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2020 – today
- 2025
[j2]Daya Guo, Dejian Yang, Haowei Zhang, Junxiao Song, Peiyi Wang, Qihao Zhu, Runxin Xu, Ruoyu Zhang, Shirong Ma, Xiao Bi, Xiaokang Zhang, Xingkai Yu, Yu Wu, Z. F. Wu, Zhibin Gou, Zhihong Shao, Zhuoshu Li, Ziyi Gao, Aixin Liu, Bing Xue, Bingxuan Wang, Bochao Wu, Bei Feng, Chengda Lu, Chenggang Zhao, Chengqi Deng, Chong Ruan, Damai Dai, Deli Chen, Dongjie Ji, Erhang Li, Fangyun Lin, Fucong Dai, Fuli Luo, Guangbo Hao, Guanting Chen, Guowei Li, Hao Zhang, Hanwei Xu, Honghui Ding, Huazuo Gao, Hui Qu, Hui Li, Jianzhong Guo, Jiashi Li, Jingchang Chen, Jingyang Yuan, Jinhao Tu, Junjie Qiu, Junlong Li, J. L. Cai, Jiaqi Ni, Jian Liang, Jin Chen, Kai Dong, Kai Hu, Kaichao You, Kaige Gao, Kang Guan, Kexin Huang, Kuai Yu, Lean Wang, Lecong Zhang, Liang Zhao, Litong Wang, Liyue Zhang, Lei Xu, Leyi Xia, Mingchuan Zhang, Minghua Zhang, Minghui Tang, Mingxu Zhou, Meng Li, Miaojun Wang, Mingming Li, Ning Tian, Panpan Huang, Peng Zhang, Qiancheng Wang, Qinyu Chen, Qiushi Du, Ruiqi Ge, Ruisong Zhang, Ruizhe Pan, Runji Wang, R. J. Chen, R. L. Jin, Ruyi Chen, Shanghao Lu, Shangyan Zhou, Shanhuang Chen, Shengfeng Ye, Shiyu Wang, Shuiping Yu, Shunfeng Zhou, Shuting Pan, S. S. Li, Shuang Zhou, Shaoqing Wu, Tao Yun, Tian Pei, Tianyu Sun, Tao Wang, Wangding Zeng, Wen Liu, Wenfeng Liang, Wenjun Gao, Wenqin Yu, Wentao Zhang, W. L. Xiao, Wei An, Xiaodong Liu, Xiaohan Wang, Xiaokang Chen, Xiaotao Nie, Xin Cheng, Xin Liu, Xin Xie, Xingchao Liu, Xinyu Yang, Xinyuan Li, Xuecheng Su, Xuheng Lin, X. Q. Li, Xiangyue Jin, Xiaojin Shen, Xiaosha Chen, Xiaowen Sun, Xiaoxiang Wang, Xinnan Song, Xinyi Zhou, Xianzu Wang, Xinxia Shan, Y. K. Li, Y. Q. Wang, Y. X. Wei, Yang Zhang, Yanhong Xu, Yao Li, Yao Zhao, Yaofeng Sun, Yaohui Wang, Yi Yu, Yichao Zhang, Yifan Shi, Yiliang Xiong, Ying He, Yishi Piao, Yisong Wang, Yixuan Tan, Yiyang Ma, Yiyuan Liu, Yongqiang Guo, Yuan Ou, Yuduan Wang, Yue Gong, Yuheng Zou, Yujia He, Yunfan Xiong, Yuxiang Luo, Yuxiang You, Yuxuan Liu, Yuyang Zhou, Y. X. Zhu, Yanping Huang, Yaohui Li, Yi Zheng, Yuchen Zhu, Yunxian Ma, Ying Tang, Yukun Zha, Yuting Yan, Z. Z. Ren, Zehui Ren, Zhangli Sha, Zhe Fu, Zhean Xu, Zhenda Xie, Zhengyan Zhang, Zhewen Hao, Zhicheng Ma, Zhigang Yan, Zhiyu Wu, Zihui Gu, Zijia Zhu, Zijun Liu, Zilin Li, Ziwei Xie, Ziyang Song, Zizheng Pan, Zhen Huang, Zhipeng Xu, Zhongyu Zhang, Zhen Zhang:
DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning. Nat. 645(8081): 633-638 (2025)- [c17]Yiyang Ma, Xingchao Liu, Xiaokang Chen, Wen Liu, Chengyue Wu, Zhiyu Wu, Zizheng Pan, Zhenda Xie, Haowei Zhang, Xingkai Yu, Liang Zhao, Yisong Wang, Jiaying Liu, Chong Ruan:
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation. CVPR 2025: 7739-7751 - [c16]Chengyue Wu, Xiaokang Chen, Zhiyu Wu, Yiyang Ma, Xingchao Liu, Zizheng Pan, Wen Liu, Zhenda Xie, Xingkai Yu, Chong Ruan, Ping Luo:
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation. CVPR 2025: 12966-12977 - [c15]Shangyu Chen, Zizheng Pan, Jianfei Cai, Dinh Q. Phung:
PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction. ICLR 2025 - [c14]Zizheng Pan, Bohan Zhuang, De-An Huang, Weili Nie, Zhiding Yu, Chaowei Xiao, Jianfei Cai, Anima Anandkumar:
T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching. ICLR 2025 - [i21]Xiaokang Chen, Zhiyu Wu, Xingchao Liu, Zizheng Pan, Wen Liu, Zhenda Xie, Xingkai Yu, Chong Ruan:
Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling. CoRR abs/2501.17811 (2025) - 2024
- [j1]Haoyu He
, Jianfei Cai, Jing Liu, Zizheng Pan, Jing Zhang, Dacheng Tao, Bohan Zhuang:
Pruning Self-Attentions Into Convolutional Layers in Single Path. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3910-3922 (2024) - [c13]Haoyu He, Zizheng Pan, Jing Liu, Jianfei Cai, Bohan Zhuang:
Efficient Stitchable Task Adaptation. CVPR 2024: 28555-28565 - [c12]Zizheng Pan, Jing Liu, Haoyu He, Jianfei Cai, Bohan Zhuang:
Stitched ViTs are Flexible Vision Backbones. ECCV (41) 2024: 258-274 - [c11]Akide Liu, Jing Liu, Zizheng Pan, Yefei He, Reza Haffari, Bohan Zhuang:
MiniCache: KV Cache Compression in Depth Dimension for Large Language Models. NeurIPS 2024 - [i20]Zizheng Pan, Bohan Zhuang, De-An Huang, Weili Nie, Zhiding Yu, Chaowei Xiao, Jianfei Cai, Anima Anandkumar:
T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching. CoRR abs/2402.14167 (2024) - [i19]Akide Liu, Jing Liu, Zizheng Pan, Yefei He, Gholamreza Haffari, Bohan Zhuang:
MiniCache: KV Cache Compression in Depth Dimension for Large Language Models. CoRR abs/2405.14366 (2024) - [i18]Shangyu Chen, Zizheng Pan, Jianfei Cai, Dinh Q. Phung:
PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction. CoRR abs/2406.05641 (2024) - [i17]Chengyue Wu, Xiaokang Chen, Zhiyu Wu, Yiyang Ma, Xingchao Liu, Zizheng Pan, Wen Liu, Zhenda Xie, Xingkai Yu, Chong Ruan, Ping Luo:
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation. CoRR abs/2410.13848 (2024) - [i16]Yiyang Ma, Xingchao Liu, Xiaokang Chen, Wen Liu, Chengyue Wu, Zhiyu Wu, Zizheng Pan, Zhenda Xie, Haowei Zhang, Xingkai Yu, Liang Zhao, Yisong Wang, Jiaying Liu, Chong Ruan:
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation. CoRR abs/2411.07975 (2024) - [i15]Zhiyu Wu, Xiaokang Chen, Zizheng Pan, Xingchao Liu, Wen Liu, Damai Dai, Huazuo Gao, Yiyang Ma, Chengyue Wu, Bingxuan Wang, Zhenda Xie, Yu Wu, Kai Hu, Jiawei Wang, Yaofeng Sun, Yukun Li, Yishi Piao, Kang Guan, Aixin Liu, Xin Xie, Yuxiang You, Kai Dong, Xingkai Yu, Haowei Zhang, Liang Zhao, Yisong Wang, Chong Ruan:
DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding. CoRR abs/2412.10302 (2024) - 2023
- [c10]Haoyu He, Jianfei Cai, Zizheng Pan, Jing Liu, Jing Zhang, Dacheng Tao, Bohan Zhuang:
Dynamic Focus-aware Positional Queries for Semantic Segmentation. CVPR 2023: 11299-11308 - [c9]Zizheng Pan, Jianfei Cai, Bohan Zhuang:
Stitchable Neural Networks. CVPR 2023: 16102-16112 - [c8]Bohan Zhuang, Jing Liu, Zizheng Pan, Haoyu He, Yuetian Weng, Chunhua Shen:
A Survey on Efficient Training of Transformers. IJCAI 2023: 6823-6831 - [i14]Bohan Zhuang, Jing Liu, Zizheng Pan, Haoyu He, Yuetian Weng, Chunhua Shen:
A Survey on Efficient Training of Transformers. CoRR abs/2302.01107 (2023) - [i13]Zizheng Pan, Jianfei Cai, Bohan Zhuang:
Stitchable Neural Networks. CoRR abs/2302.06586 (2023) - [i12]Zizheng Pan, Jing Liu, Haoyu He, Jianfei Cai, Bohan Zhuang:
Stitched ViTs are Flexible Vision Backbones. CoRR abs/2307.00154 (2023) - [i11]Haoyu He, Zizheng Pan, Jing Liu, Jianfei Cai, Bohan Zhuang:
Efficient Stitchable Task Adaptation. CoRR abs/2311.17352 (2023) - 2022
- [c7]Zizheng Pan, Bohan Zhuang, Haoyu He, Jing Liu, Jianfei Cai:
Less Is More: Pay Less Attention in Vision Transformers. AAAI 2022: 2035-2043 - [c6]Yuetian Weng, Zizheng Pan, Mingfei Han, Xiaojun Chang, Bohan Zhuang:
An Efficient Spatio-Temporal Pyramid Transformer for Action Detection. ECCV (34) 2022: 358-375 - [c5]Jing Liu, Zizheng Pan, Haoyu He, Jianfei Cai, Bohan Zhuang:
EcoFormer: Energy-Saving Attention with Linear Complexity. NeurIPS 2022 - [c4]Zizheng Pan, Jianfei Cai, Bohan Zhuang:
Fast Vision Transformers with HiLo Attention. NeurIPS 2022 - [i10]Haoyu He, Jianfei Cai, Zizheng Pan, Jing Liu, Jing Zhang, Dacheng Tao, Bohan Zhuang:
Dynamic Focus-aware Positional Queries for Semantic Segmentation. CoRR abs/2204.01244 (2022) - [i9]Zizheng Pan, Jianfei Cai, Bohan Zhuang:
Fast Vision Transformers with HiLo Attention. CoRR abs/2205.13213 (2022) - [i8]Yuetian Weng, Zizheng Pan, Mingfei Han, Xiaojun Chang, Bohan Zhuang:
An Efficient Spatio-Temporal Pyramid Transformer for Action Detection. CoRR abs/2207.10448 (2022) - [i7]Jing Liu, Zizheng Pan, Haoyu He, Jianfei Cai, Bohan Zhuang:
EcoFormer: Energy-Saving Attention with Linear Complexity. CoRR abs/2209.09004 (2022) - 2021
- [c3]Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai:
Scalable Vision Transformers with Hierarchical Pooling. ICCV 2021: 367-376 - [c2]Yuankai Qi, Zizheng Pan, Yicong Hong, Ming-Hsuan Yang, Anton van den Hengel, Qi Wu:
The Road to Know-Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation. ICCV 2021: 1635-1644 - [i6]Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai:
Scalable Visual Transformers with Hierarchical Pooling. CoRR abs/2103.10619 (2021) - [i5]Yuankai Qi, Zizheng Pan, Yicong Hong, Ming-Hsuan Yang, Anton van den Hengel, Qi Wu:
Know What and Know Where: An Object-and-Room Informed Sequential BERT for Indoor Vision-Language Navigation. CoRR abs/2104.04167 (2021) - [i4]Zizheng Pan, Bohan Zhuang, Haoyu He, Jing Liu, Jianfei Cai:
Less is More: Pay Less Attention in Vision Transformers. CoRR abs/2105.14217 (2021) - [i3]Zizheng Pan, Peng Chen, Haoyu He, Jing Liu, Jianfei Cai, Bohan Zhuang:
Mesa: A Memory-saving Training Framework for Transformers. CoRR abs/2111.11124 (2021) - [i2]Haoyu He, Jing Liu, Zizheng Pan, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang:
Pruning Self-attentions into Convolutional Layers in Single Path. CoRR abs/2111.11802 (2021) - 2020
- [c1]Yuankai Qi, Zizheng Pan, Shengping Zhang, Anton van den Hengel, Qi Wu:
Object-and-Action Aware Model for Visual Language Navigation. ECCV (10) 2020: 303-317 - [i1]Yuankai Qi, Zizheng Pan, Shengping Zhang, Anton van den Hengel, Qi Wu:
Object-and-Action Aware Model for Visual Language Navigation. CoRR abs/2007.14626 (2020)
Coauthor Index
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