Yukang Chen
- LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
2023/09/21 by Yukang Chen, Chen, Yukang, Shengju Qian +11 · 3 voices · 27 citations
Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AI #cs.CL #cs.LG
- Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks
2024/01/25 by Tianhe Ren, Shilong Liu, Ren, Tianhe +31 · 254 citations
Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
- LISA: Reasoning Segmentation via Large Language Model
2023/08/01 by Xin Lai, Lai, Xin, Zhuotao Tian +11 · 179 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- LongVILA: Scaling Long-Context Visual Language Models for Long Videos
2024/08/19 by Yukang Chen, Fuzhao Xue, Chen, Yukang +33 · 85 citations
Computer Science · #Video Analysis and Summarization #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- StreamingVLM: Real-Time Understanding for Infinite Video Streams
2025/10/10 by Ruyi Xu, R. 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
- NVILA: Efficient Frontier Visual Language Models
2024/12/05 by Zhijian Liu, Ligeng Zhu, Liu, Zhijian +52 · 2 voices · 60 citations
Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques
- VisionZip: Longer is Better but Not Necessary in Vision Language Models
2024/12/05 by Senqiao Yang, Yang, Senqiao, Yukang Chen +11 · 69 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
- Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs
2024/06/26 by Xin Lai, Zhuotao Tian, Lai, Xin +9 · 54 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
- VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking
2023/03/20 by Yukang Chen, Jianhui Liu, Chen, Yukang +7 · 28 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Medical Imaging and Analysis #Video Surveillance and Tracking Methods
- Spherical Transformer for LiDAR-based 3D Recognition
2023/03/22 by Xin Lai, Yukang Chen, Lai, Xin +7 · 21 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
- OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation
2024/03/21 by Bohao Peng, Xiaoyang Wu, Peng, Bohao +11 · 15 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Image Processing and 3D Reconstruction #3D Shape Modeling and Analysis
- FocalFormer3D : Focusing on Hard Instance for 3D Object Detection
2023/08/08 by Yilun Chen, Zhiding Yu, Chen, Yilun +11 · 11 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
- DetNAS: Backbone Search for Object Detection
2019/03/26 by Yukang Chen, Tong Yang, Chen, Yukang +9 · 11 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
- SEED-Story: Multimodal Long Story Generation with Large Language Model
2024/07/11 by Shuai Yang, Yuying Ge, Yang, Shuai +11 · 15 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Data Pruning via Moving-one-Sample-out
2023/10/23 by Haoru Tan, Tan, Haoru, Sitong Wu +11 · 11 citations
Computer Science · #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) #Machine Learning and ELM
- Scaling RL to Long Videos
2025/07/10 by Yukang Chen, Wei Huang, Chen, Yukang +25 · 35 citations
Computer Science · #Video Analysis and Summarization #Advanced Vision and Imaging
- Mask-Attention-Free Transformer for 3D Instance Segmentation
2023/09/04 by Xin Lai, Lai, Xin, Yuhui Yuan +9 · 7 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Robotics and Sensor-Based Localization #Medical Image Segmentation Techniques
- OA-CNNs: Omni-Adaptive Sparse CNNs for 3D Semantic Segmentation
2024/06/16 by Bohao Peng, Xiaoyang Wu, Jiang Li +4 · 1 voice · 8 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Graphics and Visualization Techniques
- IST-Net: Prior-free Category-level Pose Estimation with Implicit Space Transformation
2023/03/23 by Jianhui Liu, Yukang Chen, Liu, Jianhui +5 · 5 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
- Voxel Field Fusion for 3D Object Detection
2022/05/31 by Yanwei Li, Xiaojuan Qi, Li, Yanwei +11 · 4 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- 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)
- 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
- 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
- Joint Neural Architecture Search and Quantization
2018/11/23 by Yukang Chen, Chen, Yukang, Gaofeng Meng +11 · 4 citations
Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Advanced Image and Video Retrieval Techniques
- 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
- 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
- ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation
2021/08/26 by Ruihang Chu, Yukang Chen, Chu, Ruihang +7 · 1 citation
Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- 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