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Chen, Yukang

  1. LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
    2023/09/21 by Yukang Chen, Chen, Yukang, Shengju Qian +11 · 3 voices · 18 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AI #cs.CL #cs.LG
  2. Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks
    2024/01/25 by Tianhe Ren, Shilong Liu, Ren, Tianhe +31 · 217 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
  3. LISA: Reasoning Segmentation via Large Language Model
    2023/08/01 by Lai, Xin, Tian, Zhuotao, Chen, Yukang +4 · 154 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. LongVILA: Scaling Long-Context Visual Language Models for Long Videos
    2024/08/19 by Yukang Chen, Chen, Yukang, Fuzhao Xue +33 · 76 citations
    Computer Science · #Video Analysis and Summarization #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  5. StreamingVLM: Real-Time Understanding for Infinite Video Streams
    2025/10/10 by R. Xu, Ruyi Xu, Xu, Ruyi +14 · 5 voices · 13 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
  6. NVILA: Efficient Frontier Visual Language Models
    2024/12/05 by Zhijian Liu, Liu, Zhijian, Ligeng Zhu +52 · 2 voices · 57 citations
    Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques
  7. VisionZip: Longer is Better but Not Necessary in Vision Language Models
    2024/12/05 by Senqiao Yang, Yang, Senqiao, Yukang Chen +11 · 64 citations
    Computer Science · #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) #Multimodal Machine Learning Applications
  8. Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs
    2024/06/26 by Xin Lai, Zhuotao Tian, Lai, Xin +9 · 44 citations
    Business, Management and Accounting · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scheduling and Optimization Algorithms #Semantic Web and Ontologies
  9. VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking
    2023/03/20 by Yukang Chen, Jianhui Liu, Chen, Yukang +7 · 25 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Medical Imaging and Analysis #Video Surveillance and Tracking Methods
  10. Focal Sparse Convolutional Networks for 3D Object Detection
    2022/04/26 by Chen, Yukang, Li, Yanwei, Zhang, Xiangyu +2 · 15 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Spherical Transformer for LiDAR-based 3D Recognition
    2023/03/22 by Xin Lai, Yukang Chen, Lai, Xin +7 · 16 citations
    Computer Science · Engineering · Environmental Science · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
  12. FocalFormer3D : Focusing on Hard Instance for 3D Object Detection
    2023/08/08 by Chen, Yilun, Yu, Zhiding, Chen, Yukang +4 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation
    2024/03/21 by Bohao Peng, Xiaoyang Wu, Peng, Bohao +11 · 12 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Image Processing and 3D Reconstruction #3D Shape Modeling and Analysis
  14. SEED-Story: Multimodal Long Story Generation with Large Language Model
    2024/07/11 by Shuai Yang, Yuying Ge, Yang, Shuai +11 · 14 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  15. 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
  16. Scaling RL to Long Videos
    2025/07/10 by Yukang Chen, Chen, Yukang, Wei Huang +25 · 35 citations
    Computer Science · #Video Analysis and Summarization #Advanced Vision and Imaging
  17. DetNAS: Backbone Search for Object Detection
    2019/03/26 by Yukang Chen, Chen, Yukang, Tong Yang +9 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  18. LongLive: Real-time Interactive Long Video Generation
    2025/09/26 by Yang, Shuai, Huang, Wei, Chu, Ruihang +9 · 36 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Data Pruning via Moving-one-Sample-out
    2023/10/23 by Tan, Haoru, Wu, Sitong, Du, Fei +4 · 8 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. LargeKernel3D: Scaling up Kernels in 3D Sparse CNNs
    2022/06/21 by Chen, Yukang, Liu, Jianhui, Zhang, Xiangyu +2 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. Mask-Attention-Free Transformer for 3D Instance Segmentation
    2023/09/04 by Xin Lai, Lai, Xin, Yuhui Yuan +9 · 6 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Robotics and Sensor-Based Localization #Medical Image Segmentation Techniques
  22. IST-Net: Prior-free Category-level Pose Estimation with Implicit Space Transformation
    2023/03/23 by Jianhui Liu, Liu, Jianhui, Yukang Chen +5 · 4 citations
    Computer Science · Engineering · #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robot Manipulation and Learning
  23. Reinforced Evolutionary Neural Architecture Search
    2018/08/01 by Yukang Chen, Chen, Yukang, Gaofeng Meng +11 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #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)
  24. RL-GPT: Integrating Reinforcement Learning and Code-as-policy
    2024/02/29 by Liu, Shaoteng, Yuan, Haoqi, Hu, Minda +5 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO
    2025/05/19 by Yicheng Xiao, Lin Song, Xiao, Yicheng +17 · 11 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  26. Learning Dynamic Routing for Semantic Segmentation
    2020/03/23 by Yanwei Li, Li, Yanwei, Lin Song +11 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  27. Denoising Diffusion Step-aware Models
    2023/10/05 by Yang, Shuai, Chen, Yukang, Wang, Luozhou +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  28. Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition
    2024/12/12 by Zhong, Zhisheng, Wang, Chengyao, Liu, Yuqi +12 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  29. MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs
    2024/06/20 by Zeng, Zhongshen, Liu, Yinhong, Wan, Yingjia +16 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
    2025/09/29 by Junsong Chen, Yuyang Zhao, Chen, Junsong +35 · 18 citations
    Computer Science · #Advanced Data Compression Techniques #Video Coding and Compression Technologies #Digital Filter Design and Implementation
  31. Spatial Pruned Sparse Convolution for Efficient 3D Object Detection
    2022/09/28 by Liu, Jianhui, Chen, Yukang, Ye, Xiaoqing +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Multi-Scale Aligned Distillation for Low-Resolution Detection
    2021/09/14 by Lu Qi, Jason Kuen, Qi, Lu +13 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  33. Joint Neural Architecture Search and Quantization
    2018/11/23 by Yukang Chen, Gaofeng Meng, Chen, Yukang +11 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Advanced Image and Video Retrieval Techniques
  34. TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation
    2025/07/24 by Chen, Zhekai, Chu, Ruihang, Chen, Yukang +4 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  35. ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation
    2021/08/26 by Chu, Ruihang, Chen, Yukang, Kong, Tao +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  36. SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference
    2025/10/20 by Khaki, Samir, Guo, Junxian, Tang, Jiaming +6 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. Voxel Field Fusion for 3D Object Detection
    2022/05/31 by Li, Yanwei, Qi, Xiaojuan, Chen, Yukang +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  38. Fully Convolutional Networks for Panoptic Segmentation with Point-based Supervision
    2021/08/17 by Li, Yanwei, Zhao, Hengshuang, Qi, Xiaojuan +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. 3D Aware Region Prompted Vision Language Model
    2025/09/16 by An‐Chieh Cheng, Yang Fu, Cheng, An-Chieh +23 · 7 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization #Robotics and Automated Systems
  40. E2-LLM: Efficient and Extreme Length Extension of Large Language Models
    2024/01/13 by Liu, Jiaheng, Bai, Zhiqi, Zhang, Yuanxing +11 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM
    2025/10/17 by Ye, Hanrong, Yang, Chao-Han Huck, Goel, Arushi +29 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. Optimizing SLO-oriented LLM Serving with PD-Multiplexing
    2025/04/20 by Cui, Weihao, Chen, Yukang, Zhao, Han +6 · 2 citations
    #FOS: Computer and information sciences #Operating Systems (cs.OS)
  43. QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs
    2025/10/13 by Huang, Wei, Ge, Yi, Yang, Shuai +11 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)