Local Relation Networks for Image Recognition. - Han Hu 001; Zheng Zhang 022; Zhenda Xie; Stephen Lin 001 (ICCV, 2019)

Spatially Adaptive Inference with Stochastic Feature Sampling and Interpolation. - Zhenda Xie; Zheng Zhang 022; Xizhou Zhu; Gao Huang 001; Stephen Lin 001 (ECCV (1), 2020)

Parametric Instance Classification for Unsupervised Visual Feature learning. - Yue Cao 001; Zhenda Xie; Bin Liu 035; Yutong Lin; Zheng Zhang 022; Han Hu 001 (NeurIPS, 2020)

Propagate Yourself: Exploring Pixel-Level Consistency for Unsupervised Visual Representation Learning. - Zhenda Xie; Yutong Lin; Zheng Zhang 022; Yue Cao 001; Stephen Lin 001; Han Hu 001 (CVPR, 2021)

Long-time characterization of optical signal transmission through drone-to-ground link. - Xiao-Hui Tian; Changsheng Gu; Pengfei Fan; Mingzhe Hu; Hua-Ying Liu; Xin Ni; Ran Yang; Ji-Ning Zhang; Jian Guo; Yan-Xiao Gong; Zhenda Xie; Shi-Ning Zhu (WCSP, 2021)

Self-Supervised Learning with Swin Transformers. - Zhenda Xie; Yutong Lin; Zhuliang Yao; Zheng Zhang 022; Qi Dai 001; Yue Cao 001; Han Hu 001 (CoRR, 2021)

Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning. - Yansong Tang; Zhenyu Jiang 002; Zhenda Xie; Yue Cao 001; Zheng Zhang 022; Philip H. S. Torr; Han Hu 001 (CoRR, 2021)

Swin Transformer V2: Scaling Up Capacity and Resolution. - Ze Liu; Han Hu 001; Yutong Lin; Zhuliang Yao; Zhenda Xie; Yixuan Wei; Jia Ning; Yue Cao 001; Zheng Zhang 022; Li Dong 004; Furu Wei; Baining Guo (CVPR, 2022)

SimMIM: a Simple Framework for Masked Image Modeling. - Zhenda Xie; Zheng Zhang 022; Yue Cao 001; Yutong Lin; Jianmin Bao; Zhuliang Yao; Qi Dai 001; Han Hu 001 (CVPR, 2022)

iCAR: Bridging Image Classification and Image-text Alignment for Visual Recognition. - Yixuan Wei; Yue Cao 001; Zheng Zhang 022; Zhuliang Yao; Zhenda Xie; Han Hu 001; Baining Guo (CoRR, 2022)

Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation. - Yixuan Wei; Han Hu 001; Zhenda Xie; Zheng Zhang 022; Yue Cao 001; Jianmin Bao; Dong Chen 003; Baining Guo (CoRR, 2022)

iCLIP: Bridging Image Classification and Contrastive Language-Image Pre-training for Visual Recognition. - Yixuan Wei; Yue Cao 001; Zheng Zhang 022; Houwen Peng; Zhuliang Yao; Zhenda Xie; Han Hu 001; Baining Guo (CVPR, 2023)

Revealing the Dark Secrets of Masked Image Modeling. - Zhenda Xie; Zigang Geng; Jingcheng Hu; Zheng Zhang 022; Han Hu 001; Yue Cao 001 (CVPR, 2023)

On Data Scaling in Masked Image Modeling. - Zhenda Xie; Zheng Zhang 022; Yue Cao 001; Yutong Lin; Yixuan Wei; Qi Dai 001; Han Hu 001 (CVPR, 2023)

Improving CLIP Fine-tuning Performance. - Yixuan Wei; Han Hu 001; Zhenda Xie; Ze Liu; Zheng Zhang 022; Yue Cao 001; Jianmin Bao; Dong Chen 003; Baining Guo (ICCV, 2023)

Drone-based quantum key distribution. - Xiao-Hui Tian; Ran Yang; Ji-Ning Zhang; Hua Yu; Yao Zhang; Pengfei Fan; Mengwen Chen; Changsheng Gu; Xin Ni; Mingzhe Hu; Xun Cao; Xiaopeng Hu; et al. (CoRR, 2023)

DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models. - Damai Dai; Chengqi Deng; Chenggang Zhao; R. X. Xu; Huazuo Gao; Deli Chen; Jiashi Li; Wangding Zeng; Xingkai Yu; Y. Wu; Zhenda Xie; Y. K. Li; et al. (ACL (1), 2024)

DreamCraft3D: Hierarchical 3D Generation with Bootstrapped Diffusion Prior. - Jingxiang Sun; Bo Zhang; Ruizhi Shao; Lizhen Wang 002; Wen Liu; Zhenda Xie; Yebin Liu (ICLR, 2024)

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism. - Xiao Bi; Deli Chen; Guanting Chen 002; Shanhuang Chen; Damai Dai; Chengqi Deng; Honghui Ding; Kai Dong 003; Qiushi Du; Zhe Fu; Huazuo Gao; Kaige Gao; et al. (CoRR, 2024)

DeepSeek-Coder: When the Large Language Model Meets Programming - The Rise of Code Intelligence. - Daya Guo; Qihao Zhu; Dejian Yang; Zhenda Xie; Kai Dong 003; Wentao Zhang; Guanting Chen 002; Xiao Bi; Y. Wu; Y. K. Li; Fuli Luo; Yingfei Xiong 001; et al. (CoRR, 2024)

DeepSeek-VL: Towards Real-World Vision-Language Understanding. - Haoyu Lu; Wen Liu; Bo Zhang; Bingxuan Wang; Kai Dong 003; Bo Liu 039; Jingxiang Sun; Tongzheng Ren; Zhuoshu Li; Hao Yang; Yaofeng Sun; Chengqi Deng; et al. (CoRR, 2024)

DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence. - DeepSeek-AI; Qihao Zhu; Daya Guo; Zhihong Shao; Dejian Yang; Peiyi Wang; Runxin Xu; Y. Wu; Yukun Li; Huazuo Gao; Shirong Ma; Wangding Zeng; et al. (CoRR, 2024)

DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding. - Zhiyu Wu; Xiaokang Chen; Zizheng Pan; Xingchao Liu; Wen Liu; Damai Dai; Huazuo Gao; Yiyang Ma; Chengyue Wu; Bingxuan Wang; Zhenda Xie; Yu Wu; et al. (CoRR, 2024)

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention. - Jingyang Yuan; Huazuo Gao; Damai Dai; Junyu Luo 002; Liang Zhao; Zhengyan Zhang; Zhenda Xie; Yuxing Wei; Lean Wang; Zhiping Xiao 001; Yuqing Wang; Chong Ruan; et al. (ACL (1), 2025)

JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation. - Yiyang Ma; Xingchao Liu; Xiaokang Chen; Wen Liu; Chengyue Wu; Zhiyu Wu; Zizheng Pan; Zhenda Xie; Haowei Zhang; Xingkai Yu; Liang Zhao; Yisong Wang; et al. (CVPR, 2025)

Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation. - Chengyue Wu; Xiaokang Chen; Zhiyu Wu; Yiyang Ma; Xingchao Liu; Zizheng Pan; Wen Liu; Zhenda Xie; Xingkai Yu; Chong Ruan; Ping Luo 002 (CVPR, 2025)

Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling. - Xiaokang Chen; Zhiyu Wu; Xingchao Liu; Zizheng Pan; Wen Liu; Zhenda Xie; Xingkai Yu; Chong Ruan (CoRR, 2025)

Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention. - Jingyang Yuan; Huazuo Gao; Damai Dai; Junyu Luo 002; Liang Zhao; Zhengyan Zhang; Zhenda Xie; Y. X. Wei; Lean Wang; Zhiping Xiao 001; Yuqing Wang; Chong Ruan; et al. (CoRR, 2025)