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Bohan Zhuang

  1. LongVLM: Efficient Long Video Understanding via Large Language Models
    2024/04/04 by Yuetian Weng, Mingfei Han, Weng, Yuetian +7 · 53 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare #Multimodal Machine Learning Applications
  2. PTQD: Accurate Post-Training Quantization for Diffusion Models
    2023/05/18 by Yefei He, He, Yefei, Luping Liu +9 · 34 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Materials Science #Medical Image Segmentation Techniques
  3. MiniCache: KV Cache Compression in Depth Dimension for Large Language Models
    2024/05/23 by Akide Liu, Liu, Akide, Jing Liu +9 · 28 citations
    Computer Science · #Topic Modeling #Algorithms and Data Compression #Natural Language Processing Techniques
  4. GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI
    2024/08/06 by Pengcheng Chen, Ye Jin, Chen, Pengcheng +33 · 33 citations
    Computer Science · Health Professions · Medicine · #Artificial Intelligence in Healthcare #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning in Healthcare #electronic engineering #information engineering
  5. MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views
    2024/11/07 by Yuedong Chen, Chuanxia Zheng, Chen, Yuedong +11 · 35 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
  6. Towards Effective Low-bitwidth Convolutional Neural Networks
    2017/11/01 by Bohan Zhuang, Chunhua Shen, Zhuang, Bohan +7 · 10 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
  7. Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning
    2023/03/15 by Haoyu He, He, Haoyu, Jianfei Cai +7 · 14 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 #Image Enhancement Techniques #Machine Learning (cs.LG)
  8. Motion Mamba: Efficient and Long Sequence Motion Generation
    2024/03/12 by Zeyu Zhang, Zhang, Zeyu, Akide Liu +9 · 19 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Optical measurement and interference techniques
  9. Generative Low-bitwidth Data Free Quantization
    2020/03/07 by Shoukai Xu, Haokun Li, Xu, Shoukai +11 · 9 citations
    Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning
  10. ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification
    2024/05/23 by Yefei He, Luoming Zhang, He, Yefei +9 · 16 citations
    Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Packet Processing and Optimization #Parallel Computing and Optimization Techniques
  11. LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning
    2023/05/28 by Mingyang Zhang, Zhang, Mingyang, Chunhua Shen +10 · 10 citations
    Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Blind Source Separation Techniques #Neural Networks and Reservoir Computing
  12. Pruning Self-attentions into Convolutional Layers in Single Path
    2021/11/23 by Haoyu He, Jianfei Cai, He, Haoyu +11 · 7 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG)
  13. A Survey on Efficient Training of Transformers
    2023/02/02 by Bohan Zhuang, Jing Liu, Zhuang, Bohan +9 · 8 citations
    Computer Science · #Computational Physics and Python Applications #Parallel Computing and Optimization Techniques #Numerical Methods and Algorithms
  14. Scalable Vision Transformers with Hierarchical Pooling
    2021/03/19 by Zizheng Pan, Bohan Zhuang, Pan, Zizheng +7 · 6 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
  15. Less is More: Pay Less Attention in Vision Transformers
    2021/05/29 by Zizheng Pan, Pan, Zizheng, Bohan Zhuang +7 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Neural Networks and Applications #Domain Adaptation and Few-Shot Learning
  16. Stitchable Neural Networks
    2023/02/13 by Zizheng Pan, Pan, Zizheng, Jianfei Cai +3 · 8 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Human Pose and Action Recognition
  17. EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models
    2023/10/05 by Yefei He, He, Yefei, Jing Liu +7 · 9 citations
    Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Filter Design and Implementation #FOS: Computer and information sciences #Image and Signal Denoising Methods
  18. ZipVL: Efficient Large Vision-Language Models with Dynamic Token Sparsification
    2024/10/11 by Yefei He, Feng Chen, He, Yefei +11 · 15 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  19. EcoFormer: Energy-Saving Attention with Linear Complexity
    2022/09/19 by Jing Liu, Liu, Jing, Zizheng Pan +7 · 6 citations
    Computer Science · Neuroscience · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
  20. Dynamic Focus-aware Positional Queries for Semantic Segmentation
    2022/04/04 by Haoyu He, He, Haoyu, Jianfei Cai +11 · 5 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
  21. Object-aware Inversion and Reassembly for Image Editing
    2023/10/18 by Zhen Yang, Yang, Zhen, Ding, Ganggui +8 · 7 citations
    Computer Science · #Advanced Vision and Imaging #Visual Attention and Saliency Detection #Advanced Image and Video Retrieval Techniques
  22. T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching
    2024/02/21 by Zizheng Pan, Pan, Zizheng, Bohan Zhuang +13 · 7 citations
    Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods
  23. Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries
    2017/11/17 by Bohan Zhuang, Zhuang, Bohan, Qi Wu +7 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  24. QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models
    2023/10/12 by Jing Liu, Liu, Jing, Ruihao Gong +9 · 6 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 #Speech Recognition and Synthesis #Topic Modeling
  25. Mask Propagation for Efficient Video Semantic Segmentation
    2023/10/29 by Yuetian Weng, Mingfei Han, Weng, Yuetian +11 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Visual Attention and Saliency Detection #Multimodal Machine Learning Applications
  26. Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction
    2023/10/29 by Zeshuai Deng, Deng, Zeshuai, Zhuokun Chen +9 · 5 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment
  27. InfiniMotion: Mamba Boosts Memory in Transformer for Arbitrary Long Motion Generation
    2024/07/14 by Zeyu Zhang, Zhang, Zeyu, Akide Liu +13 · 6 citations
    Computer Science · #Advanced Vision and Imaging
  28. ZipAR: Parallel Auto-regressive Image Generation through Spatial Locality
    2024/12/05 by Yefei He, Feng Chen, He, Yefei +11 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Medical Image Segmentation Techniques
  29. FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion
    2025/06/05 by Akide Liu, Liu, Akide, Zeyu Zhang +26 · 10 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Image and Video Quality Assessment
  30. An Efficient Spatio-Temporal Pyramid Transformer for Action Detection
    2022/07/21 by Yuetian Weng, Zizheng Pan, Weng, Yuetian +7 · 2 citations
    Computer Science · #Human Pose and Action Recognition #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
  31. Attend in groups: a weakly-supervised deep learning framework for learning from web data
    2016/11/30 by Bohan Zhuang, Zhuang, Bohan, Lingqiao Liu +7 · 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
  32. Streaming Video Diffusion: Online Video Editing with Diffusion Models
    2024/05/30 by Chen, Feng, Zhen Yang, Bohan Zhuang +4 · 3 citations
    Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Digital Rights Management and Security #FOS: Computer and information sciences #Multimedia Communication and Technology
  33. Sharpness-aware Quantization for Deep Neural Networks
    2021/11/24 by Jing Liu, Liu, Jing, Jianfei Cai +3 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  34. ModaVerse: Efficiently Transforming Modalities with LLMs
    2024/01/12 by Xinyu Wang, Bohan Zhuang, Wang, Xinyu +3 · 2 citations
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  35. ZPressor: Bottleneck-Aware Compression for Scalable Feed-Forward 3DGS
    2025/05/29 by Weijie Wang, Wang, Weijie, Donny Y. Chen +9 · 7 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Coding and Compression Technologies
  36. End-to-end One-shot Human Parsing
    2021/05/04 by Haoyu He, He, Haoyu, Bohan Zhuang +7 · 1 citation
    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
  37. BLADE: Block-Sparse Attention Meets Step Distillation for Efficient Video Generation
    2025/08/14 by Yuheng Gu, Xiaolong Li, Gu, Youping +7 · 5 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Video Coding and Compression Technologies
  38. FocusFormer: Focusing on What We Need via Architecture Sampler
    2022/08/23 by Jing Liu, Liu, Jing, Jianfei Cai +3 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Advanced Memory and Neural Computing
  39. Care about you: towards large-scale human-centric visual relationship detection
    2017/05/28 by Bohan Zhuang, Zhuang, Bohan, Qi Wu +7 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
  40. Evaluating and Advancing Multimodal Large Language Models in Perception Ability Lens
    2024/11/22 by Chen, Feng, Chenhui Gou, Gou, Chenhui +14 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  41. McCaD: Multi-Contrast MRI Conditioned, Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis
    2024/09/01 by Sanuwani Dayarathna, Dayarathna, Sanuwani, Kh Tohidul Islam +11 · 1 citation
    Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. VolSplat: Rethinking Feed-Forward 3D Gaussian Splatting with Voxel-Aligned Prediction
    2025/09/23 by Weijie Wang, Yeqing Chen, Wang, Weijie +19 · 4 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  43. Enhancing Perception Capabilities of Multimodal LLMs with Training-Free Fusion
    2024/12/02 by Zhuokun Chen, Jennifer Hu, Chen, Zhuokun +9 · 1 citation
    Computer Science · #Semantic Web and Ontologies #Speech and dialogue systems #Natural Language Processing Techniques
  44. Geometrically-Constrained Agent for Spatial Reasoning
    2025/11/27 by Zeren Chen, Xiaoya Lu, Chen, Zeren +14 · 1 citation
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Spatial Cognition and Navigation