A fast efficient architecture for MPEG-4 zerotree encoder. - Chao Xu 006; Yi-Zhen Zhang 001; Xin Fan; Qing-Yun Shi (ICME (1), 2002)

A Simple Zerotree Encoder Architecture based on MPEG-4 Texture Coding. - Chao Xu 006; Xin Fan; Yong M. Yang (SIP, 2003)

Bit-plane and pass dual parallel architecture for coefficient bit modeling in JPEG2000. - Chao Xu 006; Yanju Han; Yizhen Zhang 001 (ICASSP (5), 2004)

An improved bit-plane and pass dual parallel architecture for coefficient bit modeling in JPEG2000. - Yanju Han; Chao Xu 006; Yizhen Zhang 001 (ASP-DAC, 2005)

Analysis and high performance parallel architecture design for EBCOT in JPEG2000. - Yi-Zhen Zhang 001; Chao Xu 006 (ICIP (3), 2005)

Progressive Technique for Rate Distortion Optimization in JPEG2000. - Yi-Zhen Zhang 001; Chao Xu 006 (APCCAS, 2006)

Matrix Factorization for Fast DCT Algorithms. - Wenjia Yuan; Pengwei Hao; Chao Xu 006 (ICASSP (3), 2006)

Coefficient, Pass and Code-Block Parallel Architecture for FBP Coding in JPEG2000. - Xin Fan; Chao Xu 006 (ICECS, 2006)

Fast and Efficient Basis Selection Methods for Embedded Wavelet Packet Image Coding. - Yongming Yang; Chao Xu 006 (ICIAR (1), 2006)

A Memory-Saving System Including DWT and EC for JPEG2000 Implementation. - Chao Xu 006; Yanju Han; Su-Fang Hu (ICIP, 2006)

Analysis and Effective Parallel Technique for Rate-Distortion Optimization in JPEG2000. - Yizhen Zhang 001; Chao Xu 006 (ICIP, 2006)

Fast wavelet packet basis selection for block-partitioning image coding. - Yongming Yang; Chao Xu 006 (ISCAS, 2006)

Performance Analysis and Architecture Design for Parallel EBCOT Encoder of JPEG2000. - Yi-Zhen Zhang 001; Chao Xu 006; Wentao Wang; Liang-Bin Chen (IEEE Trans. Circuits Syst. Video Technol., 2007)

Unbiased active learning for image retrieval. - Bo Geng; Linjun Yang; Zheng-Jun Zha; Chao Xu 006; Xian-Sheng Hua 001 (ICME, 2008)

Comparison between JPEG2000 and H.264 for digital cinema. - Boxin Shi; Lin Liu; Chao Xu 006 (ICME, 2008)

Collaborative learning for image and video annotation. - Bo Geng; Linjun Yang; Chao Xu 006; Xian-Sheng Hua 001 (Multimedia Information Retrieval, 2008)

A wavelet packet based block-partitioning image coding algorithm with rate-distortion optimization. - Yongming Yang; Chao Xu 006 (Sci. China Ser. F Inf. Sci., 2008)

Color Correction and Compression for Multi-view Video Using H.264 Features. - Boxin Shi; Yangxi Li; Lin Liu; Chao Xu 006 (ACCV (3), 2009)

A Study of Language Model for Image Retrieval. - Bo Geng; Linjun Yang; Chao Xu 006 (ICDM Workshops, 2009)

Integrating Color Constancy into Multi-view Video Coding. - Yangxi Li; Boxin Shi; Chao Xu 006 (ICIG, 2009)

Intrinsic Image Decomposition Using Color Invariant Edge. - Boxin Shi; Yangxi Li; Chao Xu 006 (ICIG, 2009)

Block-based color correction algorithm for multi-view video coding. - Boxin Shi; Yangxi Li; Lin Liu; Chao Xu 006 (ICME, 2009)

Content-aware Ranking for visual search. - Bo Geng; Linjun Yang; Chao Xu 006; Xian-Sheng Hua 001 (CVPR, 2010)

Self-calibrating photometric stereo. - Boxin Shi; Yasuyuki Matsushita; Yichen Wei; Chao Xu 006; Ping Tan (CVPR, 2010)

Combining feature selectors in a product advertisement classification system. - Yong Luo 002; Yangxi Li; Chao Zhou; Chao Xu 006 (ACPR, 2011)

Learning to Combine Ad-hoc Ranking Functions for Image Retrieval. - Yangxi Li; Bo Geng; Chao Zhou; Chao Xu 006 (ICDM Workshops, 2011)

Real-time human tracking based on switching linear dynamic system combined with adaptive Meanshift tracker. - Zheyuan Li; Hong Liu 008; Chao Xu 006 (ICIP, 2011)

Fast visual word quantization via spatial neighborhood boosting. - Ruixin Xu; Miaojing Shi; Bo Geng; Chao Xu 006 (ICME, 2011)

The role of attractiveness in web image search. - Bo Geng; Linjun Yang; Chao Xu 006; Xian-Sheng Hua 001; Shipeng Li 001 (ACM Multimedia, 2011)

Query expansion by spatial co-occurrence for image retrieval. - Yingfei Li; Bo Geng; Zheng-Jun Zha; Yangxi Li; Dacheng Tao; Chao Xu 006 (ACM Multimedia, 2011)

Difficulty guided image retrieval using linear multiview embedding. - Yangxi Li; Bo Geng; Zheng-Jun Zha; Dacheng Tao; Linjun Yang; Chao Xu 006 (ACM Multimedia, 2011)

Shared feature extraction for semi-supervised image classification. - Yong Luo 002; Dacheng Tao; Bo Geng; Chao Xu 006; Stephen J. Maybank (ACM Multimedia, 2011)

Query Difficulty Guided Image Retrieval System. - Yangxi Li; Yong Luo 002; Dacheng Tao; Chao Xu 006 (MMM (2), 2011)

DAML: Domain Adaptation Metric Learning. - Bo Geng; Dacheng Tao; Chao Xu 006 (IEEE Trans. Image Process., 2011)

Learning to rerank images with enhanced spatial verification. - Chang Xu 002; Yangxi Li; Chao Zhou; Chao Xu 006 (ICIP, 2012)

From Document to Image: Learning a Scalable Ranking Model for Content Based Image Retrieval. - Chao Zhou; Yangxi Li; Bo Geng; Chao Xu 006 (ICME Workshops, 2012)

Exploiting visual word co-occurrence for image retrieval. - Miaojing Shi; Xinghai Sun; Dacheng Tao; Chao Xu 006 (ACM Multimedia, 2012)

Query difficulty estimation for image retrieval. - Yangxi Li; Bo Geng; Linjun Yang; Chao Xu 006; Wei Bian (Neurocomputing, 2012)

Ensemble Manifold Regularization. - Bo Geng; Dacheng Tao; Chao Xu 006; Linjun Yang; Xian-Sheng Hua 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Ranking Model Adaptation for Domain-Specific Search. - Bo Geng; Linjun Yang; Chao Xu 006; Xian-Sheng Hua 001 (IEEE Trans. Knowl. Data Eng., 2012)

Parallel Lasso for Large-Scale Video Concept Detection. - Bo Geng; Yangxi Li; Dacheng Tao; Meng Wang 001; Zheng-Jun Zha; Chao Xu 006 (IEEE Trans. Multim., 2012)

Difficulty Guided Image Retrieval Using Linear Multiple Feature Embedding. - Yangxi Li; Bo Geng; Dacheng Tao; Zheng-Jun Zha; Linjun Yang; Chao Xu 006 (IEEE Trans. Multim., 2012)

Vector-Valued Multi-View Semi-Supervsed Learning for Multi-Label Image Classification. - Yong Luo 002; Dacheng Tao; Chang Xu 002; Dongchen Li; Chao Xu 006 (AAAI, 2013)

FIM: A Real-Time Content Based Sample Image Matching System. - Yong Luo 002; Yangxi Li; Jinhui Tu; Chao Xu 006 (ICIG, 2013)

Large-margin multi-view Gaussian process for image classification. - Chang Xu 002; Dacheng Tao; Yangxi Li; Chao Xu 006 (ICIMCS, 2013)

MagicBrush: image search by color sketch. - Xinghai Sun; Changhu Wang; Avneesh Sud; Chao Xu 006; Lei Zhang 001 (ACM Multimedia, 2013)

Indexing billions of images for sketch-based retrieval. - Xinghai Sun; Changhu Wang; Chao Xu 006; Lei Zhang 001 (ACM Multimedia, 2013)

A Survey on Multi-view Learning - Chang Xu 002; Dacheng Tao; Chao Xu 006 (CoRR, 2013)

A comprehensive study on learning to rank for content-based image retrieval. - Yangxi Li; Chao Zhou; Bo Geng; Chao Xu 006; Hong Liu 008 (Signal Process., 2013)

Manifold Regularized Multitask Learning for Semi-Supervised Multilabel Image Classification. - Yong Luo 002; Dacheng Tao; Bo Geng; Chao Xu 006; Stephen J. Maybank (IEEE Trans. Image Process., 2013)

W-Tree Indexing for Fast Visual Word Generation. - Miaojing Shi; Ruixin Xu; Dacheng Tao; Chao Xu 006 (IEEE Trans. Image Process., 2013)

Multiview Vector-Valued Manifold Regularization for Multilabel Image Classification. - Yong Luo 002; Dacheng Tao; Chang Xu 002; Chao Xu 006; Hong Liu 008; Yonggang Wen 001 (IEEE Trans. Neural Networks Learn. Syst., 2013)

Pre-Trained Multi-View Word Embedding Using Two-Side Neural Network. - Yong Luo 002; Jian Tang 005; Jun Yan 001; Chao Xu 006; Zheng Chen 001 (AAAI, 2014)

Saliency oriented object image re-ranking. - Chao Xu 006; Yuan Gao 008; Miaojing Shi (ICECS, 2014)

Large-margin Weakly Supervised Dimensionality Reduction. - Chang Xu 002; Dacheng Tao; Chao Xu 006; Yong Rui (ICML, 2014)

Multi-view Multi-task Feature Extraction for Web Image Classification. - Zhiqiang Zuo 001; Yong Luo 002; Dacheng Tao; Chao Xu 006 (ACM Multimedia, 2014)

Large-Margin Multi-ViewInformation Bottleneck. - Chang Xu 002; Dacheng Tao; Chao Xu 006 (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Decomposition-Based Transfer Distance Metric Learning for Image Classification. - Yong Luo 002; Tongliang Liu; Dacheng Tao; Chao Xu 006 (IEEE Trans. Image Process., 2014)

Low-Rank Multi-View Learning in Matrix Completion for Multi-Label Image Classification. - Meng Liu 003; Yong Luo 002; Dacheng Tao; Chao Xu 006; Yonggang Wen 001 (AAAI, 2015)

Large-Margin Multi-Label Causal Feature Learning. - Chang Xu 002; Dacheng Tao; Chao Xu 006 (AAAI, 2015)

Manifold Regularized Transfer Distance Metric Learning. - Haibo Shi; Yong Luo 002; Chao Xu 006; Yonggang Wen 001 (BMVC, 2015)

Multi-view Self-Paced Learning for Clustering. - Chang Xu 002; Dacheng Tao; Chao Xu 006 (IJCAI, 2015)

Large-margin multi-view Gaussian process. - Chang Xu 002; Dacheng Tao; Yangxi Li; Chao Xu 006 (Multim. Syst., 2015)

Multi-View Intact Space Learning. - Chang Xu 002; Dacheng Tao; Chao Xu 006 (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Multiview Matrix Completion for Multilabel Image Classification. - Yong Luo 002; Tongliang Liu; Dacheng Tao; Chao Xu 006 (IEEE Trans. Image Process., 2015)

Multi-View Learning With Incomplete Views. - Chang Xu 002; Dacheng Tao; Chao Xu 006 (IEEE Trans. Image Process., 2015)

Exploring Spatial Correlation for Visual Object Retrieval. - Miaojing Shi; Xinghai Sun; Dacheng Tao; Chao Xu 006; George Baciu; Hong Liu 008 (ACM Trans. Intell. Syst. Technol., 2015)

Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction. - Yong Luo 002; Dacheng Tao; Kotagiri Ramamohanarao; Chao Xu 006; Yonggang Wen 001 (IEEE Trans. Knowl. Data Eng., 2015)

Database Saliency for Fast Image Retrieval. - Yuan Gao 008; Miaojing Shi; Dacheng Tao; Chao Xu 006 (IEEE Trans. Multim., 2015)

Robust Extreme Multi-label Learning. - Chang Xu 002; Dacheng Tao; Chao Xu 006 (KDD, 2016)

CNNpack: Packing Convolutional Neural Networks in the Frequency Domain. - Yunhe Wang 001; Chang Xu 002; Shan You; Dacheng Tao; Chao Xu 006 (NIPS, 2016)

Parts for the Whole: The DCT Norm for Extreme Visual Recovery. - Yunhe Wang 001; Chang Xu 002; Shan You; Dacheng Tao; Chao Xu 006 (CoRR, 2016)

Streaming View Learning. - Chang Xu 002; Dacheng Tao; Chao Xu 006 (CoRR, 2016)

Streaming Label Learning for Modeling Labels on the Fly. - Shan You; Chang Xu 002; Yunhe Wang 001; Chao Xu 006; Dacheng Tao (CoRR, 2016)

Large Margin Multi-Modal Multi-Task Feature Extraction for Image Classification. - Yong Luo 002; Yonggang Wen 001; Dacheng Tao; Jie Gui; Chao Xu 006 (IEEE Trans. Image Process., 2016)

DCT Inspired Feature Transform for Image Retrieval and Reconstruction. - Yunhe Wang 001; Miaojing Shi; Shan You; Chao Xu 006 (IEEE Trans. Image Process., 2016)

Local Rademacher Complexity for Multi-Label Learning. - Chang Xu 002; Tongliang Liu; Dacheng Tao; Chao Xu 006 (IEEE Trans. Image Process., 2016)

Cost-Sensitive Feature Selection via F-Measure Optimization Reduction. - Meng Liu 003; Chang Xu 002; Yong Luo 002; Chao Xu 006; Yonggang Wen 001; Dacheng Tao (AAAI, 2017)

Beyond RPCA: Flattening Complex Noise in the Frequency Domain. - Yunhe Wang 001; Chang Xu 002; Chao Xu 006; Dacheng Tao (AAAI, 2017)

Fast Compressive Phase Retrieval under Bounded Noise. - Hongyang Zhang 001; Shan You; Zhouchen Lin; Chao Xu 006 (AAAI, 2017)

Beyond Filters: Compact Feature Map for Portable Deep Model. - Yunhe Wang 001; Chang Xu 002; Chao Xu 006; Dacheng Tao (ICML, 2017)

Fast SVM Trained by Divide-and-Conquer Anchors. - Meng Liu 003; Chang Xu 002; Chao Xu 006; Dacheng Tao (IJCAI, 2017)

Multi-Positive and Unlabeled Learning. - Yixing Xu; Chang Xu 002; Chao Xu 006; Dacheng Tao (IJCAI, 2017)

Privileged Multi-label Learning. - Shan You; Chang Xu 002; Yunhe Wang 001; Chao Xu 006; Dacheng Tao (IJCAI, 2017)

Learning from Multiple Teacher Networks. - Shan You; Chang Xu 002; Chao Xu 006; Dacheng Tao (KDD, 2017)

Towards Evolutional Compression. - Yunhe Wang 001; Chang Xu 002; Jiayan Qiu; Chao Xu 006; Dacheng Tao (CoRR, 2017)

How do you smile? Towards a comprehensive smile analysis system. - Pingping Wu; Hong Liu 008; Chao Xu 006; Yuan Gao 008; Zheyuan Li; Xuewu Zhang 003 (Neurocomputing, 2017)

DCT Regularized Extreme Visual Recovery. - Yunhe Wang 001; Chang Xu 002; Shan You; Chao Xu 006; Dacheng Tao (IEEE Trans. Image Process., 2017)

Reinforced Multi-Label Image Classification by Exploring Curriculum. - Shiyi He; Chang Xu 002; Tianyu Guo 001; Chao Xu 006; Dacheng Tao (AAAI, 2018)

Adversarial Learning of Portable Student Networks. - Yunhe Wang 001; Chang Xu 002; Chao Xu 006; Dacheng Tao (AAAI, 2018)

Learning With Single-Teacher Multi-Student. - Shan You; Chang Xu 002; Chao Xu 006; Dacheng Tao (AAAI, 2018)

Autoencoder Inspired Unsupervised Feature Selection. - Kai Han 002; Yunhe Wang 001; Chao Zhang 001; Chao Li; Chao Xu 006 (ICASSP, 2018)

Online Dictionary Learning with Confidence. - Shan You; Chang Xu 002; Chao Xu 006 (ICDM, 2018)

Towards Evolutionary Compression. - Yunhe Wang 001; Chang Xu 002; Jiayan Qiu; Chao Xu 006; Dacheng Tao (KDD, 2018)

Learning Versatile Filters for Efficient Convolutional Neural Networks. - Yunhe Wang 001; Chang Xu 002; Chunjing Xu; Chao Xu 006; Dacheng Tao (NeurIPS, 2018)

Perspective-Aware CNN For Crowd Counting. - Miaojing Shi; Zhaohui Yang 003; Chao Xu 006; Qijun Chen (CoRR, 2018)

Cost-Sensitive Feature Selection by Optimizing F-Measures. - Meng Liu 003; Chang Xu 002; Yong Luo 002; Chao Xu 006; Yonggang Wen 001; Dacheng Tao (IEEE Trans. Image Process., 2018)

Smooth Deep Image Generator from Noises. - Tianyu Guo 001; Chang Xu 002; Boxin Shi; Chao Xu 006; Dacheng Tao (AAAI, 2019)

Revisiting Perspective Information for Efficient Crowd Counting. - Miaojing Shi; Zhaohui Yang 003; Chao Xu 006; Qijun Chen (CVPR, 2019)

Data-Free Learning of Student Networks. - Hanting Chen; Yunhe Wang 001; Chang Xu 002; Zhaohui Yang 003; Chuanjian Liu; Boxin Shi; Chunjing Xu; Chao Xu 006; Qi Tian 001 (ICCV, 2019)

LegoNet: Efficient Convolutional Neural Networks with Lego Filters. - Zhaohui Yang 003; Yunhe Wang 001; Chuanjian Liu; Hanting Chen; Chunjing Xu; Boxin Shi; Chao Xu 006; Chang Xu 002 (ICML, 2019)

Learning from Bad Data via Generation. - Tianyu Guo 001; Chang Xu 002; Boxin Shi; Chao Xu 006; Dacheng Tao (NeurIPS, 2019)

Multi-View Matrix Completion for Multi-Label Image Classification. - Yong Luo 002; Tongliang Liu; Dacheng Tao; Chao Xu 006 (CoRR, 2019)

Multi-view Vector-valued Manifold Regularization for Multi-label Image Classification. - Yong Luo 002; Dacheng Tao; Chang Xu 002; Chao Xu 006; Hong Liu 008; Yonggang Wen 001 (CoRR, 2019)

Bringing Giant Neural Networks Down to Earth with Unlabeled Data. - Yehui Tang; Shan You; Chang Xu 002; Boxin Shi; Chao Xu 006 (CoRR, 2019)

Packing Convolutional Neural Networks in the Frequency Domain. - Yunhe Wang 001; Chang Xu 002; Chao Xu 006; Dacheng Tao (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Distilling Portable Generative Adversarial Networks for Image Translation. - Hanting Chen; Yunhe Wang 001; Han Shu; Changyuan Wen; Chunjing Xu; Boxin Shi; Chao Xu 006; Chang Xu 002 (AAAI, 2020)

Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks. - Yehui Tang; Yunhe Wang 001; Yixing Xu; Boxin Shi; Chao Xu 006; Chunjing Xu; Chang Xu 002 (AAAI, 2020)

Reborn Filters: Pruning Convolutional Neural Networks with Limited Data. - Yehui Tang; Shan You; Chang Xu 002; Jin Han 001; Chen Qian 006; Boxin Shi; Chao Xu 006; Changshui Zhang (AAAI, 2020)

Frequency Domain Compact 3D Convolutional Neural Networks. - Hanting Chen; Yunhe Wang 001; Han Shu; Yehui Tang; Chunjing Xu; Boxin Shi; Chao Xu 006; Qi Tian 001; Chang Xu 002 (CVPR, 2020)

AdderNet: Do We Really Need Multiplications in Deep Learning? - Hanting Chen; Yunhe Wang 001; Chunjing Xu; Boxin Shi; Chao Xu 006; Qi Tian 001; Chang Xu 002 (CVPR, 2020)

On Positive-Unlabeled Classification in GAN. - Tianyu Guo 001; Chang Xu 002; Jiajun Huang; Yunhe Wang 001; Boxin Shi; Chao Xu 006; Dacheng Tao (CVPR, 2020)

Neuromorphic Camera Guided High Dynamic Range Imaging. - Jin Han 001; Chu Zhou; Peiqi Duan; Yehui Tang; Chang Xu 002; Chao Xu 006; Tiejun Huang 001; Boxin Shi (CVPR, 2020)

A Semi-Supervised Assessor of Neural Architectures. - Yehui Tang; Yunhe Wang 001; Yixing Xu; Hanting Chen; Boxin Shi; Chao Xu 006; Chunjing Xu; Qi Tian 001; Chang Xu 002 (CVPR, 2020)

CARS: Continuous Evolution for Efficient Neural Architecture Search. - Zhaohui Yang 003; Yunhe Wang 001; Xinghao Chen 001; Boxin Shi; Chao Xu 006; Chunjing Xu; Qi Tian 001; Chang Xu 002 (CVPR, 2020)

Discernible Image Compression. - Zhaohui Yang 003; Yunhe Wang 001; Chang Xu 002; Peng Du; Chao Xu 006; Chunjing Xu; Qi Tian 001 (ACM Multimedia, 2020)

SCOP: Scientific Control for Reliable Neural Network Pruning. - Yehui Tang; Yunhe Wang 001; Yixing Xu; Dacheng Tao; Chunjing Xu; Chao Xu 006; Chang Xu 002 (NeurIPS, 2020)

Searching for Low-Bit Weights in Quantized Neural Networks. - Zhaohui Yang 003; Yunhe Wang 001; Kai Han 002; Chunjing Xu; Chao Xu 006; Dacheng Tao; Chang Xu 002 (NeurIPS, 2020)

UnModNet: Learning to Unwrap a Modulo Image for High Dynamic Range Imaging. - Chu Zhou; Hang Zhao; Jin Han 001; Chang Xu 002; Chao Xu 006; Tiejun Huang 001; Boxin Shi (NeurIPS, 2020)

Discernible Compressed Images via Deep Perception Consistency. - Zhaohui Yang 003; Yunhe Wang 001; Chao Xu 006; Chang Xu 002 (CoRR, 2020)

HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens. - Zhaohui Yang 003; Yunhe Wang 001; Dacheng Tao; Xinghao Chen 001; Jianyuan Guo; Chunjing Xu; Chao Xu 006; Chang Xu 002 (CoRR, 2020)

Robust Student Network Learning. - Tianyu Guo 001; Chang Xu 002; Shiyi He; Boxin Shi; Chao Xu 006; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2020)

Pre-Trained Image Processing Transformer. - Hanting Chen; Yunhe Wang 001; Tianyu Guo 001; Chang Xu 002; Yiping Deng; Zhenhua Liu 003; Siwei Ma; Chunjing Xu; Chao Xu 006; Wen Gao 001 (CVPR, 2021)

Learning Student Networks in the Wild. - Hanting Chen; Tianyu Guo 001; Chang Xu 002; Wenshuo Li; Chunjing Xu; Chao Xu 006; Yunhe Wang 001 (CVPR, 2021)

Manifold Regularized Dynamic Network Pruning. - Yehui Tang; Yunhe Wang 001; Yixing Xu; Yiping Deng; Chao Xu 006; Dacheng Tao; Chang Xu 002 (CVPR, 2021)

HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens. - Zhaohui Yang 003; Yunhe Wang 001; Xinghao Chen 001; Jianyuan Guo; Wei Zhang 196; Chao Xu 006; Chunjing Xu; Dacheng Tao; Chang Xu 002 (CVPR, 2021)

EvIntSR-Net: Event Guided Multiple Latent Frames Reconstruction and Super-resolution. - Jin Han 001; Yixin Yang; Chu Zhou; Chao Xu 006; Boxin Shi (ICCV, 2021)

DeLiEve-Net: Deblurring Low-light Images with Light Streaks and Local Events. - Chu Zhou; Minggui Teng; Jin Han 001; Chao Xu 006; Boxin Shi (ICCVW, 2021)

Augmented Shortcuts for Vision Transformers. - Yehui Tang; Kai Han 002; Chang Xu 002; An Xiao; Yiping Deng; Chao Xu 006; Yunhe Wang 001 (NeurIPS, 2021)

Learning to dehaze with polarization. - Chu Zhou; Minggui Teng; Yufei Han; Chao Xu 006; Boxin Shi (NeurIPS, 2021)

Adder Neural Networks. - Hanting Chen; Yunhe Wang 001; Chang Xu 002; Chao Xu 006; Chunjing Xu; Tong Zhang 001 (CoRR, 2021)

Training object detectors from few weakly-labeled and many unlabeled images. - Zhaohui Yang 003; Miaojing Shi; Chao Xu 006; Vittorio Ferrari; Yannis Avrithis (Pattern Recognit., 2021)

Learning Student Networks via Feature Embedding. - Hanting Chen; Yunhe Wang 001; Chang Xu 002; Chao Xu 006; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2021)

Source-Free Domain Adaptation via Distribution Estimation. - Ning Ding; Yixing Xu; Yehui Tang; Chao Xu 006; Yunhe Wang 001; Dacheng Tao (CVPR, 2022)

Hire-MLP: Vision MLP via Hierarchical Rearrangement. - Jianyuan Guo; Yehui Tang; Kai Han 002; Xinghao Chen 001; Han Wu 009; Chao Xu 006; Chang Xu 002; Yunhe Wang 001 (CVPR, 2022)

Patch Slimming for Efficient Vision Transformers. - Yehui Tang; Kai Han 002; Yunhe Wang 001; Chang Xu 002; Jianyuan Guo; Chao Xu 006; Dacheng Tao (CVPR, 2022)

An Image Patch is a Wave: Phase-Aware Vision MLP. - Yehui Tang; Kai Han 002; Jianyuan Guo; Chang Xu 002; Yanxi Li 001; Chao Xu 006; Yunhe Wang 001 (CVPR, 2022)

Federated Learning with Positive and Unlabeled Data. - Xinyang Lin; Hanting Chen; Yixing Xu; Chao Xu 006; Xiaolin Gui; Yiping Deng; Yunhe Wang 001 (ICML, 2022)

GhostNetV2: Enhance Cheap Operation with Long-Range Attention. - Yehui Tang; Kai Han 002; Jianyuan Guo; Chang Xu 002; Chao Xu 006; Yunhe Wang 001 (NeurIPS, 2022)

Optimizing Latent Distributions for Non-Adversarial Generative Networks. - Tianyu Guo 001; Chang Xu 002; Boxin Shi; Chao Xu 006; Dacheng Tao (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Training Neural Networks by Lifted Proximal Operator Machines. - Jia Li 002; Mingqing Xiao 002; Cong Fang 001; Yue Dai 003; Chao Xu 006; Zhouchen Lin (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Polarization-Aware Low-Light Image Enhancement. - Chu Zhou; Minggui Teng; Youwei Lyu; Si Li 001; Chao Xu 006; Boxin Shi (AAAI, 2023)

Network Expansion For Practical Training Acceleration. - Ning Ding; Yehui Tang; Kai Han 002; Chao Xu 006; Yunhe Wang 001 (CVPR, 2023)

Towards Higher Ranks via Adversarial Weight Pruning. - Yuchuan Tian; Hanting Chen; Tianyu Guo 001; Chao Xu 006; Yunhe Wang 001 (NeurIPS, 2023)

GPT4Image: Can Large Pre-trained Models Help Vision Models on Perception Tasks? - Ning Ding; Yehui Tang; Zhongqian Fu; Chao Xu 006; Kai Han 002; Yunhe Wang 001 (CoRR, 2023)

PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation. - Yunhe Wang 001; Hanting Chen; Yehui Tang; Tianyu Guo 001; Kai Han 002; Ying Nie; Xutao Wang; Hailin Hu 002; Zheyuan Bai; Yun Wang; Fangcheng Liu; Zhicheng Liu 001; et al. (CoRR, 2023)

Polarization Guided HDR Reconstruction via Pixel-Wise Depolarization. - Chu Zhou; Yufei Han; Minggui Teng; Jin Han 001; Si Li 001; Chao Xu 006; Boxin Shi (IEEE Trans. Image Process., 2023)

Deblurring Low-Light Images with Events. - Chu Zhou; Minggui Teng; Jin Han 001; Jinxiu Liang; Chao Xu 006; Gang Cao; Boxin Shi (Int. J. Comput. Vis., 2023)

Hybrid High Dynamic Range Imaging fusing Neuromorphic and Conventional Images. - Jin Han 001; Yixin Yang; Peiqi Duan; Chu Zhou; Lei Ma 008; Chao Xu 006; Tie-Jun Huang 001; Imari Sato; Boxin Shi (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Image Processing GNN: Breaking Rigidity in Super-Resolution. - Yuchuan Tian; Hanting Chen; Chao Xu 006; Yunhe Wang 001 (CVPR, 2024)

Multiscale Positive-Unlabeled Detection of AI-Generated Texts. - Yuchuan Tian; Hanting Chen; Xutao Wang; Zheyuan Bai; Qinghua Zhang; Ruifeng Li; Chao Xu 006; Yunhe Wang 001 (ICLR, 2024)

Spatio-Temporal Interactive Learning for Efficient Image Reconstruction of Spiking Cameras. - Bin Fan 002; Jiaoyang Yin; Yuchao Dai; Chao Xu 006; Tiejun Huang 001; Boxin Shi (NeurIPS, 2024)

MemoryFormer : Minimize Transformer Computation by Removing Fully-Connected Layers. - Ning Ding; Yehui Tang; Haochen Qin; Zhenli Zhou; Chao Xu 006; Lin Li; Kai Han 002; Heng Liao; Yunhe Wang 001 (NeurIPS, 2024)

U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers. - Yuchuan Tian; Zhijun Tu; Hanting Chen; Jie Hu 021; Chao Xu 006; Yunhe Wang 001 (NeurIPS, 2024)

Learning to Deblur Polarized Images. - Chu Zhou; Minggui Teng; Xinyu Zhou; Chao Xu 006; Boxin Shi (CoRR, 2024)

Instruct-IPT: All-in-One Image Processing Transformer via Weight Modulation. - Yuchuan Tian; Jianhong Han; Hanting Chen; Yuanyuan Xi; Guoyang Zhang; Jie Hu 021; Chao Xu 006; Yunhe Wang 001 (CoRR, 2024)

Unified Video Reconstruction for Rolling Shutter and Global Shutter Cameras. - Bin Fan 002; Zhexiong Wan; Boxin Shi; Chao Xu 006; Yuchao Dai (IEEE Trans. Image Process., 2024)

DiC: Rethinking Conv3x3 Designs in Diffusion Models. - Yuchuan Tian; Jing Han; Chengcheng Wang; Yuchen Liang; Chao Xu 006; Hanting Chen (CVPR, 2025)

Spk2ImgMamba: Spiking Camera Image Reconstruction with Multi-Scale State Space Models. - Jiaoyang Yin; Bin Fan 002; Chao Xu 006; Tiejun Huang 001; Boxin Shi (WACV, 2025)

GPT4Image: Large Pre-trained Models Help Vision Models Learn Better on Perception Task. - Ning Ding; Yehui Tang; Zhongqian Fu; Chao Xu 006; Kai Han 002; Yunhe Wang 001 (WWW (Companion Volume), 2025)

Self-Supervised Learning for Rolling Shutter Temporal Super-Resolution. - Bin Fan 002; Ying Guo; Yuchao Dai; Chao Xu 006; Boxin Shi (IEEE Trans. Circuits Syst. Video Technol., 2025)

Post-Training Quantization for Diffusion Transformer via Hierarchical Timestep Grouping. - Ning Ding; Jing Han; Yuchuan Tian; Chao Xu 006; Kai Han 002; Yehui Tang (CoRR, 2025)

U-REPA: Aligning Diffusion U-Nets to ViTs. - Yuchuan Tian; Hanting Chen; Mengyu Zheng; Yuchen Liang; Chao Xu 006; Yunhe Wang 001 (CoRR, 2025)