Zhuang, Bohan

56 publications

ICLR 2026 BLADE: Block-Sparse Attention Meets Step Distillation for Efficient Video Generation Youping Gu, Xiaolong Li, Yuhao Hu, Chen Minqi, Bohan Zhuang

ICLR 2026 RAPID$^3$: Tri-Level Reinforced Acceleration Policies for Diffusion Transformer Wangbo Zhao, Yizeng Han, Zhiwei Tang, Jiasheng Tang, Pengfei Zhou, Kai Wang, Bohan Zhuang, Zhangyang Wang, Fan Wang, Yang You

ICLR 2026 Sparsity Forcing: Reinforcing Token Sparsity of MLLMs Feng Chen, Yefei He, Lequan Lin, Jing Liu, Chenhui Gou, Bohan Zhuang, Qi Wu

ICLR 2025 Are Large Vision Language Models Good Game Players? Xinyu Wang, Bohan Zhuang, Qi Wu

AAAI 2025 Channel Merging: Preserving Specialization for Merged Experts Mingyang Zhang, Jing Liu, Ganggui Ding, Linlin Ou, Xinyi Yu, Bohan Zhuang

NeurIPS 2025 FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion Akide Liu, Zeyu Zhang, Zhexin Li, Xuehai Bai, Yuanjie Xing, Yizeng Han, Jiasheng Tang, Jichao Wu, Mingyang Yang, Weihua Chen, Jiahao He, Yuanyu He, Fan Wang, Gholamreza Haffari, Bohan Zhuang

ICCV 2025 Frequency-Aware Autoregressive Modeling for Efficient High-Resolution Image Synthesis Zhuokun Chen, Jugang Fan, Zhuowei Yu, Bohan Zhuang, Mingkui Tan

WACV 2025 McCaD: Multi-Contrast MRI Conditioned Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis Sanuwani Dayarathna, Kh Tohidul Islam, Bohan Zhuang, Guang Yang, Jianfei Cai, Meng Law, Zhaolin Chen

ICCV 2025 Neighboring Autoregressive Modeling for Efficient Visual Generation Yefei He, Yuanyu He, Shaoxuan He, Feng Chen, Hong Zhou, Kaipeng Zhang, Bohan Zhuang

ICLR 2025 T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching Zizheng Pan, Bohan Zhuang, De-An Huang, Weili Nie, Zhiding Yu, Chaowei Xiao, Jianfei Cai, Anima Anandkumar

NeurIPS 2025 ZPressor: Bottleneck-Aware Compression for Scalable Feed-Forward 3DGS Weijie Wang, Donny Y. Chen, Zeyu Zhang, Duochao Shi, Akide Liu, Bohan Zhuang

ICML 2025 ZipAR: Parallel Autoregressive Image Generation Through Spatial Locality Yefei He, Feng Chen, Yuanyu He, Shaoxuan He, Hong Zhou, Kaipeng Zhang, Bohan Zhuang

ICCV 2025 ZipVL: Accelerating Vision-Language Models Through Dynamic Token Sparsity Yefei He, Feng Chen, Jing Liu, Wenqi Shao, Hong Zhou, Kaipeng Zhang, Bohan Zhuang

CVPR 2024 Efficient Stitchable Task Adaptation Haoyu He, Zizheng Pan, Jing Liu, Jianfei Cai, Bohan Zhuang

ICLR 2024 EfficientDM: Efficient Quantization-Aware Fine-Tuning of Low-Bit Diffusion Models Yefei He, Jing Liu, Weijia Wu, Hong Zhou, Bohan Zhuang

NeurIPS 2024 GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI Pengcheng Chen, Jin Ye, Guoan Wang, Yanjun Li, Zhongying Deng, Wei Li, Tianbin Li, Haodong Duan, Ziyan Huang, Yanzhou Su, Benyou Wang, Shaoting Zhang, Bin Fu, Jianfei Cai, Bohan Zhuang, Eric J Seibel, Yu Qiao, Junjun He

ECCV 2024 LongVLM: Efficient Long Video Understanding via Large Language Models Yuetian Weng, Mingfei Han, Haoyu He, Xiaojun Chang, Bohan Zhuang

NeurIPS 2024 MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views Yuedong Chen, Chuanxia Zheng, Haofei Xu, Bohan Zhuang, Andrea Vedaldi, Tat-Jen Cham, Jianfei Cai

ECCV 2024 MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images Yuedong Chen, Haofei Xu, Chuanxia Zheng, Bohan Zhuang, Marc Pollefeys, Andreas Geiger, Tat-Jen Cham, Jianfei Cai

NeurIPS 2024 MiniCache: KV Cache Compression in Depth Dimension for Large Language Models Akide Liu, Jing Liu, Zizheng Pan, Yefei He, Gholamreza Haffari, Bohan Zhuang

CVPR 2024 ModaVerse: Efficiently Transforming Modalities with LLMs Xinyu Wang, Bohan Zhuang, Qi Wu

ECCV 2024 Motion Mamba: Efficient and Long Sequence Motion Generation Zeyu Zhang, Akide Liu, Ian Reid, Richard Hartley, Bohan Zhuang, Hao Tang

ICLR 2024 Object-Aware Inversion and Reassembly for Image Editing Zhen Yang, Ganggui Ding, Wen Wang, Hao Chen, Bohan Zhuang, Chunhua Shen

ICLR 2024 QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models Jing Liu, Ruihao Gong, Xiuying Wei, Zhiwei Dong, Jianfei Cai, Bohan Zhuang

ECCV 2024 Stitched ViTs Are Flexible Vision Backbones Zizheng Pan, Jing Liu, Haoyu He, Jianfei Cai, Bohan Zhuang

NeurIPS 2024 ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification Yefei He, Luoming Zhang, Weijia Wu, Jing Liu, Hong Zhou, Bohan Zhuang

IJCAI 2023 A Survey on Efficient Training of Transformers Bohan Zhuang, Jing Liu, Zizheng Pan, Haoyu He, Yuetian Weng, Chunhua Shen

ICCV 2023 BiViT: Extremely Compressed Binary Vision Transformers Yefei He, Zhenyu Lou, Luoming Zhang, Jing Liu, Weijia Wu, Hong Zhou, Bohan Zhuang

CVPR 2023 Dynamic Focus-Aware Positional Queries for Semantic Segmentation Haoyu He, Jianfei Cai, Zizheng Pan, Jing Liu, Jing Zhang, Dacheng Tao, Bohan Zhuang

NeurIPS 2023 Efficient Test-Time Adaptation for Super-Resolution with Second-Order Degradation and Reconstruction Zeshuai Deng, Zhuokun Chen, Shuaicheng Niu, Thomas Li, Bohan Zhuang, Mingkui Tan

NeurIPS 2023 Mask Propagation for Efficient Video Semantic Segmentation Yuetian Weng, Mingfei Han, Haoyu He, Mingjie Li, Lina Yao, Xiaojun Chang, Bohan Zhuang

NeurIPS 2023 PTQD: Accurate Post-Training Quantization for Diffusion Models Yefei He, Luping Liu, Jing Liu, Weijia Wu, Hong Zhou, Bohan Zhuang

ICCV 2023 Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning Haoyu He, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang

CVPR 2023 Stitchable Neural Networks Zizheng Pan, Jianfei Cai, Bohan Zhuang

ECCV 2022 An Efficient Spatio-Temporal Pyramid Transformer for Action Detection Yuetian Weng, Zizheng Pan, Mingfei Han, Xiaojun Chang, Bohan Zhuang

CVPR 2022 Automated Progressive Learning for Efficient Training of Vision Transformers Changlin Li, Bohan Zhuang, Guangrun Wang, Xiaodan Liang, Xiaojun Chang, Yi Yang

NeurIPS 2022 EcoFormer: Energy-Saving Attention with Linear Complexity Jing Liu, Zizheng Pan, Haoyu He, Jianfei Cai, Bohan Zhuang

NeurIPS 2022 Fast Vision Transformers with HiLo Attention Zizheng Pan, Jianfei Cai, Bohan Zhuang

AAAI 2022 Less Is More: Pay Less Attention in Vision Transformers Zizheng Pan, Bohan Zhuang, Haoyu He, Jing Liu, Jianfei Cai

CVPR 2021 AQD: Towards Accurate Quantized Object Detection Peng Chen, Jing Liu, Bohan Zhuang, Mingkui Tan, Chunhua Shen

ICCV 2021 FATNN: Fast and Accurate Ternary Neural Networks Peng Chen, Bohan Zhuang, Chunhua Shen

AAAI 2021 SA-BNN: State-Aware Binary Neural Network Chunlei Liu, Peng Chen, Bohan Zhuang, Chunhua Shen, Baochang Zhang, Wenrui Ding

ICCV 2021 Scalable Vision Transformers with Hierarchical Pooling Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai

ECCV 2020 Generative Low-Bitwidth Data Free Quantization Shoukai Xu, Haokun Li, Bohan Zhuang, Jing Liu, Jiezhang Cao, Chuangrun Liang, Mingkui Tan

ICLR 2020 Role-Wise Data Augmentation for Knowledge Distillation Jie Fu, Xue Geng, Zhijian Duan, Bohan Zhuang, Xingdi Yuan, Adam Trischler, Jie Lin, Chris Pal, Hao Dong

CVPR 2020 Training Quantized Neural Networks with a Full-Precision Auxiliary Module Bohan Zhuang, Lingqiao Liu, Mingkui Tan, Chunhua Shen, Ian Reid

IJCAI 2019 Rectified Binary Convolutional Networks for Enhancing the Performance of 1-Bit DCNNs Chunlei Liu, Wenrui Ding, Xin Xia, Yuan Hu, Baochang Zhang, Jianzhuang Liu, Bohan Zhuang, Guodong Guo

CVPR 2019 Structured Binary Neural Networks for Accurate Image Classification and Semantic Segmentation Bohan Zhuang, Chunhua Shen, Mingkui Tan, Lingqiao Liu, Ian Reid

NeurIPS 2018 Discrimination-Aware Channel Pruning for Deep Neural Networks Zhuangwei Zhuang, Mingkui Tan, Bohan Zhuang, Jing Liu, Yong Guo, Qingyao Wu, Junzhou Huang, Jinhui Zhu

AAAI 2018 HCVRD: A Benchmark for Large-Scale Human-Centered Visual Relationship Detection Bohan Zhuang, Qi Wu, Chunhua Shen, Ian D. Reid, Anton van den Hengel

CVPR 2018 Parallel Attention: A Unified Framework for Visual Object Discovery Through Dialogs and Queries Bohan Zhuang, Qi Wu, Chunhua Shen, Ian Reid, Anton van den Hengel

CVPR 2018 Towards Effective Low-Bitwidth Convolutional Neural Networks Bohan Zhuang, Chunhua Shen, Mingkui Tan, Lingqiao Liu, Ian Reid

CVPR 2017 Attend in Groups: A Weakly-Supervised Deep Learning Framework for Learning from Web Data Bohan Zhuang, Lingqiao Liu, Yao Li, Chunhua Shen, Ian Reid

CVPR 2017 Sequential Person Recognition in Photo Albums with a Recurrent Network Yao Li, Guosheng Lin, Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Anton van den Hengel

ICCV 2017 Towards Context-Aware Interaction Recognition for Visual Relationship Detection Bohan Zhuang, Lingqiao Liu, Chunhua Shen, Ian Reid

CVPR 2016 Fast Training of Triplet-Based Deep Binary Embedding Networks Bohan Zhuang, Guosheng Lin, Chunhua Shen, Ian Reid