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Ion Stoica

  1. Efficient Memory Management for Large Language Model Serving with PagedAttention
    2023/09/12 by Woosuk Kwon, Zhuohan Li, Kwon, Woosuk +15 · 4 voices · 1730 citations
    Computer Science · #Caching and Content Delivery #Software System Performance and Reliability #Topic Modeling #cs.DC #cs.LG
  2. Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
    2023/06/09 by Lianmin Zheng, Zheng, Lianmin, Wei-Lin Chiang +24 · 4 voices · 1632 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
  3. Ray: A Distributed Framework for Emerging AI Applications
    2017/12/16 by Philipp Moritz, Robert Nishihara, Moritz, Philipp +19 · 1 voice · 111 citations
    Computer Science · #Cloud Computing and Resource Management #Parallel Computing and Optimization Techniques #Reinforcement Learning in Robotics #cs.AI #cs.DC #cs.LG #stat.ML
  4. 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 · 110 citations
    Computer Science · Engineering · Materials Science · #Ferroelectric and Negative Capacitance Devices #Machine Learning in Materials Science #Topic Modeling #cs.AI #cs.LG #cs.PF
  5. LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset
    2023/09/21 by Lianmin Zheng, Wei-Lin Chiang, Zheng, Lianmin +24 · 6 voices · 111 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  6. MemGPT: Towards LLMs as Operating Systems
    2023/10/12 by Charles Packer, Packer, Charles, Sarah Wooders +11 · 11 voices · 201 citations
    Computer Science · Decision Sciences · #Context-Aware Activity Recognition Systems #Scientific Computing and Data Management #Topic Modeling #cs.AI
  7. LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
    2024/03/12 by Naman Jain, Jain, Naman, King Han +17 · 1 voice · 519 citations
    Computer Science · #Model-Driven Software Engineering Techniques #Software Engineering Research #cs.CL #cs.LG #cs.SE
  8. GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
    2025/04/27 by Lakshya A Agrawal, Shangyin Tan, Agrawal, Lakshya A +33 · 7 voices · 71 citations
    Computer Science · #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #cs.AI #cs.CL #cs.LG #cs.SE
  9. SGLang: Efficient Execution of Structured Language Model Programs
    2023/12/12 by Lianmin Zheng, Liangsheng Yin, Zheng, Lianmin +21 · 1 voice · 290 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 · 16 citations
    Computer Science · #FOS: Computer and information sciences #Operating Systems (cs.OS) #cs.OS
  11. S-LoRA: Serving Thousands of Concurrent LoRA Adapters
    2023/11/06 by Ying Sheng, Sheng, Ying, Shiyi Cao +21 · 2 voices · 29 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Topic Modeling #Advanced Neural Network Applications
  12. Measuring Agents in Production
    2025/12/02 by Melissa Z. Pan, Negar Arabzadeh, Pan, Melissa Z. +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
  13. 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
  14. numpywren: serverless linear algebra
    2018/10/23 by Vaishaal Shankar, Shankar, Vaishaal, Karl Krauth +14 · 3 voices · 7 citations
    Computer Science · #cs.DC
  15. RAFT: Adapting Language Model to Domain Specific RAG
    2024/03/15 by Tianjun Zhang, Zhang, Tianjun, Shishir G. Patil +11 · 1 voice · 48 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, Eric Liang, Liaw, Richard +9 · 61 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. NeuroVectorizer: End-to-End Vectorization with Deep Reinforcement\n Learning
    2019/09/20 by Ameer Haj-Ali, Nesreen K. Ahmed, Haj-Ali, Ameer +10 · 2 voices · 4 citations
    Computer Science · #Advanced Malware Detection Techniques #Cloud Computing and Resource Management #Parallel Computing and Optimization Techniques #cs.DC #cs.PF #cs.PL
  18. From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline
    2024/06/17 by Tianle Li, Li, Tianle, Wei-Lin Chiang +13 · 122 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)
  19. RouteLLM: Learning to Route LLMs with Preference Data
    2024/06/26 by Isaac Ong, Amjad Almahairi, Ong, Isaac +13 · 111 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. Sleep-time Compute: Beyond Inference Scaling at Test-time
    2025/04/17 by Kevin Lin, Lin, Kevin, Charlie Snell +11 · 3 voices · 8 citations
    Computer Science · #Big Data and Digital Economy #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL
  21. Occupy the Cloud: Distributed Computing for the 99%
    2017/02/13 by Eric Jonas, Jonas, Eric, Qifan Pu +7 · 1 voice · 12 citations
    Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #IoT and Edge/Fog Computing #cs.DC
  22. Ansor: Generating High-Performance Tensor Programs for Deep Learning
    2020/06/11 by Lianmin Zheng, Chengfan Jia, Zheng, Lianmin +21 · 50 citations
    Computer Science · Mathematics · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Tensor decomposition and applications
  23. LLM-as-a-Verifier: A General-Purpose Verification Framework
    2026/07/06 by Jacky Kwok, Shulu Li, Pranav Atreya +6 · 6 voices
    #cs.AI #cs.CL #cs.LG #cs.MA #cs.RO
  24. 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 · 53 citations
    Computer Science · Social Sciences · #Experimental Behavioral Economics Studies #cs.AI
  25. Model-Based Value Estimation for Efficient Model-Free Reinforcement Learning
    2018/02/28 by Vladimir Feinberg, Feinberg, Vladimir, Alvin Wan +9 · 48 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Traffic control and management #Autonomous Vehicle Technology and Safety
  26. Clipper: A Low-Latency Online Prediction Serving System
    2016/12/09 by Daniel Crankshaw, Xin Wang, Crankshaw, Daniel +9 · 28 citations
    Computer Science · #Data Stream Mining Techniques #Caching and Content Delivery #Cloud Computing and Resource Management
  27. Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks
    2023/02/11 by Daniel Kang, Kang, Daniel, Xuechen Li +9 · 47 citations
    Computer Science · #Topic Modeling #Software Engineering Research #Natural Language Processing Techniques
  28. Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
    2024/02/03 by Yichao Fu, Fu, Yichao, Peter Bailis +5 · 60 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  29. Gemmini: Enabling Systematic Deep-Learning Architecture Evaluation via\n Full-Stack Integration
    2019/11/22 by Hasan Genç, Genc, Hasan, Seah Kim +35 · 30 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Performance (cs.PF) #and Cluster Computing (cs.DC)
  30. Barbarians at the Gate: How AI is Upending Systems Research
    2025/10/07 by Audrey Cheng, Shu Liu, Cheng, Audrey +32 · 4 voices · 10 citations
    Social Sciences · #Ethics and Social Impacts of AI #cs.AI
  31. JudgeBench: A Benchmark for Evaluating LLM-based Judges
    2024/10/16 by Tan, Sijun, Siyuan Zhuang, Zhuang, Siyuan +11 · 76 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Legal Education and Practice Innovations #Legal Systems and Judicial Processes #Machine Learning (cs.LG)
  32. Chord: a scalable peer-to-peer lookup protocol for internet applications
    2003/02/01 by I. Stoica, Ion Stoica, Robert Morris +11 · 18 citations
    Computer Science · #Caching and Content Delivery #Cooperative Communication and Network Coding #Peer-to-Peer Network Technologies
  33. Learning to Optimize Join Queries With Deep Reinforcement Learning
    2018/08/09 by Sanjay Krishnan, Krishnan, Sanjay, Zongheng Yang +8 · 1 voice · 14 citations
    Computer Science · #Data Stream Mining Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Optimization and Search Problems #cs.DB
  34. OR-Bench: An Over-Refusal Benchmark for Large Language Models
    2024/05/31 by Justin Cui, Cui, Justin, Wei-Lin Chiang +5 · 50 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  35. Representing Long-Range Context for Graph Neural Networks with Global Attention
    2022/01/21 by Zhanghao Wu, Paras Jain, Wu, Zhanghao +9 · 24 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning in Materials Science
  36. LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!
    2025/02/11 by Dacheng Li, Li, Dacheng, Shiyi Cao +21 · 2 voices · 52 citations
    Social Sciences · Economics, Econometrics and Finance · #cs.AI
  37. GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications
    2024/04/10 by Shishir G. Patil, Patil, Shishir G., Tianjun Zhang +20 · 2 voices · 4 citations
    Computer Science · #Distributed and Parallel Computing Systems
  38. Flash-KMeans: Fast and Memory-Efficient Exact K-Means
    2026/03/10 by Shuo Yang, Haocheng Xi, Yilong Zhao +10 · 7 voices · 1 citation
    #cs.DC
  39. Multi-Level Discovery of Deep Options
    2017/03/24 by Roy Fox, Fox, Roy, Sanjay Krishnan +5 · 20 citations
    Computer Science · Decision Sciences · Engineering · #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research #Reservoir Engineering and Simulation Methods
  40. Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays
    2022/10/13 by Paras Jain, Sam Kumar, Jain, Paras +9 · 1 voice · 5 citations
    Computer Science · #Cloud Computing and Resource Management #Peer-to-Peer Network Technologies #Caching and Content Delivery
  41. Rethinking Benchmark and Contamination for Language Models with Rephrased Samples
    2023/11/08 by Shuo Yang, Wei-Lin Chiang, Yang, Shuo +7 · 27 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Adversarial Robustness in Machine Learning
  42. RLlib: Abstractions for Distributed Reinforcement Learning
    2017/12/26 by Eric Liang, Richard Liaw, Liang, Eric +15 · 1 voice · 5 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
  43. Balsa: Learning a Query Optimizer Without Expert Demonstrations
    2022/01/05 by Zongheng Yang, Wei-Lin Chiang, Sifei Luan +3 · 1 voice · 5 citations
    Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Optimization and Search Problems #cs.DB #cs.LG
  44. The Sky Above The Clouds
    2022/05/14 by Sarah Chasins, Alvin Cheung, Chasins, Sarah +32 · 2 voices
    Business, Management and Accounting · Engineering · Computer Science · #Digital Platforms and Economics #Green IT and Sustainability #Cloud Computing and Resource Management
  45. Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems
    2024/03/04 by Lingjiao Chen, Jared Quincy Davis, Chen, Lingjiao +11 · 26 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Law, AI, and Intellectual Property #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering
  46. Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
    2025/02/03 by Haocheng Xi, Shuo Yang, Xi, Haocheng +24 · 50 citations
    Computer Science · Engineering · #Advanced Optical Imaging Technologies #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  47. Online Speculative Decoding
    2023/10/11 by Xiaoxuan Liu, Lanxiang Hu, Liu, Xiaoxuan +11 · 21 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 #Text Readability and Simplification #Topic Modeling
  48. Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization
    2019/10/07 by Paras Jain, Ajay N. Jain, Jain, Paras +13 · 14 citations
    Computer Science · Mathematics · #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications
  49. Blink: Fast and Generic Collectives for Distributed ML
    2019/10/11 by Guanhua Wang, Shivaram Venkataraman, Wang, Guanhua +9 · 12 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)
  50. How to Evaluate Reward Models for RLHF
    2024/10/18 by Evan Frick, Frick, Evan, Tianle Li +15 · 27 citations
    Decision Sciences · #Risk and Safety Analysis
  51. Radial Attention: O(nlog n) Sparse Attention with Energy Decay for Long Video Generation
    2025/06/24 by Xiangtan Li Xiangtan Li, Xingyang Li, Muyang Li +27 · 2 voices · 17 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques #cs.AI #cs.CV #cs.LG
  52. Fast Video Generation with Sliding Tile Attention
    2025/02/06 by Zhang, Peiyuan, Yongqi Chen, Runlong Su +8 · 36 citations
    Computer Science · Engineering · #Advanced Optical Imaging Technologies #Advanced Vision and Imaging #Cellular Automata and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  53. GSO: Challenging Software Optimization Tasks for Evaluating SWE-Agents
    2025/05/29 by Manish Shetty, Shetty, Manish, Naman Jain +9 · 2 voices · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #cs.AI #cs.CL #cs.LG #cs.SE
  54. FetchSGD: Communication-Efficient Federated Learning with Sketching
    2020/07/15 by Daniel Rothchild, Rothchild, Daniel, Ashwinee Panda +13 · 10 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Mobile Crowdsensing and Crowdsourcing #Stochastic Gradient Optimization Techniques
  55. Accelerating Quadratic Optimization with Reinforcement Learning
    2021/07/22 by Jeffrey Ichnowski, Ichnowski, Jeffrey, Paras Jain +15 · 10 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
  56. AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving
    2023/02/22 by Zhuohan Li, Lianmin Zheng, Li, Zhuohan +19 · 13 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)
  57. AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning
    2020/03/02 by Qijing Huang, Ameer Haj-Ali, Huang, Qijing +11 · 8 citations
    Computer Science · Physics and Astronomy · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Parallel #Programming Languages (cs.PL) #Reinforcement Learning in Robotics #and Cluster Computing (cs.DC)
  58. Specifications: The missing link to making the development of LLM systems an engineering discipline
    2024/11/25 by Ion Stoica, Matei Zaharia, Stoica, Ion +22 · 2 voices · 5 citations
    Decision Sciences · Engineering · Mathematics · #Manufacturing Process and Optimization #Modeling, Simulation, and Optimization #Simulation Techniques and Applications #cs.AI #cs.CL #cs.SE
  59. Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules
    2019/05/14 by Daniel E. Ho, Eric Liang, Ho, Daniel +7 · 9 citations
    Computer Science · Decision Sciences · Economics, Econometrics and Finance · Social Sciences · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Healthcare innovation and challenges #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #demographic modeling and climate adaptation
  60. Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning
    2022/01/28 by Lianmin Zheng, Zheng, Lianmin, Zhuohan Li +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)
  61. MuxServe: Flexible Spatial-Temporal Multiplexing for Multiple LLM Serving
    2024/04/02 by Jiangfei Duan, Duan, Jiangfei, Runyu Lu +13 · 15 citations
    Engineering · #Power Line Communications and Noise
  62. Ekya: Continuous Learning of Video Analytics Models on Edge Compute\n Servers
    2020/12/18 by Romil Bhardwaj, Zhengxu Xia, Bhardwaj, Romil +15 · 8 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Distributed #FOS: Computer and information sciences #Image Enhancement Techniques #Parallel #and Cluster Computing (cs.DC)
  63. NeuroCard: One Cardinality Estimator for All Tables
    2020/06/15 by Zongheng Yang, Yang, Zongheng, Amog Kamsetty +11 · 10 citations
    Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Data Visualization and Analytics #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  64. Efficient LLM Scheduling by Learning to Rank
    2024/08/28 by Yichao Fu, Siqi Zhu, Fu, Yichao +9 · 17 citations
    Computer Science · #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG)
  65. MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs
    2024/11/18 by Shiyi Cao, Shu Liu, Cao, Shiyi +15 · 19 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)
  66. ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training
    2021/04/29 by Jianfei Chen, Lianmin Zheng, Chen, Jianfei +11 · 7 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)
  67. BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data
    2012/03/25 by Sameer Agarwal, Aurojit Panda, Agarwal, Sameer +7 · 4 citations
    Computer Science · #Data Management and Algorithms #Advanced Database Systems and Queries #Cloud Computing and Resource Management
  68. DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching
    2019/01/23 by Zaoxing Liu, Liu, Zaoxing, Zhihao Bai +13 · 5 citations
    Computer Science · #Caching and Content Delivery #Advanced Data Storage Technologies #Cloud Computing and Resource Management
  69. Scaling up Trustless DNN Inference with Zero-Knowledge Proofs
    2022/10/17 by Daniel Kang, Tatsunori Hashimoto, Kang, Daniel +5 · 7 citations
    Medicine · Computer Science · #COVID-19 diagnosis using AI #Medical Imaging Techniques and Applications #Advanced Neural Network Applications
  70. VSA: Faster Video Diffusion with Trainable Sparse Attention
    2025/05/19 by Yongqi Chen, Zhang, Peiyuan, Chen, Yongqi +11 · 27 citations
    Computer Science · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  71. SparkNet: Training Deep Networks in Spark
    2015/11/19 by Philipp Moritz, Robert Nishihara, Moritz, Philipp +5 · 1 voice · 1 citation
    Computer Science · Mathematics · #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.LG #cs.NE #math.OC #stat.ML
  72. Fairness in Serving Large Language Models
    2023/12/31 by Ying Sheng, Shiyi Cao, Sheng, Ying +13 · 9 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)
  73. NetChain: Scale-Free Sub-RTT Coordination (Extended Version)
    2018/02/22 by Xin Jin, Xiaozhou Li, Jin, Xin +13 · 2 voices
    #cs.DC
  74. ZK-IMG: Attested Images via Zero-Knowledge Proofs to Fight Disinformation
    2022/11/09 by Daniel Kang, Tatsunori Hashimoto, Kang, Daniel +5 · 1 voice · 2 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #cs.CR
  75. Post-Training Sparse Attention with Double Sparsity
    2024/08/11 by Shuo Yang, Ying Sheng, Yang, Shuo +7 · 12 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)
  76. Helen: Maliciously Secure Coopetitive Learning for Linear Models
    2019/07/16 by Wenting Zheng, Raluca Ada Popa, Joseph E. Gonzalez +1 · 1 voice · 1 citation
    Computer Science · #cs.CR #cs.LG
  77. SuperServe: Fine-Grained Inference Serving for Unpredictable Workloads
    2023/12/27 by Alind Khare, Dhruv Garg, Khare, Alind +9 · 7 citations
    Computer Science · #Advanced Data Storage Technologies #Parallel Computing and Optimization Techniques #Caching and Content Delivery
  78. Autellix: An Efficient Serving Engine for LLM Agents as General Programs
    2025/02/19 by Michael Luo, Luo, Michael, Shi, Xiaoxiang +17 · 13 citations
    Computer Science · Engineering · #Mobile Agent-Based Network Management #Modular Robots and Swarm Intelligence #Advanced Manufacturing and Logistics Optimization
  79. Communication-efficient distributed SGD with Sketching
    2019/03/12 by Nikita Ivkin, Ivkin, Nikita, Daniel Rothchild +9 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  80. TurboSpec: Closed-loop Speculation Control System for Optimizing LLM Serving Goodput
    2024/06/20 by Xiaoxuan Liu, Liu, Xiaoxuan, Langxiang Hu +19 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Performance (cs.PF) #Topic Modeling
  81. AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning
    2019/01/15 by Ameer Haj-Ali, Haj-Ali, Ameer, Qijing Huang +11 · 3 citations
    Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Software Engineering Research
  82. M2RNN: Non-Linear RNNs with Matrix-Valued States for Scalable Language Modeling
    2026/03/15 by Mayank Mishra, Shawn Tan, Ion Stoica +2 · 2 voices
    #cs.LG #cs.AI
  83. Dynamic Space-Time Scheduling for GPU Inference
    2018/12/31 by Paras Jain, Xiangxi Mo, Jain, Paras +13 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  84. PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications
    2025/05/12 by Kuntai Du, Du, Kuntai, Bowen Wang +19 · 13 citations
    Computer Science · Materials Science · #Big Data and Digital Economy #Distributed #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Parallel #and Cluster Computing (cs.DC)
  85. Neural Packet Classification
    2019/02/27 by Eric Liang, Hang Zhu, Liang, Eric +5 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Packet Processing and Optimization #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI) #Protein Degradation and Inhibitors
  86. Optimizing LLM Queries in Relational Data Analytics Workloads
    2024/03/09 by Shuming Liu, A. Biswal, Liu, Shu +16 · 6 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
  87. Scaling Replicated State Machines with Compartmentalization [Technical Report]
    2020/12/31 by Michael Whittaker, Ailidani Ailijiang, Whittaker, Michael +15 · 3 citations
    Computer Science · #Advanced Data Storage Technologies #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Optimization and Search Problems #Parallel #and Cluster Computing (cs.DC)
  88. LLM-Assisted Code Cleaning For Training Accurate Code Generators
    2023/11/25 by Naman Jain, Jain, Naman, Tianjun Zhang +9 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
  89. Twilight: Adaptive Attention Sparsity with Hierarchical Top-p Pruning
    2025/02/04 by Lin, Chaofan, Shuo Yang, Tang, Jiaming +13 · 9 citations
    Computer Science · Decision Sciences · #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics #Advanced Bandit Algorithms Research
  90. FogROS2: An Adaptive Platform for Cloud and Fog Robotics Using ROS 2
    2022/05/19 by Jeffrey Ichnowski, Ichnowski, Jeffrey, Kaiyuan Chen +27 · 3 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Modular Robots and Swarm Intelligence #Robotics (cs.RO) #Robotics and Automated Systems
  91. GameArena: Evaluating LLM Reasoning through Live Computer Games
    2024/12/09 by Lanxiang Hu, Qiyu Li, Hu, Lanxiang +8 · 8 citations
    Computer Science · Social Sciences · #Multi-Agent Systems and Negotiation #Artificial Intelligence in Law #Software Engineering Research
  92. A Berkeley View of Systems Challenges for AI
    2017/12/15 by Ion Stoica, Stoica, Ion, Dawn Song +25 · 3 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Algorithms #Reinforcement Learning in Robotics #Scientific Computing and Data Management
  93. On Optimizing the Communication of Model Parallelism
    2022/11/10 by Yonghao Zhuang, Hexu Zhao, Zhuang, Yonghao +15 · 3 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 #and Cluster Computing (cs.DC)
  94. Understanding the impact of video quality on user engagement
    2013/02/22 by Florin Dobrian, Asad Awan, Dilip Joseph +5 · 4 citations
    Computer Science · #Image and Video Quality Assessment #Peer-to-Peer Network Technologies #Caching and Content Delivery
  95. Pie: Pooling CPU Memory for LLM Inference
    2024/11/14 by Yi Xu, Xu, Yi, Ziming Mao +7 · 7 citations
    Computer Science · #Advanced Data Storage Technologies #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  96. Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism
    2020/10/31 by Brijen Thananjeyan, Kirthevasan Kandasamy, Thananjeyan, Brijen +9 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Reinforcement Learning in Robotics #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  97. Trustless Audits without Revealing Data or Models
    2024/04/06 by Suppakit Waiwitlikhit, Waiwitlikhit, Suppakit, Ion Stoica +7 · 4 citations
    Computer Science · #Blockchain Technology Applications and Security
  98. BlendServe: Optimizing Offline Inference for Auto-regressive Large Models with Resource-aware Batching
    2024/11/25 by Yilong Zhao, Shuo Yang, Zhao, Yilong +13 · 7 citations
    Computer Science · #AI in cancer detection #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Data Classification
  99. MPC-Minimized Secure LLM Inference
    2024/08/07 by Deevashwer Rathee, Rathee, Deevashwer, Dacheng Li +7 · 4 citations
    Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Interconnection Networks and Systems #Machine Learning (cs.LG)
  100. VisionArena: 230K Real World User-VLM Conversations with Preference Labels
    2024/12/11 by Christopher Chou, Chou, Christopher, Lisa Dunlap +12 · 5 citations
    Environmental Science · #Impact of Light on Environment and Health
  101. Advancing Science- and Evidence-based AI Policy
    2025/07/31 by Rishi Bommasani, Bommasani, Rishi, Sanjeev Arora +37 · 1 voice · 6 citations
    Medicine · Computer Science · #Computers and Society (cs.CY) #FOS: Computer and information sciences
  102. Copilot Arena: A Platform for Code LLM Evaluation in the Wild
    2025/02/13 by Wayne Chi, Chi, Wayne, Valerie Chen +16 · 8 citations
    Computer Science · #Digital and Cyber Forensics #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE)
  103. HashAttention: Semantic Sparsity for Faster Inference
    2024/12/19 by Aditya Desai, Desai, Aditya, Shuo Yang +9 · 6 citations
    Computer Science · Medicine · #Cryptography and Data Security #Big Data and Digital Economy #COVID-19 diagnosis using AI
  104. InferLine: ML Prediction Pipeline Provisioning and Management for Tight Latency Objectives
    2018/12/05 by Daniel Crankshaw, Crankshaw, Daniel, Gur-Eyal Sela +11 · 2 citations
    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)
  105. Locality-aware Fair Scheduling in LLM Serving
    2025/01/24 by Shiyi Cao, Cao, Shiyi, Yichuan Wang +22 · 4 citations
    Computer Science · Engineering · #Advanced Manufacturing and Logistics Optimization #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Petri Nets in System Modeling #Scheduling and Optimization Algorithms #and Cluster Computing (cs.DC)
  106. BARE: Leveraging Base Language Models for Few-Shot Synthetic Data Generation
    2025/02/03 by Alan Zhu, Parth Asawa, Zhu, Alan +12 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  107. An Extensible Software Transport Layer for GPU Networking
    2025/04/24 by Yang Zhou, Zhongjie Chen, Zhou, Yang +25 · 6 citations
    Computer Science · #Cloud Computing and Resource Management #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI)
  108. Harmonia: Near-Linear Scalability for Replicated Storage with In-Network Conflict Detection
    2019/04/18 by Hang Zhu, Zhihao Bai, Zhu, Hang +11 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Caching and Content Delivery #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
  109. Real-Time Machine Learning: The Missing Pieces
    2017/03/11 by Robert Nishihara, Nishihara, Robert, Philipp Moritz +17 · 1 voice · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Data Stream Mining Techniques #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Parallel #and Cluster Computing (cs.DC) #cs.AI #cs.DC #cs.LG
  110. Hierarchical Variational Imitation Learning of Control Programs
    2019/12/29 by Roy Fox, Richard Shin, Fox, Roy +13 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Reinforcement Learning in Robotics #Robot Manipulation and Learning
  111. optimizeanything: Unified Text Optimization can Outperform Specialized Systems
    2026/05/19 by Lakshya A Agrawal, Donghyun Lee, Shangyin Tan +11 · 1 voice
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG #cs.NE #cs.SE
  112. Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile
    2025/02/10 by Hangliang Ding, Dacheng Li, Ding, Hangliang +9 · 4 citations
    Engineering · Computer Science · #Advanced Memory and Neural Computing #Advanced Optical Imaging Technologies #Neural Networks and Reservoir Computing
  113. TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times
    2025/12/18 by Jintao Zhang, Zhang, Jintao, Kaiwen Zheng +14 · 1 voice · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Computer Graphics and Visualization Techniques #Generative Adversarial Networks and Image Synthesis #cs.AI #cs.CV #cs.LG
  114. The Price Reversal Phenomenon: When Cheaper Reasoning Models Cost More
    2026/03/25 by Lingjiao Chen, Chi Zhang, Yeye He +3 · 2 voices
    Computer Science · #cs.CL #cs.AI #cs.GT #cs.LG #cs.MA
  115. Hoplite: Efficient and Fault-Tolerant Collective Communication for Task-Based Distributed Systems
    2020/02/13 by Siyuan Zhuang, Zhuang, Siyuan, Zhuohan Li +13 · 1 citation
    Computer Science · #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 #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
  116. Composing MPC with LQR and Neural Network for Amortized Efficiency and Stable Control
    2021/12/14 by Fangyu Wu, Wu, Fangyu, Guanhua Wang +11 · 1 citation
    Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Electrical engineering #Fuel Cells and Related Materials #Systems and Control (eess.SY) #electronic engineering #information engineering
  117. Grounded Graph Decoding Improves Compositional Generalization in Question Answering
    2021/11/05 by Yu Gai, Paras Jain, Gai, Yu +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  118. ProTuner: Tuning Programs with Monte Carlo Tree Search
    2020/05/27 by Ameer Haj-Ali, Haj-Ali, Ameer, Hasan Genc +11 · 1 voice
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #Programming Languages (cs.PL) #and Cluster Computing (cs.DC) #cs.AI #cs.DC #cs.LG #cs.PF #cs.PL
  119. Context-Aware Streaming Perception in Dynamic Environments
    2022/08/16 by Gur-Eyal Sela, Sela, Gur-Eyal, Ionel Gog +21 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Optical Sensing Technologies #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  120. LEANN: A Low-Storage Vector Index
    2025/06/09 by Yichuan Wang, Wang, Yichuan, Zhifei Li +23 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Image and Video Retrieval Techniques #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Machine Learning (cs.LG)
  121. K-Search: LLM Kernel Generation via Co-Evolving Intrinsic World Model
    2026/02/22 by Shiyi Cao, Ziming Mao, Joseph E. Gonzalez +1 · 1 voice
    Computer Science · #cs.AI
  122. Leveraging Cloud Computing to Make Autonomous Vehicles Safer
    2023/08/06 by Peter Schafhalter, Sukrit Kalra, Schafhalter, Peter +7 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Robotics (cs.RO) #Vehicular Ad Hoc Networks (VANETs)
  123. CodeScholar: Growing Idiomatic Code Examples
    2023/12/23 by Manish Shetty, Shetty, Manish, Koushik Sen +3 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Open Source Software Innovations #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices
  124. Variable Skipping for Autoregressive Range Density Estimation
    2020/07/10 by Eric Liang, Liang, Eric, Zongheng Yang +9 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Data Management and Algorithms #Databases (cs.DB) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  125. A Statistical Framework for Ranking LLM-Based Chatbots
    2024/12/24 by Siavash Ameli, Ameli, Siavash, Siyuan Zhuang +5 · 1 voice · 1 citation
    Computer Science · #AI in Service Interactions #cs.AI #cs.LG #stat.ML
  126. EDIT-Bench: Evaluating LLM Abilities to Perform Real-World Instructed Code Edits
    2025/11/06 by Wayne Chi, Chi, Wayne, Valerie Chen +18 · 3 citations
    Computer Science · #Software Engineering Research #Software Testing and Debugging Techniques #Teaching and Learning Programming
  127. HeterMoE: Efficient Training of Mixture-of-Experts Models on Heterogeneous GPUs
    2025/04/04 by Yang Wu, Xueshen Liu, Wu, Yongji +15 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Big Data and Digital Economy
  128. Bipartisan Paxos: A Modular State Machine Replication Protocol
    2020/02/29 by Michael Whittaker, Neil Giridharan, Whittaker, Michael +7 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  129. vAttention: Verified Sparse Attention
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    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  130. Efficient Long-context Language Model Training by Core Attention Disaggregation
    2025/10/20 by Yonghao Zhuang, Zhuang, Yonghao, Bo Pang +14 · 1 citation
    Computer Science · #Big Data and Digital Economy #Advanced Neural Network Applications #Natural Language Processing Techniques
  131. The Streaming Batch Model for Efficient and Fault-Tolerant Heterogeneous Execution
    2025/01/16 by Frank Sifei Luan, Luan, Frank Sifei, Wang, Ron Yifeng +24 · 1 citation
    Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #Distributed systems and fault tolerance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
  132. Accelerating Large-Scale Reasoning Model Inference with Sparse Self-Speculative Decoding
    2025/12/01 by Yilong Zhao, Jiaming Tang, Zhao, Yilong +21 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  133. SonicMoE: Accelerating MoE with IO and Tile-aware Optimizations
    2025/12/16 by Guo, Wentao, Mayank Mishra, Mishra, Mayank +6 · 1 citation
    Computer Science · #Topic Modeling #Mobile Crowdsensing and Crowdsourcing #Advanced Neural Network Applications
  134. Denial of Deadline: Network-Driven Accuracy Collapse in Distributed Inference Pipelines
    2026/07/27 by Jhonatan Tavori, Gur-Eyal Sela, Ion Stoica +1
    #cs.NI #cs.AI #cs.CR #cs.DC
  135. Fantastic Adaptive Taxonomies and How to Use Them
    2026/07/17 by Mert Cemri, Andrei Cojocaru, Melissa Pan +9
    Computer Science · #cs.AI #cs.SE