Boosting up Scene Text Detectors with Guided CNN. - Xiaoyu Yue; Zhanghui Kuang; Zhaoyang Zhang 004; Zhenfang Chen; Pan He; Yu Qiao 001; Wei Zhang 010 (BMVC, 2018)

Temporal Sequence Distillation: Towards Few-Frame Action Recognition in Videos. - Zhaoyang Zhang 004; Zhanghui Kuang; Ping Luo 002; Litong Feng; Wei Zhang 010 (ACM Multimedia, 2018)

Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks. - Zhaoyang Zhang 004; Jingyu Li; Wenqi Shao; Zhanglin Peng; Ruimao Zhang; Xiaogang Wang 001; Ping Luo 002 (ICCV, 2019)

AdaX: Adaptive Gradient Descent with Exponential Long Term Memory. - Wenjie Li; Zhaoyang Zhang 004; Xinjiang Wang; Ping Luo 002 (CoRR, 2020)

STAR: A Structure-aware Lightweight Transformer for Real-time Image Enhancement. - Zhaoyang Zhang 004; Yitong Jiang; Jun Jiang; Xiaogang Wang 001; Ping Luo 002; Jinwei Gu (ICCV, 2021)

Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution. - Zhaoyang Zhang 004; Wenqi Shao; Jinwei Gu; Xiaogang Wang 001; Ping Luo 002 (ICML, 2021)

FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware Transformation. - Chaofan Tao; Rui Lin; Quan Chen 007; Zhaoyang Zhang 004; Ping Luo 002; Ngai Wong 001 (CoRR, 2021)

BWCP: Probabilistic Learning-to-Prune Channels for ConvNets via Batch Whitening. - Wenqi Shao; Hang Yu; Zhaoyang Zhang 004; Hang Xu 004; Zhenguo Li; Ping Luo 002 (CoRR, 2021)

Dynamic Token Normalization Improves Vision Transformer. - Wenqi Shao; Yixiao Ge; Zhaoyang Zhang 004; Xuyuan Xu; Xiaogang Wang 001; Ying Shan; Ping Luo 002 (CoRR, 2021)

Not All Models Are Equal: Predicting Model Transferability in a Self-challenging Fisher Space. - Wenqi Shao; Xun Zhao; Yixiao Ge; Zhaoyang Zhang 004; Lei Yang 059; Xiaogang Wang 001; Ying Shan; Ping Luo 002 (ECCV (34), 2022)

Dynamic Token Normalization improves Vision Transformers. - Wenqi Shao; Yixiao Ge; Zhaoyang Zhang 004; Xuyuan Xu; Xiaogang Wang 001; Ying Shan; Ping Luo 002 (ICLR, 2022)

Real-Time Controllable Denoising for Image and Video. - Zhaoyang Zhang 004; Yitong Jiang; Wenqi Shao; Xiaogang Wang 001; Ping Luo 002; Kaimo Lin; Jinwei Gu (CVPR, 2023)

Cached Transformers: Improving Transformers with Differentiable Memory Cache. - Zhaoyang Zhang 004; Wenqi Shao; Yixiao Ge; Xiaogang Wang 001; Jinwei Gu; Ping Luo 002 (CoRR, 2023)

Cached Transformers: Improving Transformers with Differentiable Memory Cachde. - Zhaoyang Zhang 004; Wenqi Shao; Yixiao Ge; Xiaogang Wang 001; Jinwei Gu; Ping Luo 002 (AAAI, 2024)

OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models. - Wenqi Shao; Mengzhao Chen; Zhaoyang Zhang 004; Peng Xu; Lirui Zhao; Zhiqian Li; Kaipeng Zhang; Peng Gao 007; Yu Qiao 001; Ping Luo 002 (ICLR, 2024)

MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions. - Xuan Ju; Yiming Gao 007; Zhaoyang Zhang 004; Ziyang Yuan; Xintao Wang 002; Ailing Zeng; Yu Xiong; Qiang Xu 001; Ying Shan (NeurIPS, 2024)

ReVideo: Remake a Video with Motion and Content Control. - Chong Mou; Mingdeng Cao; Xintao Wang 002; Zhaoyang Zhang 004; Ying Shan; Jian Zhang 018 (NeurIPS, 2024)

Image Inpainting Models are Effective Tools for Instruction-guided Image Editing. - Xuan Ju; Junhao Zhuang; Zhaoyang Zhang 004; Yuxuan Bian; Qiang Xu 001; Ying Shan (CoRR, 2024)

Adding Multi-modal Controls to Whole-body Human Motion Generation. - Yuxuan Bian; Ailing Zeng; Xuan Ju; Xian Liu; Zhaoyang Zhang 004; Wei Liu; Qiang Xu 001 (CoRR, 2024)

BrushEdit: All-In-One Image Inpainting and Editing. - Yaowei Li; Yuxuan Bian; Xuan Ju; Zhaoyang Zhang 004; Ying Shan; Yuexian Zou; Qiang Xu 001 (CoRR, 2024)

ColorFlow: Retrieval-Augmented Image Sequence Colorization. - Junhao Zhuang; Xuan Ju; Zhaoyang Zhang 004; Yong Liu; Shiyi Zhang; Chun Yuan; Ying Shan (CoRR, 2024)

Consistent Human Image and Video Generation with Spatially Conditioned Diffusion. - Mingdeng Cao; Chong Mou; Ziyang Yuan; Xintao Wang 002; Zhaoyang Zhang 004; Ying Shan; Yinqiang Zheng (CoRR, 2024)

FAT: Frequency-Aware Transformation for Bridging Full-Precision and Low-Precision Deep Representations. - Chaofan Tao; Rui Lin; Quan Chen 007; Zhaoyang Zhang 004; Ping Luo 002; Ngai Wong 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Image Conductor: Precision Control for Interactive Video Synthesis. - Yaowei Li; Xintao Wang 002; Zhaoyang Zhang 004; Zhouxia Wang; Ziyang Yuan; Liangbin Xie; Ying Shan; Yuexian Zou (AAAI, 2025)

DiTCtrl: Exploring Attention Control in Multi-Modal Diffusion Transformer for Tuning-Free Multi-Prompt Longer Video Generation. - Minghong Cai; Xiaodong Cun; Xiaoyu Li 002; Wenze Liu; Zhaoyang Zhang 004; Yong Zhang 034; Ying Shan; Xiangyu Yue 001 (CVPR, 2025)

NVComposer: Boosting Generative Novel View Synthesis with Multiple Sparse and Unposed Images. - Lingen Li; Zhaoyang Zhang 004; Yaowei Li; Jiale Xu; Wenbo Hu 002; Xiaoyu Li 002; Weihao Cheng 002; Jinwei Gu; Tianfan Xue; Ying Shan (CVPR, 2025)

VideoPainter: Any-length Video Inpainting and Editing with Plug-and-Play Context Control. - Yuxuan Bian; Zhaoyang Zhang 004; Xuan Ju; Mingdeng Cao; Liangbin Xie; Ying Shan; Qiang Xu 001 (CoRR, 2025)

BlobCtrl: A Unified and Flexible Framework for Element-level Image Generation and Editing. - Yaowei Li; Lingen Li; Zhaoyang Zhang 004; Xiaoyu Li 002; Guangzhi Wang; Hongxiang Li; Xiaodong Cun; Ying Shan; Yuexian Zou (CoRR, 2025)

Cobra: Efficient Line Art COlorization with BRoAder References. - Junhao Zhuang; Lingen Li; Xuan Ju; Zhaoyang Zhang 004; Chun Yuan; Ying Shan (CoRR, 2025)

FlexiAct: Towards Flexible Action Control in Heterogeneous Scenarios. - Shiyi Zhang; Junhao Zhuang; Zhaoyang Zhang 004; Ying Shan; Yansong Tang (CoRR, 2025)

HaploOmni: Unified Single Transformer for Multimodal Video Understanding and Generation. - Yicheng Xiao; Lin Song 002; Rui Yang 010; Cheng Cheng; Zunnan Xu; Zhaoyang Zhang 004; Yixiao Ge; Xiu Li 001; Ying Shan (CoRR, 2025)

IC-Custom: Diverse Image Customization via In-Context Learning. - Yaowei Li; Xiaoyu Li 002; Zhaoyang Zhang 004; Yuxuan Bian; Gan Liu; Xinyuan Li; Jiale Xu; Wenbo Hu 002; Yating Liu; Lingen Li; Jing Cai; Yuexian Zou; et al. (CoRR, 2025)