Deep Retinex Decomposition for Low-Light Enhancement. - Chen Wei 005; Wenjing Wang 001; Wenhan Yang; Jiaying Liu 001 (BMVC, 2018)

GLADNet: Low-Light Enhancement Network with Global Awareness. - Wenjing Wang 001; Chen Wei 005; Wenhan Yang; Jiaying Liu 001 (FG, 2018)

Progressive Recurrent Learning for Visual Recognition. - Xutong Ren; Lingxi Xie; Chen Wei 005; Siyuan Qiao; Chi Su; Jiaying Liu 001; Alan L. Yuille (CoRR, 2018)

Iterative Reorganization With Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning. - Chen Wei 005; Lingxi Xie; Xutong Ren; Yingda Xia; Chi Su; Jiaying Liu 001; Qi Tian 001; Alan L. Yuille (CVPR, 2019)

CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning. - Chen Wei 005; Kihyuk Sohn; Clayton Mellina; Alan L. Yuille; Fan Yang (CVPR, 2021)

CO2: Consistent Contrast for Unsupervised Visual Representation Learning. - Chen Wei 005; Huiyu Wang; Wei Shen 002; Alan L. Yuille (ICLR, 2021)

iBOT: Image BERT Pre-Training with Online Tokenizer. - Jinghao Zhou; Chen Wei 005; Huiyu Wang; Wei Shen 002; Cihang Xie; Alan L. Yuille; Tao Kong (CoRR, 2021)

Masked Feature Prediction for Self-Supervised Visual Pre-Training. - Chen Wei 005; Haoqi Fan 001; Saining Xie; Chao-Yuan Wu; Alan L. Yuille; Christoph Feichtenhofer (CVPR, 2022)

In Defense of Image Pre-Training for Spatiotemporal Recognition. - Xianhang Li; Huiyu Wang; Chen Wei 005; Jieru Mei; Alan L. Yuille; Yuyin Zhou; Cihang Xie (ECCV (25), 2022)

CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation. - Feng Wang 047; Huiyu Wang; Chen Wei 005; Alan L. Yuille; Wei Shen 002 (ECCV (30), 2022)

Image BERT Pre-training with Online Tokenizer. - Jinghao Zhou; Chen Wei 005; Huiyu Wang; Wei Shen 002; Cihang Xie; Alan L. Yuille; Tao Kong (ICLR, 2022)

CP2: Copy-Paste Contrastive Pretraining for Semantic Segmentation. - Feng Wang 047; Huiyu Wang; Chen Wei 005; Alan L. Yuille; Wei Shen 002 (CoRR, 2022)

Masked Autoencoders Enable Efficient Knowledge Distillers. - Yutong Bai; Zeyu Wang 008; Junfei Xiao; Chen Wei 005; Huiyu Wang; Alan L. Yuille; Yuyin Zhou; Cihang Xie (CVPR, 2023)

Diffusion Models as Masked Autoencoders. - Chen Wei 005; Karttikeya Mangalam; Po-Yao Huang 001; Yanghao Li; Haoqi Fan 001; Hu Xu 001; Huiyu Wang; Cihang Xie; Alan L. Yuille; Christoph Feichtenhofer (ICCV, 2023)

SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-training. - Yuanze Lin; Chen Wei 005; Huiyu Wang; Alan L. Yuille; Cihang Xie (ICCV, 2023)

Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles. - Chaitanya Ryali; Yuan-Ting Hu; Daniel Bolya; Chen Wei 005; Haoqi Fan 001; Po-Yao Huang 001; Vaibhav Aggarwal; Arkabandhu Chowdhury; Omid Poursaeed; Judy Hoffman; Jitendra Malik; Yanghao Li; et al. (ICML, 2023)

De-Diffusion Makes Text a Strong Cross-Modal Interface. - Chen Wei 005; Chenxi Liu 001; Siyuan Qiao; Zhishuai Zhang; Alan L. Yuille; Jiahui Yu (CVPR, 2024)

Masked Autoencoders are Secretly Efficient Learners. - Zihao Wei; Chen Wei 005; Jieru Mei; Yutong Bai; Zeyu Wang 008; Xianhang Li; Hongru Zhu; Huiyu Wang; Alan L. Yuille; Yuyin Zhou; Cihang Xie (CVPR Workshops, 2024)

Tuning LayerNorm in Attention: Towards Efficient Multi-Modal LLM Finetuning. - Bingchen Zhao; Haoqin Tu; Chen Wei 005; Jieru Mei; Cihang Xie (ICLR, 2024)

Sight Beyond Text: Multi-Modal Training Enhances LLMs in Truthfulness and Ethics. - Haoqin Tu; Bingchen Zhao; Chen Wei 005; Cihang Xie (Trans. Mach. Learn. Res., 2024)

Unleashing the Power of Visual Prompting At the Pixel Level. - Junyang Wu; Xianhang Li; Chen Wei 005; Huiyu Wang; Alan L. Yuille; Yuyin Zhou; Cihang Xie (Trans. Mach. Learn. Res., 2024)

ARVideo: Autoregressive Pretraining for Self-Supervised Video Representation Learning. - Sucheng Ren; Hongru Zhu; Chen Wei 005; Yijiang Li; Alan L. Yuille; Cihang Xie (Trans. Mach. Learn. Res., 2025)

Perception Encoder: The best visual embeddings are not at the output of the network. - Daniel Bolya; Po-Yao Huang 001; Peize Sun; Jang Hyun Cho; Andrea Madotto; Chen Wei 005; Tengyu Ma 005; Jiale Zhi; Jathushan Rajasegaran; Hanoona Rasheed; Junke Wang; Marco Monteiro; et al. (CoRR, 2025)