citations
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL
  4. Gorilla: Large Language Model Connected with Massive APIs
    2023/05/24 by Shishir G. Patil, Tianjun Zhang, Patil, Shishir G. +5 · 4 voices · 199 citations
    #cs.CL #cs.AI
  5. FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU
    2023/03/13 by Ying Sheng, Lianmin Zheng, Sheng, Ying +25 · 2 voices · 94 citations
    Computer Science · Engineering · Materials Science · #Ferroelectric and Negative Capacitance Devices #Machine Learning in Materials Science #Topic Modeling #cs.AI #cs.LG #cs.PF
  6. LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset
    2023/09/21 by Lianmin Zheng, Zheng, Lianmin, Wei-Lin Chiang +24 · 6 voices · 90 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  7. MemGPT: Towards LLMs as Operating Systems
    2023/10/12 by Charles Packer, Sarah Wooders, Packer, Charles +11 · 11 voices · 177 citations
    #cs.AI
  8. Why Do Multi-Agent LLM Systems Fail?
    2025/03/17 by Cemri, Mert, Pan, Melissa Z., Yang, Shuyi +10 · 9 voices · 124 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  9. SGLang: Efficient Execution of Structured Language Model Programs
    2023/12/12 by Lianmin Zheng, Zheng, Lianmin, Liangsheng Yin +21 · 1 voice · 254 citations
    Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.PL
  10. Cloud Programming Simplified: A Berkeley View on Serverless Computing
    2019/02/09 by Eric Jonas, Jonas, Eric, Johann Schleier-Smith +25 · 4 voices · 15 citations
    Computer Science · #FOS: Computer and information sciences #Operating Systems (cs.OS) #cs.OS
  11. Measuring Agents in Production
    2025/12/02 by Melissa Z. Pan, Pan, Melissa Z., Negar Arabzadeh +47 · 11 voices · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #cs.AI #cs.CY #cs.LG #cs.SE
  12. Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First
    2025/08/31 by Shu Liu, Liu, Shu, Soujanya Ponnapalli +28 · 11 voices · 8 citations
    Computer Science · #Big Data and Digital Economy #Semantic Web and Ontologies #Graph Theory and Algorithms
  13. S-LoRA: Serving Thousands of Concurrent LoRA Adapters
    2023/11/06 by Ying Sheng, Sheng, Ying, Shiyi Cao +21 · 2 voices · 21 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Topic Modeling #Advanced Neural Network Applications
  14. Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference
    2024/03/07 by Chiang, Wei-Lin, Zheng, Lianmin, Sheng, Ying +8 · 241 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  15. RAFT: Adapting Language Model to Domain Specific RAG
    2024/03/15 by Tianjun Zhang, Zhang, Tianjun, Shishir G. Patil +11 · 1 voice · 36 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  16. Tune: A Research Platform for Distributed Model Selection and Training
    2018/07/13 by Richard Liaw, Liaw, Richard, Eric Liang +9 · 44 citations
    Computer Science · #Data Stream Mining Techniques #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Parallel #and Cluster Computing (cs.DC)
  17. From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline
    2024/06/17 by Tianle Li, Li, Tianle, Wei-Lin Chiang +13 · 100 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Sleep-time Compute: Beyond Inference Scaling at Test-time
    2025/04/17 by Kevin Lin, Lin, Kevin, Charlie Snell +11 · 3 voices · 5 citations
    #cs.AI #cs.CL
  19. RouteLLM: Learning to Route LLMs with Preference Data
    2024/06/26 by Isaac Ong, Ong, Isaac, Amjad Almahairi +13 · 94 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
  20. Ansor: Generating High-Performance Tensor Programs for Deep Learning
    2020/06/11 by Lianmin Zheng, Zheng, Lianmin, Chengfan Jia +21 · 41 citations
    Computer Science · Mathematics · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Tensor decomposition and applications
  21. Model-Based Value Estimation for Efficient Model-Free Reinforcement Learning
    2018/02/28 by Vladimir Feinberg, Feinberg, Vladimir, Alvin Wan +9 · 44 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Traffic control and management #Autonomous Vehicle Technology and Safety
  22. The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks
    2025/02/12 by Alejandro Cuadron, Dacheng Li, Cuadron, Alejandro +30 · 2 voices · 39 citations
    Computer Science · Social Sciences · #Experimental Behavioral Economics Studies #cs.AI
  23. SkipNet: Learning Dynamic Routing in Convolutional Networks
    2017/11/26 by Wang, Xin, Yu, Fisher, Dou, Zi-Yi +2 · 21 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Clipper: A Low-Latency Online Prediction Serving System
    2016/12/09 by Daniel Crankshaw, Xin Wang, Crankshaw, Daniel +9 · 20 citations
    Computer Science · #Data Stream Mining Techniques #Caching and Content Delivery #Cloud Computing and Resource Management
  25. Towards Scalable Dataframe Systems
    2020/01/03 by Devin Petersohn, Stephen Macke, Petersohn, Devin +17 · 1 voice · 4 citations
    #cs.DB
  26. LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!
    2025/02/11 by Dacheng Li, Shiyi Cao, Li, Dacheng +21 · 2 voices · 38 citations
    Social Sciences · Economics, Econometrics and Finance · #cs.AI
  27. GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications
    2024/04/10 by Shishir G. Patil, Tianjun Zhang, Patil, Shishir G. +20 · 2 voices · 3 citations
    Computer Science · #Distributed and Parallel Computing Systems
  28. The Sky Above The Clouds
    2022/05/14 by Sarah Chasins, Chasins, Sarah, Alvin Cheung +32 · 2 voices
    Business, Management and Accounting · Engineering · Computer Science · #Digital Platforms and Economics #Green IT and Sustainability #Cloud Computing and Resource Management
  29. Frustratingly Simple Few-Shot Object Detection
    2020/03/16 by Xin Wang, Thomas E. Huang, Wang, Xin +7 · 13 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 #Multimodal Machine Learning Applications
  30. Rethinking Benchmark and Contamination for Language Models with Rephrased Samples
    2023/11/08 by Shuo Yang, Yang, Shuo, Wei-Lin Chiang +7 · 22 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Adversarial Robustness in Machine Learning
  31. The Missing Piece in Complex Analytics: Low Latency, Scalable Model\n Management and Serving with Velox
    2014/09/12 by Daniel Crankshaw, Peter Bailis, Crankshaw, Daniel +13 · 1 voice · 3 citations
    Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Advanced Database Systems and Queries #Data Quality and Management #Scientific Computing and Data Management #cs.DB
  32. Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays
    2022/10/13 by Paras Jain, Sam Kumar, Jain, Paras +9 · 1 voice · 4 citations
    Computer Science · #Cloud Computing and Resource Management #Peer-to-Peer Network Technologies #Caching and Content Delivery
  33. Diversify Your Vision Datasets with Automatic Diffusion-Based Augmentation
    2023/05/25 by Dunlap, Lisa, Umino, Alyssa, Zhang, Han +3 · 18 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Representing Long-Range Context for Graph Neural Networks with Global Attention
    2022/01/21 by Wu, Zhanghao, Jain, Paras, Wright, Matthew A. +3 · 14 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
    2024/06/06 by Ling Yang, Zhaochen Yu, Yang, Ling +13 · 20 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  36. Self-correcting LLM-controlled Diffusion Models
    2023/11/27 by Tsung-Han Wu, Long Lian, Wu, Tsung-Han +7 · 16 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis
  37. Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization
    2019/10/07 by Paras Jain, Ajay N. Jain, Jain, Paras +13 · 12 citations
    Computer Science · Mathematics · #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications
  38. How to Evaluate Reward Models for RLHF
    2024/10/18 by Evan Frick, Tianle Li, Frick, Evan +15 · 23 citations
    Decision Sciences · #Risk and Safety Analysis
  39. RLlib: Abstractions for Distributed Reinforcement Learning
    2017/12/26 by Eric Liang, Liang, Eric, Richard Liaw +15 · 1 voice · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Parallel #Reinforcement Learning in Robotics #and Cluster Computing (cs.DC) #cs.AI #cs.DC #cs.LG
  40. Neurotoxin: Durable Backdoors in Federated Learning
    2022/06/12 by Zhengming Zhang, Ashwinee Panda, Zhang, Zhengming +13 · 11 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  41. Accelerating Quadratic Optimization with Reinforcement Learning
    2021/07/22 by Jeffrey Ichnowski, Ichnowski, Jeffrey, Paras Jain +15 · 9 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
  42. Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning
    2022/01/28 by Lianmin Zheng, Zhuohan Li, Zheng, Lianmin +20 · 9 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #and Cluster Computing (cs.DC)
  43. AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving
    2023/02/22 by Zhuohan Li, Lianmin Zheng, Li, Zhuohan +19 · 11 citations
    Computer Science · #Age of Information Optimization #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
  44. S*: Test Time Scaling for Code Generation
    2025/02/20 by Li, Dacheng, Cao, Shiyi, Cao, Chengkun +6 · 26 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  45. MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs
    2024/11/18 by Shiyi Cao, Cao, Shiyi, Shu Liu +15 · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  46. FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions
    2020/04/12 by Alvin Wan, Xiaoliang Dai, Wan, Alvin +21 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  47. A Review of Single-Source Deep Unsupervised Visual Domain Adaptation
    2020/09/01 by Sicheng Zhao, Xiangyu Yue, Zhao, Sicheng +19 · 6 citations
    Computer Science · #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) #Multimodal Machine Learning Applications #Video Surveillance and Tracking Methods #electronic engineering #information engineering
  48. RLlib Flow: Distributed Reinforcement Learning is a Dataflow Problem
    2020/11/25 by Liang, Eric, Wu, Zhanghao, Luo, Michael +3 · 6 citations
    #C.4 #Distributed #FOS: Computer and information sciences #I.2.11 #I.2.6 #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  49. See, Say, and Segment: Teaching LMMs to Overcome False Premises
    2023/12/13 by Wu, Tsung-Han, Biamby, Giscard, Chan, David +5 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  50. WorldModelBench: Judging Video Generation Models As World Models
    2025/02/28 by Li, Dacheng, Fang, Yunhao, Chen, Yukang +10 · 19 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  51. GraphLab: A New Framework For Parallel Machine Learning
    2014/08/09 by Yucheng Low, Low, Yucheng, Joseph E. Gonzalez +9 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Distributed #Error Correcting Code Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  52. DISTFLASHATTN: Distributed Memory-efficient Attention for Long-context LLMs Training
    2023/10/05 by Li, Dacheng, Shao, Rulin, Xie, Anze +5 · 9 citations
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  53. TEMPERA: Test-Time Prompting via Reinforcement Learning
    2022/11/21 by Tianjun Zhang, Zhang, Tianjun, Xuezhi Wang +7 · 7 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  54. Text2SQL is Not Enough: Unifying AI and Databases with TAG
    2024/08/27 by Biswal, Asim, Patel, Liana, Jha, Siddarth +5 · 12 citations
    #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences
  55. ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training
    2021/04/29 by Jianfei Chen, Lianmin Zheng, Chen, Jianfei +11 · 5 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  56. Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark
    2024/07/18 by Wu, Tsung-Han, Biamby, Giscard, Quenum, Jerome +4 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  57. The Wisdom of Hindsight Makes Language Models Better Instruction Followers
    2023/02/10 by Tianjun Zhang, Fangchen Liu, Zhang, Tianjun +7 · 6 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification
  58. Describing Differences in Image Sets with Natural Language
    2023/12/05 by Lisa Dunlap, Dunlap, Lisa, Yuhui Zhang +13 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  59. NBDT: Neural-Backed Decision Trees
    2020/04/01 by Alvin Wan, Wan, Alvin, Lisa Dunlap +15 · 8 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural and Evolutionary Computing (cs.NE)
  60. Fairness in Serving Large Language Models
    2023/12/31 by Ying Sheng, Sheng, Ying, Shiyi Cao +13 · 7 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Performance (cs.PF)
  61. SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction
    2024/10/11 by Ling Yang, Zhaochen Yu, Yang, Ling +11 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  62. Post-Training Sparse Attention with Double Sparsity
    2024/08/11 by Shuo Yang, Ying Sheng, Yang, Shuo +7 · 10 citations
    Neuroscience · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG)
  63. Multitask Vision-Language Prompt Tuning
    2022/11/21 by Shen, Sheng, Yang, Shijia, Zhang, Tianjun +4 · 5 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  64. Autellix: An Efficient Serving Engine for LLM Agents as General Programs
    2025/02/19 by Michael Luo, Luo, Michael, Shi, Xiaoxiang +17 · 11 citations
    Computer Science · Engineering · #Mobile Agent-Based Network Management #Modular Robots and Swarm Intelligence #Advanced Manufacturing and Logistics Optimization
  65. ALOHa: A New Measure for Hallucination in Captioning Models
    2024/04/03 by Petryk, Suzanne, Chan, David M., Kachinthaya, Anish +4 · 7 citations
    #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)
  66. Decomposing Complex Queries for Tip-of-the-tongue Retrieval
    2023/05/24 by Kevin Lin, Lin, Kevin, Kyle Lo +5 · 2 voices · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #cs.CL #cs.IR
  67. BEV-Seg: Bird's Eye View Semantic Segmentation Using Geometry and Semantic Point Cloud
    2020/06/19 by Ng, Mong H., Radia, Kaahan, Chen, Jianfei +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  68. Using Language to Extend to Unseen Domains
    2022/10/18 by Lisa Dunlap, Dunlap, Lisa, Clara Mohri +12 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  69. CLAIR: Evaluating Image Captions with Large Language Models
    2023/10/19 by David M. Chan, Suzanne Petryk, Chan, David +7 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  70. Contingencies from Observations: Tractable Contingency Planning with\n Learned Behavior Models
    2021/04/21 by Nicholas Rhinehart, Rhinehart, Nicholas, Jeff He +11 · 3 citations
    Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #Evacuation and Crowd Dynamics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
  71. Data Efficient Language-supervised Zero-shot Recognition with Optimal Transport Distillation
    2021/12/17 by Wu, Bichen, Cheng, Ruizhe, Zhang, Peizhao +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  72. Spectral Decomposition Representation for Reinforcement Learning
    2022/08/19 by Tongzheng Ren, Tianjun Zhang, Ren, Tongzheng +9 · 4 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics
  73. Making Linear MDPs Practical via Contrastive Representation Learning
    2022/07/14 by Tianjun Zhang, Tongzheng Ren, Zhang, Tianjun +9 · 4 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
  74. IDK Cascades: Fast Deep Learning by Learning not to Overthink
    2017/06/03 by Wang, Xin, Luo, Yujia, Crankshaw, Daniel +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  75. Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective Resampling
    2025/04/17 by Wu, Tsung-Han, Lee, Heekyung, Ge, Jiaxin +3 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  76. POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging
    2022/07/15 by Patil, Shishir G., Jain, Paras, Dutta, Prabal +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
  77. LLM-Assisted Code Cleaning For Training Accurate Code Generators
    2023/11/25 by Jain, Naman, Zhang, Tianjun, Chiang, Wei-Lin +3 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  78. Optimizing LLM Queries in Relational Data Analytics Workloads
    2024/03/09 by Shuming Liu, A. Biswal, Liu, Shu +16 · 5 citations
    Computer Science · #Advanced Database Systems and Queries #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  79. Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers
    2020/02/26 by Zhuohan Li, Eric Wallace, Li, Zhuohan +11 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  80. Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting
    2020/10/04 by Ebrahimi, Sayna, Petryk, Suzanne, Gokul, Akash +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  81. Stylus: Automatic Adapter Selection for Diffusion Models
    2024/04/29 by Luo, Michael, Wong, Justin, Trabucco, Brandon +5 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  82. Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism
    2020/10/31 by Thananjeyan, Brijen, Kandasamy, Kirthevasan, Stoica, Ion +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
  83. Scaling Video Analytics Systems to Large Camera Deployments
    2018/09/07 by Samvit Jain, Jain, Samvit, Ganesh Ananthanarayanan +7 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Image and Video Quality Assessment #Parallel #Video Surveillance and Tracking Methods #and Cluster Computing (cs.DC)
  84. VCG Mechanism Design with Unknown Agent Values under Stochastic Bandit Feedback
    2020/04/19 by Kandasamy, Kirthevasan, Gonzalez, Joseph E., Jordan, Michael I. +1 · 2 citations
    #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  85. A Statistical Framework for Low-bitwidth Training of Deep Neural Networks
    2020/10/27 by Jianfei Chen, Yu Gai, Chen, Jianfei +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  86. Search Arena: Analyzing Search-Augmented LLMs
    2025/06/05 by Mihran Miroyan, Tsung-Jui Wu, Miroyan, Mihran +19 · 8 citations
    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Text Readability and Simplification
  87. On Optimizing the Communication of Model Parallelism
    2022/11/10 by Zhuang, Yonghao, Zhao, Hexu, Zheng, Lianmin +6 · 2 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  88. VisionArena: 230K Real World User-VLM Conversations with Preference Labels
    2024/12/11 by Christopher Chou, Chou, Christopher, Lisa Dunlap +12 · 4 citations
    Environmental Science · #Impact of Light on Environment and Health
  89. All You Need is LUV: Unsupervised Collection of Labeled Images using Invisible UV Fluorescent Indicators
    2022/03/09 by Thananjeyan, Brijen, Kerr, Justin, Huang, Huang +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  90. Simple Token-Level Confidence Improves Caption Correctness
    2023/05/11 by Petryk, Suzanne, Whitehead, Spencer, Gonzalez, Joseph E. +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  91. HashAttention: Semantic Sparsity for Faster Inference
    2024/12/19 by Aditya Desai, Shuo Yang, Desai, Aditya +9 · 5 citations
    Computer Science · Medicine · #Cryptography and Data Security #Big Data and Digital Economy #COVID-19 diagnosis using AI
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  94. InferLine: ML Prediction Pipeline Provisioning and Management for Tight Latency Objectives
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    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning and Data Classification #Parallel #Software Testing and Debugging Techniques #Web Data Mining and Analysis #and Cluster Computing (cs.DC)
  95. BeBold: Exploration Beyond the Boundary of Explored Regions
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    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics
  96. Learning Dense Visual Correspondences in Simulation to Smooth and Fold Real Fabrics
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    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  97. TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times
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    #cs.CV #cs.AI #cs.LG
  98. SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention
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    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
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    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization #Human Pose and Action Recognition
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  106. Grounded Graph Decoding Improves Compositional Generalization in Question Answering
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    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Transportation and Mobility Innovations
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  118. ParaStudent: Generating and Evaluating Realistic Student Code by Teaching LLMs to Struggle
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