PPaperPicks

Kurt Keutzer

University of California, Berkeley, USA

44 papers at tracked venues · 35 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3868-8501 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×9ICML ×8CVPR ×5EMNLP ×5ICLR ×5ACL ×3ICCV ×3ECCV ×2AAAI ×1ACM MM ×1MLSys ×1WACV ×1

Frequent coauthors

Chenfeng Xu
×12
Sehoon Kim
×9
Amir Gholami
×9
Masayoshi Tomizuka
×8
Michael W. Mahoney
×8
Xiuyu Li
×8
Song Han
×7
Zhen Dong
×7
Coleman Richard Charles Hooper
×7
Wenzhao Zheng
×6
Ion Stoica
×6
Shanghang Zhang
×6

Papers

  1. ODEt(ODEl): Shortcutting the Time and the Length in Diffusion and Flow Models for Faster Sampling
    WACV 2026 ·
    Denis A. Gudovskiy
    ,
    Wenzhao Zheng
    ,
    Tomoyuki Okuno
    ,
    Yohei Nakata
    , Kurt Keutzer
  2. A Lesson in Splats: Teacher-Guided Diffusion for 3D Gaussian Splats Generation with 2D Supervision
    ICCV 2025 ·
    Chensheng Peng
    ,
    Ido Sobol
    ,
    Masayoshi Tomizuka
    , Kurt Keutzer,
    Chenfeng Xu
    ,
    Or Litany
  3. Angles Don't Lie: Unlocking Training‑Efficient RL Through the Model's Own Signals
    NeurIPS 2025 ·
    Qinsi Wang
    ,
    Jinghan Ke
    ,
    Hancheng Ye
    ,
    Yueqian Lin
    ,
    Yuzhe Fu
    ,
    Jianyi Zhang
    , Kurt Keutzer,
    Chenfeng Xu
    ,
    Yiran Chen
  4. Bridging Viewpoint Gaps: Geometric Reasoning Boosts Semantic Correspondence
    CVPR 2025 ·
    Qiyang Qian
    ,
    Hansheng Chen
    ,
    Masayoshi Tomizuka
    , Kurt Keutzer,
    Qianqian Wang
    ,
    Chenfeng Xu
  5. COAT: Compressing Optimizer states and Activations for Memory-Efficient FP8 Training
    ICLR 2025 ·
    Haocheng Xi
    ,
    Han Cai
    ,
    Ligeng Zhu
    ,
    Yao Lu
    , Kurt Keutzer,
    Jianfei Chen
    ,
    Song Han
  6. DeSiRe-GS: 4D Street Gaussians for Static-Dynamic Decomposition and Surface Reconstruction for Urban Driving Scenes
    CVPR 2025 ·
    Chensheng Peng
    ,
    Chengwei Zhang
    ,
    Yixiao Wang
    ,
    Chenfeng Xu
    ,
    Yichen Xie
    ,
    Wenzhao Zheng
    , Kurt Keutzer,
    Masayoshi Tomizuka
    ,
    Wei Zhan
  7. Dobi-SVD: Differentiable SVD for LLM Compression and Some New Perspectives
    ICLR 2025 ·
    Qinsi Wang
    ,
    Jinghan Ke
    ,
    Masayoshi Tomizuka
    , Kurt Keutzer,
    Chenfeng Xu
  8. DrivingRecon: Large 4D Gaussian Reconstruction Model For Autonomous Driving
    NeurIPS 2025 ·
    Hao Lu
    ,
    Tianshuo Xu
    ,
    Wenzhao Zheng
    ,
    Yunpeng Zhang
    ,
    Wei Zhan
    ,
    Dalong Du
    ,
    Masayoshi Tomizuka
    , Kurt Keutzer,
    Yingcong Chen
  9. K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences
    CVPR 2025 ·
    Zhikai Li
    ,
    Xuewen Liu
    ,
    Dongrong Joe Fu
    ,
    Jianquan Li
    ,
    Qingyi Gu
    , Kurt Keutzer,
    Zhen Dong
  10. Looking Backward: Streaming Video-to-Video Translation with Feature Banks
    ICLR 2025 ·
    Feng Liang
    ,
    Akio Kodaira
    ,
    Chenfeng Xu
    ,
    Masayoshi Tomizuka
    , Kurt Keutzer,
    Diana Marculescu
  11. Multipole Attention for Efficient Long Context Reasoning
    NeurIPS 2025 ·
    Coleman Hooper
    ,
    Sebastian Zhao
    ,
    Luca Manolache
    ,
    Sehoon Kim
    ,
    Michael W. Mahoney
    ,
    Sophia Shao
    , Kurt Keutzer,
    Amir Gholami
  12. Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks
    ICML 2025 ·
    Lutfi Eren Erdogan
    ,
    Nicholas Lee
    ,
    Sehoon Kim
    ,
    Suhong Moon
    ,
    Hiroki Furuta
    ,
    Gopala Anumanchipalli
    , Kurt Keutzer,
    Amir Gholami
  13. QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache
    ICML 2025 ·
    Rishabh Tiwari
    ,
    Haocheng Xi
    ,
    Aditya Tomar
    ,
    Coleman Richard Charles Hooper
    ,
    Sehoon Kim
    ,
    Maxwell Horton
    ,
    Mahyar Najibi
    ,
    Michael W. Mahoney
    , Kurt Keutzer,
    Amir Gholami
  14. Radial Attention: 𝒪(n log n) Sparse Attention with Energy Decay for Long Video Generation
    NeurIPS 2025 ·
    Xingyang Li
    ,
    Muyang Li
    ,
    Tianle Cai
    ,
    Haocheng Xi
    ,
    Shuo Yang
    ,
    Yujun Lin
    ,
    Lvmin Zhang
    ,
    Songlin Yang
    ,
    Jinbo Hu
    ,
    Kelly Peng
    ,
    Maneesh Agrawala
    ,
    Ion Stoica
    , Kurt Keutzer,
    Song Han
  15. S*: Test Time Scaling for Code Generation
    EMNLP 2025 ·
    Dacheng Li
    ,
    Shiyi Cao
    ,
    Chengkun Cao
    ,
    Xiuyu Li
    ,
    Shangyin Tan
    , Kurt Keutzer,
    Jiarong Xing
    ,
    Joseph E. Gonzalez
    ,
    Ion Stoica
  16. STORM: Token-Efficient Long Video Understanding for Multimodal LLMs
    ICCV 2025 ·
    Jindong Jiang
    ,
    Xiuyu Li
    ,
    Zhijian Liu
    ,
    Muyang Li
    ,
    Guo Chen
    ,
    Zhiqi Li
    ,
    De-An Huang
    ,
    Guilin Liu
    ,
    Zhiding Yu
    , Kurt Keutzer,
    Sungjin Ahn
    ,
    Jan Kautz
    ,
    Hongxu Yin
    ,
    Yao Lu
    ,
    Song Han
    ,
    Wonmin Byeon
  17. Segment Any Motion in Videos
    CVPR 2025 ·
    Nan Huang
    ,
    Wenzhao Zheng
    ,
    Chenfeng Xu
    , Kurt Keutzer,
    Shanghang Zhang
    ,
    Angjoo Kanazawa
    ,
    Qianqian Wang
  18. Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
    ICML 2025 ·
    Haocheng Xi
    ,
    Shuo Yang
    ,
    Yilong Zhao
    ,
    Chenfeng Xu
    ,
    Muyang Li
    ,
    Xiuyu Li
    ,
    Yujun Lin
    ,
    Han Cai
    ,
    Jintao Zhang
    ,
    Dacheng Li
    ,
    Jianfei Chen
    ,
    Ion Stoica
    , Kurt Keutzer,
    Song Han
  19. Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
    NeurIPS 2025 ·
    Shuo Yang
    ,
    Haocheng Xi
    ,
    Yilong Zhao
    ,
    Muyang Li
    ,
    Jintao Zhang
    ,
    Han Cai
    ,
    Yujun Lin
    ,
    Xiuyu Li
    ,
    Chenfeng Xu
    ,
    Kelly Peng
    ,
    Jianfei Chen
    ,
    Song Han
    , Kurt Keutzer,
    Ion Stoica
  20. SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity
    ICML 2025 ·
    Samir Khaki
    ,
    Xiuyu Li
    ,
    Junxian Guo
    ,
    Ligeng Zhu
    ,
    Konstantinos N. Plataniotis
    ,
    Amir Yazdanbakhsh
    , Kurt Keutzer,
    Song Han
    ,
    Zhijian Liu
  21. SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference
    ICML 2025 ·
    Yuan Zhang
    ,
    Chun-Kai Fan
    ,
    Junpeng Ma
    ,
    Wenzhao Zheng
    ,
    Tao Huang
    ,
    Kuan Cheng
    ,
    Denis A. Gudovskiy
    ,
    Tomoyuki Okuno
    ,
    Yohei Nakata
    , Kurt Keutzer,
    Shanghang Zhang
  22. Squeezed Attention: Accelerating Long Context Length LLM Inference
    ACL 2025 ·
    Coleman Richard Charles Hooper
    ,
    Sehoon Kim
    ,
    Hiva Mohammadzadeh
    ,
    Monishwaran Maheswaran
    ,
    Sebastian Zhao
    ,
    June Paik
    ,
    Michael W. Mahoney
    , Kurt Keutzer,
    Amir Gholami
  23. StreamDiffusion: A Pipeline-Level Solution for Real-Time Interactive Generation
    ICCV 2025 ·
    Akio Kodaira
    ,
    Chenfeng Xu
    ,
    Toshiki Hazama
    ,
    Takanori Yoshimoto
    ,
    Kohei Ohno
    ,
    Shogo Mitsuhori
    ,
    Soichi Sugano
    ,
    Hanying Cho
    ,
    Zhijian Liu
    ,
    Masayoshi Tomizuka
    , Kurt Keutzer
  24. UniDrive: Towards Universal Driving Perception Across Camera Configurations
    ICLR 2025 ·
    Ye Li
    ,
    Wenzhao Zheng
    ,
    Xiaonan Huang
    , Kurt Keutzer
  25. Why Do Multi-Agent LLM Systems Fail?
    NeurIPS 2025 ·
    Mert Cemri
    ,
    Melissa Z. Pan
    ,
    Shuyi Yang
    ,
    Lakshya A. Agrawal
    ,
    Bhavya Chopra
    ,
    Rishabh Tiwari
    , Kurt Keutzer,
    Aditya G. Parameswaran
    ,
    Dan Klein
    ,
    Kannan Ramchandran
    ,
    Matei A. Zaharia
    ,
    Joseph E. Gonzalez
    ,
    Ion Stoica
  26. Aligning Large Multimodal Models with Factually Augmented RLHF
    ACL 2024 ·
    Zhiqing Sun
    ,
    Sheng Shen
    ,
    Shengcao Cao
    ,
    Haotian Liu
    ,
    Chunyuan Li
    ,
    Yikang Shen
    ,
    Chuang Gan
    ,
    Liangyan Gui
    ,
    Yu-Xiong Wang
    ,
    Yiming Yang
    , Kurt Keutzer,
    Trevor Darrell
  27. An LLM Compiler for Parallel Function Calling
    ICML 2024 ·
    Sehoon Kim
    ,
    Suhong Moon
    ,
    Ryan Tabrizi
    ,
    Nicholas Lee
    ,
    Michael W. Mahoney
    , Kurt Keutzer,
    Amir Gholami
  28. Efficient Deweahter Mixture-of-Experts with Uncertainty-Aware Feature-Wise Linear Modulation
    AAAI 2024 ·
    Rongyu Zhang
    ,
    Yulin Luo
    ,
    Jiaming Liu
    ,
    Huanrui Yang
    ,
    Zhen Dong
    ,
    Denis A. Gudovskiy
    ,
    Tomoyuki Okuno
    ,
    Yohei Nakata
    , Kurt Keutzer,
    Yuan Du
    ,
    Shanghang Zhang
  29. Immiscible Diffusion: Accelerating Diffusion Training with Noise Assignment
    NeurIPS 2024 ·
    Yiheng Li
    ,
    Heyang Jiang
    ,
    Akio Kodaira
    ,
    Masayoshi Tomizuka
    , Kurt Keutzer,
    Chenfeng Xu
  30. KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
    NeurIPS 2024 ·
    Coleman Hooper
    ,
    Sehoon Kim
    ,
    Hiva Mohammadzadeh
    ,
    Michael W. Mahoney
    ,
    Yakun Sophia Shao
    , Kurt Keutzer,
    Amir Gholami
  31. LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement
    ACL 2024 ·
    Nicholas Lee
    ,
    Thanakul Wattanawong
    ,
    Sehoon Kim
    ,
    Karttikeya Mangalam
    ,
    Sheng Shen
    ,
    Gopala Anumanchipalli
    ,
    Michael W. Mahoney
    , Kurt Keutzer,
    Amir Gholami
  32. LLoCO: Learning Long Contexts Offline
    EMNLP 2024 ·
    Sijun Tan
    ,
    Xiuyu Li
    ,
    Shishir G. Patil
    ,
    Ziyang Wu
    ,
    Tianjun Zhang
    , Kurt Keutzer,
    Joseph Gonzalez
    ,
    Raluca A. Popa
  33. MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration
    EMNLP 2024 ·
    Lin Xu
    ,
    Zhiyuan Hu
    ,
    Daquan Zhou
    ,
    Hongyu Ren
    ,
    Zhen Dong
    , Kurt Keutzer,
    See-Kiong Ng
    ,
    Jiashi Feng
  34. Magic-Me: Identity-Specific Video Customized Diffusion
    ECCV 2024 ·
    Ze Ma
    ,
    Daquan Zhou
    ,
    Xue-She Wang
    ,
    Chun-Hsiao Yeh
    ,
    Xiuyu Li
    ,
    Huanrui Yang
    ,
    Zhen Dong
    , Kurt Keutzer,
    Jiashi Feng
  35. Mixture-of-Experts Meets Instruction Tuning: A Winning Combination for Large Language Models
    ICLR 2024 ·
    Sheng Shen
    ,
    Le Hou
    ,
    Yanqi Zhou
    ,
    Nan Du
    ,
    Shayne Longpre
    ,
    Jason Wei
    ,
    Hyung Won Chung
    ,
    Barret Zoph
    ,
    William Fedus
    ,
    Xinyun Chen
    ,
    Tu Vu
    ,
    Yuexin Wu
    ,
    Wuyang Chen
    ,
    Albert Webson
    ,
    Yunxuan Li
    ,
    Vincent Y. Zhao
    ,
    Hongkun Yu
    , Kurt Keutzer,
    Trevor Darrell
    ,
    Denny Zhou
  36. One Model is All You Need: ByT5-Sanskrit, a Unified Model for Sanskrit NLP Tasks
    EMNLP 2024 ·
    Sebastian Nehrdich
    ,
    Oliver Hellwig
    , Kurt Keutzer
  37. PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought
    CVPR 2024 ·
    Junyi Yao
    ,
    Yijiang Liu
    ,
    Zhen Dong
    ,
    Mingfei Guo
    ,
    Helan Hu
    , Kurt Keutzer,
    Li Du
    ,
    Daquan Zhou
    ,
    Shanghang Zhang
  38. SLoRA: Scalable Serving of Thousands of LoRA Adapters
    MLSys 2024 ·
    Ying Sheng
    ,
    Shiyi Cao
    ,
    Dacheng Li
    ,
    Coleman Hooper
    ,
    Nicholas Lee
    ,
    Shuo Yang
    ,
    Christopher Chou
    ,
    Banghua Zhu
    ,
    Lianmin Zheng
    , Kurt Keutzer,
    Joseph Gonzalez
    ,
    Ion Stoica
  39. Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance
    NeurIPS 2024 ·
    Haiquan Lu
    ,
    Xiaotian Liu
    ,
    Yefan Zhou
    ,
    Qunli Li
    , Kurt Keutzer,
    Michael W. Mahoney
    ,
    Yujun Yan
    ,
    Huanrui Yang
    ,
    Yaoqing Yang
  40. Sparse Refinement for Efficient High-Resolution Semantic Segmentation
    ECCV 2024 ·
    Zhijian Liu
    ,
    Zhuoyang Zhang
    ,
    Samir Khaki
    ,
    Shang Yang
    ,
    Haotian Tang
    ,
    Chenfeng Xu
    , Kurt Keutzer,
    Song Han
  41. Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting
    ICML 2024 ·
    Anthony Chen
    ,
    Huanrui Yang
    ,
    Yulu Gan
    ,
    Denis A. Gudovskiy
    ,
    Zhen Dong
    ,
    Haofan Wang
    ,
    Tomoyuki Okuno
    ,
    Yohei Nakata
    , Kurt Keutzer,
    Shanghang Zhang
  42. SqueezeLLM: Dense-and-Sparse Quantization
    ICML 2024 ·
    Sehoon Kim
    ,
    Coleman Hooper
    ,
    Amir Gholami
    ,
    Zhen Dong
    ,
    Xiuyu Li
    ,
    Sheng Shen
    ,
    Michael W. Mahoney
    , Kurt Keutzer
  43. TinyAgent: Function Calling at the Edge
    EMNLP 2024 ·
    Lutfi Eren Erdogan
    ,
    Nicholas Lee
    ,
    Siddharth Jha
    ,
    Sehoon Kim
    ,
    Ryan Tabrizi
    ,
    Suhong Moon
    ,
    Coleman Richard Charles Hooper
    ,
    Gopala Anumanchipalli
    , Kurt Keutzer,
    Amir Gholami
  44. VeCAF: Vision-language Collaborative Active Finetuning with Training Objective Awareness
    ACM MM 2024 ·
    Rongyu Zhang
    ,
    Zefan Cai
    ,
    Huanrui Yang
    ,
    Zidong Liu
    ,
    Denis A. Gudovskiy
    ,
    Tomoyuki Okuno
    ,
    Yohei Nakata
    , Kurt Keutzer,
    Baobao Chang
    ,
    Yuan Du
    ,
    Li Du
    ,
    Shanghang Zhang