AGNet: Attention-Guided Network for Surgical Tool Presence Detection. - Xiaowei Hu 001; Lequan Yu; Hao Chen 011; Jing Qin 001; Pheng-Ann Heng (DLMIA/ML-CDS@MICCAI, 2017)

Recurrently Aggregating Deep Features for Salient Object Detection. - Xiaowei Hu 001; Lei Zhu 003; Jing Qin 001; Chi-Wing Fu; Pheng-Ann Heng (AAAI, 2018)

Direction-Aware Spatial Context Features for Shadow Detection. - Xiaowei Hu 001; Lei Zhu 003; Chi-Wing Fu; Jing Qin 001; Pheng-Ann Heng (CVPR, 2018)

Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection. - Lei Zhu 003; Zijun Deng; Xiaowei Hu 001; Chi-Wing Fu; Xuemiao Xu; Jing Qin 001; Pheng-Ann Heng (ECCV (6), 2018)

R³Net: Recurrent Residual Refinement Network for Saliency Detection. - Zijun Deng; Xiaowei Hu 001; Lei Zhu 003; Xuemiao Xu; Jing Qin 001; Guoqiang Han; Pheng-Ann Heng (IJCAI, 2018)

Deep Attentional Features for Prostate Segmentation in Ultrasound. - Yi Wang 031; Zijun Deng; Xiaowei Hu 001; Lei Zhu 003; Xin Yang 009; Xuemiao Xu; Pheng-Ann Heng; Dong Ni 001 (MICCAI (4), 2018)

Depth-Attentional Features for Single-Image Rain Removal. - Xiaowei Hu 001; Chi-Wing Fu; Lei Zhu 003; Pheng-Ann Heng (CVPR, 2019)

Deep Multi-Model Fusion for Single-Image Dehazing. - Zijun Deng; Lei Zhu 003; Xiaowei Hu 001; Chi-Wing Fu; Xuemiao Xu; Qing Zhang 006; Jing Qin 001; Pheng-Ann Heng (ICCV, 2019)

Mask-ShadowGAN: Learning to Remove Shadows From Unpaired Data. - Xiaowei Hu 001; Yitong Jiang; Chi-Wing Fu; Pheng-Ann Heng (ICCV, 2019)

Probabilistic Multilayer Regularization Network for Unsupervised 3D Brain Image Registration. - Lihao Liu; Xiaowei Hu 001; Lei Zhu 003; Pheng-Ann Heng (MICCAI (2), 2019)

DALocNet: Improving Localization Accuracy for Domain Adaptive Object Detection. - Yushan Yu; Xuemiao Xu; Xiaowei Hu 001; Pheng-Ann Heng (IEEE Access, 2019)

SAC-Net: Spatial Attenuation Context for Salient Object Detection. - Xiaowei Hu 001; Chi-Wing Fu; Lei Zhu 003; Pheng-Ann Heng (CoRR, 2019)

Enhancing Augmented VR Interaction via Egocentric Scene Analysis. - Yang Tian; Chi-Wing Fu; Shengdong Zhao 001; Ruihui Li; Xiao Tang 005; Xiaowei Hu 001; Pheng-Ann Heng (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

CATARACTS: Challenge on automatic tool annotation for cataRACT surgery. - Hassan Al Hajj; Mathieu Lamard; Pierre-Henri Conze; Soumali Roychowdhury; Xiaowei Hu 001; Gabija Marsalkaite; Odysseas Zisimopoulos; Muneer Ahmad Dedmari; Fenqiang Zhao; Jonas Prellberg; Manish Sahu; Adrian Galdran; et al. (Medical Image Anal., 2019)

SINet: A Scale-Insensitive Convolutional Neural Network for Fast Vehicle Detection. - Xiaowei Hu 001; Xuemiao Xu; Yongjie Xiao; Hao Chen 011; Shengfeng He; Jing Qin 001; Pheng-Ann Heng (IEEE Trans. Intell. Transp. Syst., 2019)

Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound. - Yi Wang 031; Dong Ni 001; Haoran Dou; Xiaowei Hu 001; Lei Zhu 003; Xin Yang 009; Ming Xu; Jing Qin 001; Pheng-Ann Heng; Tianfu Wang 001 (IEEE Trans. Medical Imaging, 2019)

Instance Shadow Detection. - Tianyu Wang 003; Xiaowei Hu 001; Qiong Wang 001; Pheng-Ann Heng; Chi-Wing Fu (CVPR, 2020)

GrabAR: Occlusion-aware Grabbing Virtual Objects in AR. - Xiao Tang 005; Xiaowei Hu 001; Chi-Wing Fu; Daniel Cohen-Or (UIST, 2020)

Direction-Aware Spatial Context Features for Shadow Detection and Removal. - Xiaowei Hu 001; Chi-Wing Fu; Lei Zhu 003; Jing Qin 001; Pheng-Ann Heng (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Aggregating Attentional Dilated Features for Salient Object Detection. - Lei Zhu 003; Jiaxing Chen; Xiaowei Hu 001; Chi-Wing Fu; Xuemiao Xu; Jing Qin 001; Pheng-Ann Heng (IEEE Trans. Circuits Syst. Video Technol., 2020)

CANet: Cross-Disease Attention Network for Joint Diabetic Retinopathy and Diabetic Macular Edema Grading. - Xiaomeng Li 001; Xiaowei Hu 001; Lequan Yu; Lei Zhu 003; Chi-Wing Fu; Pheng-Ann Heng (IEEE Trans. Medical Imaging, 2020)

ψ-Net: Stacking Densely Convolutional LSTMs for Sub-Cortical Brain Structure Segmentation. - Lihao Liu; Xiaowei Hu 001; Lei Zhu 003; Chi-Wing Fu; Jing Qin 001; Pheng-Ann Heng (IEEE Trans. Medical Imaging, 2020)

Saliency-Aware Texture Smoothing. - Lei Zhu 003; Xiaowei Hu 001; Chi-Wing Fu; Jing Qin 001; Pheng-Ann Heng (IEEE Trans. Vis. Comput. Graph., 2020)

Learning Semantic Context from Normal Samples for Unsupervised Anomaly Detection. - Xudong Yan; Huaidong Zhang; Xuemiao Xu; Xiaowei Hu 001; Pheng-Ann Heng (AAAI, 2021)

Single-Stage Instance Shadow Detection With Bidirectional Relation Learning. - Tianyu Wang 003; Xiaowei Hu 001; Chi-Wing Fu; Pheng-Ann Heng (CVPR, 2021)

Global guidance network for breast lesion segmentation in ultrasound images. - Cheng Xue; Lei Zhu 003; Huazhu Fu; Xiaowei Hu 001; Xiaomeng Li 001; Hai Zhang; Pheng-Ann Heng (Medical Image Anal., 2021)

SAC-Net: Spatial Attenuation Context for Salient Object Detection. - Xiaowei Hu 001; Chi-Wing Fu; Lei Zhu 003; Tianyu Wang 003; Pheng-Ann Heng (IEEE Trans. Circuits Syst. Video Technol., 2021)

Learning Gated Non-Local Residual for Single-Image Rain Streak Removal. - Lei Zhu 003; Zijun Deng; Xiaowei Hu 001; Haoran Xie 001; Xuemiao Xu; Jing Qin 001; Pheng-Ann Heng (IEEE Trans. Circuits Syst. Video Technol., 2021)

Revisiting Shadow Detection: A New Benchmark Dataset for Complex World. - Xiaowei Hu 001; Tianyu Wang 003; Chi-Wing Fu; Yitong Jiang; Qiong Wang 001; Pheng-Ann Heng (IEEE Trans. Image Process., 2021)

Single-Image Real-Time Rain Removal Based on Depth-Guided Non-Local Features. - Xiaowei Hu 001; Lei Zhu 003; Tianyu Wang 003; Chi-Wing Fu; Pheng-Ann Heng (IEEE Trans. Image Process., 2021)

SALMNet: A Structure-Aware Lane Marking Detection Network. - Xuemiao Xu; Tianfei Yu; Xiaowei Hu 001; Wing W. Y. Ng; Pheng-Ann Heng (IEEE Trans. Intell. Transp. Syst., 2021)

Rotation-Oriented Collaborative Self-Supervised Learning for Retinal Disease Diagnosis. - Xiaomeng Li 001; Xiaowei Hu 001; Xiaojuan Qi 001; Lequan Yu; Wei Zhao 029; Pheng-Ann Heng; Lei Xing 001 (IEEE Trans. Medical Imaging, 2021)

Enhancing Pseudo Label Quality for Semi-supervised Domain-Generalized Medical Image Segmentation. - Huifeng Yao; Xiaowei Hu 001; Xiaomeng Li 001 (AAAI, 2022)

Learning Shadow Correspondence for Video Shadow Detection. - Xinpeng Ding; Jingwen Yang; Xiaowei Hu 001; Xiaomeng Li 001 (ECCV (17), 2022)

Enhanced Coarse-to-Fine Network for Image Restoration from Under-Display Cameras. - Yurui Zhu; Xi Wang; Xueyang Fu; Xiaowei Hu 001 (ECCV Workshops (5), 2022)

Sparse2Dense: Learning to Densify 3D Features for 3D Object Detection. - Tianyu Wang 003; Xiaowei Hu 001; Zhengzhe Liu; Chi-Wing Fu (NeurIPS, 2022)

Enhancing Pseudo Label Quality for Semi-SupervisedDomain-Generalized Medical Image Segmentation. - Huifeng Yao; Xiaowei Hu 001; Xiaomeng Li 001 (CoRR, 2022)

Dynamic Message Propagation Network for RGB-D Salient Object Detection. - Baian Chen; Zhilei Chen; Xiaowei Hu 001; Jun Xu 019; Haoran Xie 001; Mingqiang Wei; Jing Qin 001 (CoRR, 2022)

Learning Shadow Correspondence for Video Shadow Detection. - Xinpeng Ding; Jingweng Yang; Xiaowei Hu 001; Xiaomeng Li 001 (CoRR, 2022)

Demystify Transformers & Convolutions in Modern Image Deep Networks. - Jifeng Dai; Min Shi 004; Weiyun Wang; Sitong Wu; Linjie Xing; Wenhai Wang; Xizhou Zhu; Lewei Lu; Jie Zhou 001; Xiaogang Wang 001; Yu Qiao 001; Xiaowei Hu 001 (CoRR, 2022)

Video Instance Shadow Detection. - Zhenghao Xing; Tianyu Wang 003; Xiaowei Hu 001; Haoran Wu; Chi-Wing Fu; Pheng-Ann Heng (CoRR, 2022)

Matching Is Not Enough: A Two-Stage Framework for Category-Agnostic Pose Estimation. - Min Shi 004; Zihao Huang 001; Xianzheng Ma; Xiaowei Hu 001; Zhiguo Cao 001 (CVPR, 2023)

InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions. - Wenhai Wang; Jifeng Dai; Zhe Chen 017; Zhenhang Huang; Zhiqi Li; Xizhou Zhu; Xiaowei Hu 001; Tong Lu; Lewei Lu; Hongsheng Li 001; Xiaogang Wang 001; Yu Qiao 001 (CVPR, 2023)

Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior. - Jiaqi Xu; Xiaowei Hu 001; Lei Zhu 003; Qi Dou 001; Jifeng Dai; Yu Qiao 001; Pheng-Ann Heng (CVPR, 2023)

Learning Weather-General and Weather-Specific Features for Image Restoration Under Multiple Adverse Weather Conditions. - Yurui Zhu; Tianyu Wang 003; Xueyang Fu; Xuanyu Yang; Xin Guo 018; Jifeng Dai; Yu Qiao 001; Xiaowei Hu 001 (CVPR, 2023)

SILT: Shadow-aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels. - Han Yang; Tianyu Wang 003; Xiaowei Hu 001; Chi-Wing Fu (ICCV, 2023)

IDRNet: Intervention-Driven Relation Network for Semantic Segmentation. - Zhenchao Jin; Xiaowei Hu 001; Lingting Zhu; Luchuan Song; Li Yuan; Lequan Yu (NeurIPS, 2023)

TrafficMOT: A Challenging Dataset for Multi-Object Tracking in Complex Traffic Scenarios. - Lihao Liu; Yanqi Cheng; Zhongying Deng; Shujun Wang; Dongdong Chen 004; Xiaowei Hu 001; Pietro Liò; Carola-Bibiane Schönlieb; Angelica E. Avilés-Rivero (CoRR, 2023)

Representative Feature Alignment for Adaptive Object Detection. - Shan Xu 006; Huaidong Zhang; Xuemiao Xu; Xiaowei Hu 001; Yangyang Xu; Liangui Dai; Kup-Sze Choi; Pheng-Ann Heng (IEEE Trans. Circuits Syst. Video Technol., 2023)

Instance Shadow Detection With a Single-Stage Detector. - Tianyu Wang 003; Xiaowei Hu 001; Pheng-Ann Heng; Chi-Wing Fu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Deep Texture-Aware Features for Camouflaged Object Detection. - Jingjing Ren; Xiaowei Hu 001; Lei Zhu 003; Xuemiao Xu; Yangyang Xu; Weiming Wang 002; Zijun Deng; Pheng-Ann Heng (IEEE Trans. Circuits Syst. Video Technol., 2023)

Spectrum and Style Transformation Framework for Omni-Domain COVID-19 Diagnosis. - Zhenkun Wang 001; Shuangchun Gui; Xinpeng Ding; Xiaowei Hu 001; Xiaowei Xu 004; Xiaomeng Li 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Semi-supervised TEE Segmentation via Interacting with SAM Equipped with Noise-Resilient Prompting. - Sen Deng; Yidan Feng; Haoneng Lin; Yiting Fan; Alex Pui-Wai Lee; Xiaowei Hu 001; Jing Qin 001 (AAAI, 2024)

Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dependencies and Intra-Series Variations Modeling. - Guoqi Yu; Jing Zou; Xiaowei Hu 001; Angelica I. Avilés-Rivero; Jing Qin 001; Shujun Wang (ICML, 2024)

TrafficMOT: A Challenging Dataset for Multi-Object Tracking in Complex Traffic Scenarios. - Lihao Liu; Yanqi Cheng; Zhongying Deng; Shujun Wang; Dongdong Chen 001; Xiaowei Hu 001; Pietro Liò; Carola-Bibiane Schönlieb; Angelica E. Avilés-Rivero (ACM Multimedia, 2024)

Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models. - Jiaqi Xu; Mengyang Wu; Xiaowei Hu 001; Chi-Wing Fu; Qi Dou 001; Pheng-Ann Heng (CoRR, 2024)

Unveiling Deep Shadows: A Survey on Image and Video Shadow Detection, Removal, and Generation in the Era of Deep Learning. - Xiaowei Hu 001; Zhenghao Xing; Tianyu Wang 003; Chi-Wing Fu; Pheng-Ann Heng (CoRR, 2024)

MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models. - Donghao Zhou; Jiancheng Huang; Jinbin Bai; Jiaze Wang; Hao Chen 011; Guangyong Chen; Xiaowei Hu 001; Pheng-Ann Heng (CoRR, 2024)

GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI. - Tianbin Li; Yanzhou Su; Wei Li 044; Bin Fu; Zhe Chen 017; Ziyan Huang; Guoan Wang; Chenglong Ma; Ying Chen; Ming Hu; Yanjun Li 007; Pengcheng Chen; et al. (CoRR, 2024)

Video Instance Shadow Detection Under the Sun and Sky. - Zhenghao Xing; Tianyu Wang 003; Xiaowei Hu 001; Haoran Wu; Chi-Wing Fu; Pheng-Ann Heng (IEEE Trans. Image Process., 2024)

Dynamic Message Propagation Network for RGB-D and Video Salient Object Detection. - Baian Chen; Zhilei Chen; Xiaowei Hu 001; Jun Xu 019; Haoran Xie 001; Jing Qin 001; Mingqiang Wei (ACM Trans. Multim. Comput. Commun. Appl., 2024)

EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights. - Zhenghao Xing; Hao Chen 011; Binzhu Xie; Jiaqi Xu; Ziyu Guo; Xuemiao Xu; Jianye Hao; Chi-Wing Fu; Xiaowei Hu 001; Pheng-Ann Heng (CVPR, 2025)

Taming large vision model for medical image segmentation via Dual Visual Prompt Tuning. - Ruize Cui; Lanqing Liu; Jing Zou; Xiaowei Hu 001; Jialun Pei; Jing Qin 001 (Comput. Medical Imaging Graph., 2025)

MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models. - Qiao Yan; Yuchen Yuan; Xiaowei Hu 001; Yihan Wang; Jiaqi Xu; Jinpeng Li 004; Chi-Wing Fu; Pheng-Ann Heng (CoRR, 2025)

GMAI-VL-R1: Harnessing Reinforcement Learning for Multimodal Medical Reasoning. - Yanzhou Su; Tianbin Li; Jiyao Liu; Chenglong Ma; Junzhi Ning; Cheng Tang; Sibo Ju; Jin Ye 002; Pengcheng Chen; Ming Hu; Shixiang Tang; Lihao Liu; et al. (CoRR, 2025)

Demystify Transformers & Convolutions in Modern Image Deep Networks. - Xiaowei Hu 001; Min Shi 004; Weiyun Wang; Sitong Wu; Linjie Xing; Wenhai Wang; Xizhou Zhou; Lewei Lu; Jie Zhou 001; Xiaogang Wang 005; Yu Qiao 001; Jifeng Dai (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

EchoInk-R1: Exploring Audio-Visual Reasoning in Multimodal LLMs via Reinforcement Learning. - Zhenghao Xing; Xiaowei Hu 001; Chi-Wing Fu; Wenhai Wang; Jifeng Dai; Pheng-Ann Heng (CoRR, 2025)

Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making. - Yihan Wang; Qiao Yan; Zhenghao Xing; Lihao Liu; Junjun He; Chi-Wing Fu; Xiaowei Hu 001; Pheng-Ann Heng (CoRR, 2025)