On Algorithms for Sparse Multi-factor NMF. - Siwei Lyu; Xin Wang 045 (NIPS, 2013)

Fast Online Upper Body Pose Estimation from Video. - Ming-Ching Chang; Honggang Qi; Xin Wang 045; Hong Cheng 002; Siwei Lyu (BMVC, 2015)

Modeling transition patterns between events for temporal human action segmentation and classification. - Yelin Kim; Jixu Chen; Ming-Ching Chang; Xin Wang 045; Emily Mower Provost; Siwei Lyu (FG, 2015)

Co-Regularized PLSA for Multi-Modal Learning. - Xin Wang 045; Ming-Ching Chang; Yiming Ying; Siwei Lyu (AAAI, 2016)

Cancer Metastasis Detection via Spatially Structured Deep Network. - Bin Kong 001; Xin Wang 045; Zhongyu Li 002; Qi Song 001; Shaoting Zhang 001 (IPMI, 2017)

Holistic and Deep Feature Pyramids for Saliency Detection. - Shizhong Dong; Zhifan Gao; Shanhui Sun; Xin Wang 045; Ming Li 005; Heye Zhang; Guang Yang 006; Huafeng Liu 003; Shuo Li 001 (BMVC, 2018)

Invasive Cancer Detection Utilizing Compressed Convolutional Neural Network and Transfer Learning. - Bin Kong 001; Shanhui Sun; Xin Wang 045; Qi Song 001; Shaoting Zhang 001 (MICCAI (2), 2018)

Detectability and reproducibility of the olfactory fMRI signal under the influence of magnetic susceptibility artifacts in the primary olfactory cortex. - Jiaming Lu; Xin Wang 045; Zhao Qing; Zhu Li; Wen Zhang; Ying Liu; Lihua Yuan; Le Cheng; Ming Li 005; Bin Zhu 008; Xin Zhang 013; Qing X. Yang; et al. (NeuroImage, 2018)

DeepCenterline: A Multi-task Fully Convolutional Network for Centerline Extraction. - Zhihui Guo; Junjie Bai; Yi Lu 019; Xin Wang 045; Kunlin Cao; Qi Song 001; Milan Sonka; Youbing Yin (IPMI, 2019)

Residual Attention Based Network for Hand Bone Age Assessment. - Eric Wu; Bin Kong 001; Xin Wang 045; Junjie Bai; Yi Lu 019; Feng Gao; Shaoting Zhang 001; Kunlin Cao; Qi Song 001; Siwei Lyu; Youbing Yin (ISBI, 2019)

A Multi-modality Network for Cardiomyopathy Death Risk Prediction with CMR Images and Clinical Information. - Chaoyang Xia; Xiaojie Li 001; Xin Wang 045; Bin Kong 001; Yucheng Chen 003; Youbing Yin; Kunlin Cao; Qi Song 001; Siwei Lyu; Xi Wu 004 (MICCAI (2), 2019)

ACNET: Attention-based Convolution Network with Additional Discriminative Features for DCM Classification (S). - Chao Luo; Xin Wang 045; Xiaojie Li 001; Yucheng Chen 003; Jiliu Zhou; Kunlin Cao; Qi Song 001; Xi Wu 004; Youbing Yin (SEKE, 2019)

Towards Accurate and Robust Multi-Modal Medical Image Registration Using Contrastive Metric Learning. - Jinrong Hu; Shanhui Sun; Xiaodong Yang; Shuang Zhou 001; Xin Wang 045; Ying Fu 003; Jiliu Zhou; Youbing Yin; Kunlin Cao; Qi Song 001; Xi Wu 004 (IEEE Access, 2019)

Automated anatomical labeling of coronary arteries via bidirectional tree LSTMs. - Dan Wu 002; Xin Wang 045; Junjie Bai; Xiaoyang Xu; Bin Ouyang; Yuwei Li; Heye Zhang; Qi Song 001; Kunlin Cao; Youbing Yin (Int. J. Comput. Assist. Radiol. Surg., 2019)

Attention-driven Tree-structured Convolutional LSTM for High Dimensional Data Understanding. - Bin Kong 001; Xin Wang 045; Junjie Bai; Yi Lu 019; Feng Gao; Kunlin Cao; Qi Song 001; Shaoting Zhang 001; Siwei Lyu; Youbing Yin (CoRR, 2019)

Efficient algorithms for graph regularized PLSA for probabilistic topic modeling. - Xin Wang 045; Ming-Ching Chang; Lan Wang; Siwei Lyu (Pattern Recognit., 2019)

Fast Local Attack: Generating Local Adversarial Examples for Object Detectors. - Quanyu Liao; Xin Wang 045; Bin Kong 001; Siwei Lyu; Youbing Yin; Qi Song 001; Xi Wu 004 (IJCNN, 2020)

Simultaneous Classification and Segmentation of Intracranial Hemorrhage Using a Fully Convolutional Neural Network. - Danfeng Guo; Haihua Wei; Pengfei Zhao; Yue Pan; Hao-Yu Yang; Xin Wang 045; Junjie Bai; Kunlin Cao; Qi Song 001; Jun Xia 002; Feng Gao; Youbing Yin (ISBI, 2020)

Learning by Minimizing the Sum of Ranked Range. - Shu Hu 001; Yiming Ying; Xin Wang 045; Siwei Lyu (NeurIPS, 2020)

A Spatiotemporal Agent for Robust Multimodal Registration. - Ziwei Luo; Xin Wang 045; Xi Wu 004; Youbing Yin; Kunlin Cao; Qi Song 001; Jing Hu 009 (IEEE Access, 2020)

Learning tree-structured representation for 3D coronary artery segmentation. - Bin Kong 001; Xin Wang 045; Junjie Bai; Yi Lu 019; Feng Gao; Kunlin Cao; Jun Xia 002; Qi Song 001; Youbing Yin (Comput. Medical Imaging Graph., 2020)

Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting. - Xian Zhang 008; Xin Wang 045; Bin Kong 001; Youbing Yin; Qi Song 001; Siwei Lyu; Jiancheng Lv 001; Canghong Shi; Xiaojie Li 001 (CoRR, 2020)

Category-wise Attack: Transferable Adversarial Examples for Anchor Free Object Detection. - Quanyu Liao; Xin Wang 045; Bin Kong 001; Siwei Lyu; Youbing Yin; Qi Song 001; Xi Wu 004 (CoRR, 2020)

Salient Object Detection in the Distributed Cloud-Edge Intelligent Network. - Zhifan Gao; Heye Zhang; Shizhou Dong; Shanhui Sun; Xin Wang 045; Guang Yang 006; Wanqing Wu; Shuo Li 001; Victor Hugo C. de Albuquerque (IEEE Netw., 2020)

Learning physical properties in complex visual scenes: An intelligent machine for perceiving blood flow dynamics from static CT angiography imaging. - Zhifan Gao; Xin Wang 045; Shanhui Sun; Dan Wu 002; Junjie Bai; Youbing Yin; Xin Liu 023; Heye Zhang; Victor Hugo C. de Albuquerque (Neural Networks, 2020)

NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization. - Caiyong Wang; Yunlong Wang 003; Kunbo Zhang; Jawad Muhammad; Tianhao Lu; Qi Zhang 015; Qichuan Tian; Zhaofeng He; Zhenan Sun; Yiwen Zhang; Tianbao Liu; Wei Yang 006; et al. (IJCB, 2021)

TkML-AP: Adversarial Attacks to Top-k Multi-Label Learning. - Shu Hu 001; Lipeng Ke; Xin Wang 045; Siwei Lyu (ICCV, 2021)

Imperceptible Adversarial Examples For Fake Image Detection. - Quanyu Liao; Yuezun Li; Xin Wang 045; Bin Kong 001; Bin Zhu 008; Siwei Lyu; Youbing Yin; Qi Song 001; Xi Wu 004 (ICIP, 2021)

Transferable Adversarial Examples for Anchor Free Object Detection. - Quanyu Liao; Xin Wang 045; Bin Kong 001; Siwei Lyu; Bin Zhu 008; Youbing Yin; Qi Song 001; Xi Wu 004 (ICME, 2021)

Stochastic Actor-Executor-Critic for Image-to-Image Translation. - Ziwei Luo; Jing Hu 009; Xin Wang 045; Siwei Lyu; Bin Kong 001; Youbing Yin; Qi Song 001; Xi Wu 004 (IJCAI, 2021)

Face inpainting based on GAN by facial prediction and fusion as guidance information. - Xian Zhang 008; Canghong Shi; Xin Wang 045; Xi Wu 004; Xiaojie Li 001; Jiancheng Lv 001; Imran Mumtaz (Appl. Soft Comput., 2021)

TkML-AP: Adversarial Attacks to Top-k Multi-Label Learning. - Shu Hu 001; Lipeng Ke; Xin Wang 045; Siwei Lyu (CoRR, 2021)

Robust Attentive Deep Neural Network for Exposing GAN-generated Faces. - Hui Guo; Shu Hu 001; Xin Wang 045; Ming-Ching Chang; Siwei Lyu (CoRR, 2021)

End-to-end multimodal image registration via reinforcement learning. - Jing Hu 009; Ziwei Luo; Xin Wang 045; Shanhui Sun; Youbing Yin; Kunlin Cao; Qi Song 001; Siwei Lyu; Xi Wu 004 (Medical Image Anal., 2021)

Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration. - Ziwei Luo; Jing Hu 009; Xin Wang 045; Shu Hu 001; Bin Kong 001; Youbing Yin; Qi Song 001; Xi Wu 004; Siwei Lyu (AAAI, 2022)

Synergistic Network Learning and Label Correction for Noise-Robust Image Classification. - Chen Gong; Kong Bin 001; Eric J. Seibel; Xin Wang 045; Youbing Yin; Qi Song 001 (ICASSP, 2022)

Eyes Tell All: Irregular Pupil Shapes Reveal GAN-Generated Faces. - Hui Guo; Shu Hu 001; Xin Wang 045; Ming-Ching Chang; Siwei Lyu (ICASSP, 2022)

Contrastive Class-Specific Encoding for Few-Shot Object Detection. - Dizhong Lin; Ying Fu 003; Xin Wang 045; Shu Hu 001; Bin Zhu 008; Qi Song 001; Xi Wu 004; Siwei Lyu (ICME, 2022)

Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces. - Hui Guo; Shu Hu 001; Xin Wang 045; Ming-Ching Chang; Siwei Lyu (MIPR, 2022)

Ultrasonography Uterus and Fetus Segmentation with Constrained Spatial-Temporal Memory FCN. - Bin Kong 001; Xin Wang 045; Yi Lu 019; Hao-Yu Yang; Kunlin Cao; Qi Song 001; Youbing Yin (MIUA, 2022)

Robust Attentive Deep Neural Network for Detecting GAN-Generated Faces. - Hui Guo; Shu Hu 001; Xin Wang 045; Ming-Ching Chang; Siwei Lyu (IEEE Access, 2022)

Rethinking CAM in Weakly-Supervised Semantic Segmentation. - Yuqi Song; Xiaojie Li 001; Canghong Shi; Shihao Feng; Xin Wang 045; Yong Luo; Xi Wu 004 (IEEE Access, 2022)

Sum of Ranked Range Loss for Supervised Learning. - Shu Hu 001; Yiming Ying; Xin Wang 045; Siwei Lyu (J. Mach. Learn. Res., 2022)

Learning a deep dual-level network for robust DeepFake detection. - Wenbo Pu; Jing Hu 009; Xin Wang 045; Yuezun Li; Shu Hu 001; Bin Zhu 008; Rui Song 006; Qi Song 001; Xi Wu 004; Siwei Lyu (Pattern Recognit., 2022)

DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting. - Xian Zhang 008; Xin Wang 045; Canghong Shi; Zhe Yan; Xiaojie Li 001; Bin Kong 001; Siwei Lyu; Bin Zhu 008; Jiancheng Lv 001; Youbing Yin; Qi Song 001; Xi Wu 004; et al. (Pattern Recognit., 2022)

Outlier Robust Adversarial Training. - Shu Hu 001; Zhenhuan Yang; Xin Wang 045; Yiming Ying; Siwei Lyu (ACML, 2023)

Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation. - Hao Chen; Peng Zheng; Xin Wang 045; Shu Hu 001; Bin Zhu 008; Jinrong Hu; Xi Wu 004; Siwei Lyu (CVPR Workshops, 2023)

GAN-Generated Faces Detection: A Survey and New Perspectives. - Xin Wang 045; Hui Guo; Shu Hu 001; Ming-Ching Chang; Siwei Lyu (ECAI, 2023)

Detection of Real-Time Deepfakes in Video Conferencing with Active Probing and Corneal Reflection. - Hui Guo; Xin Wang 045; Siwei Lyu (ICASSP, 2023)

Controlling Neural Style Transfer with Deep Reinforcement Learning. - Chengming Feng; Jing Hu 009; Xin Wang 045; Shu Hu 001; Bin Zhu 008; Xi Wu 004; Hongtu Zhu; Siwei Lyu (IJCAI, 2023)

RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control. - Yanfei Xiang; Xin Wang 045; Shu Hu 001; Bin Zhu 008; Xiaomeng Huang; Xi Wu 004; Siwei Lyu (IROS, 2023)

Attention Guided Policy Optimization for 3D Medical Image Registration. - Jing Hu 009; Zhikun Shuai; Xin Wang 045; Shu Hu 001; Shanhui Sun; Siwei Lyu; Xi Wu 004 (IEEE Access, 2023)

Attacking Important Pixels for Anchor-free Detectors. - Yunxu Xie; Shu Hu 001; Xin Wang 045; Quanyu Liao; Bin Zhu 008; Xi Wu 004; Siwei Lyu (CoRR, 2023)

Deep Reinforcement Learning for Image-to-Image Translation. - Xin Wang 045; Ziwei Luo; Jing Hu 009; Chengming Feng; Shu Hu 001; Bin Zhu 008; Xi Wu 004; Siwei Lyu (CoRR, 2023)

Improving Cross-dataset Deepfake Detection with Deep Information Decomposition. - Shanmin Yang; Shu Hu 001; Bin Zhu 008; Ying Fu 003; Siwei Lyu; Xi Wu 004; Xin Wang 045 (CoRR, 2023)

X-Transfer: A Transfer Learning-Based Framework for Robust GAN-Generated Fake Image Detection. - Lei Zhang; Hao Chen; Shu Hu 001; Bin Zhu 008; Xi Wu 004; Jinrong Hu; Xin Wang 045 (CoRR, 2023)

UMedNeRF: Uncertainty-aware Single View Volumetric Rendering for Medical Neural Radiance Fields. - Jing Hu 009; Qinrui Fan; Shu Hu 001; Siwei Lyu; Xi Wu 004; Xin Wang 045 (CoRR, 2023)

Annotation-Efficient COVID-19 Pneumonia Lesion Segmentation Using Error-Aware Unified Semisupervised and Active Learning. - Zhenghan Fang; Junjie Bai; Xinyu Guo; Xin Wang 045; Feng Gao; Hao-Yu Yang; Bin Kong 001; Ying Hou; Kunlin Cao; Qi Song 001; Jun Xia 002; Youbing Yin (IEEE Trans. Artif. Intell., 2023)

TransDose: Transformer-based radiotherapy dose prediction from CT images guided by super-pixel-level GCN classification. - Zhengyang Jiao; Xingchen Peng; Yan Wang 015; Jianghong Xiao; Dong Nie; Xi Wu 004; Xin Wang 045; Jiliu Zhou; Dinggang Shen (Medical Image Anal., 2023)

Rank-Based Decomposable Losses in Machine Learning: A Survey. - Shu Hu 001; Xin Wang 045; Siwei Lyu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Robust CLIP-Based Detector for Exposing Diffusion Model-Generated Images. - Santosh; Li Lin; Irene Amerini; Xin Wang 045; Shu Hu 001 (AVSS, 2024)

RepMedGraf: Re-parameterization Medical Generated Radiation Field for Improved 3D Image Reconstruction. - Ruotong Sun; Fayang Liao; Jing He; Ying Liu; Wei Yi; Qinrui Fan; Shu Hu 001; Xin Wang 045; Jing Hu 009 (AVSS, 2024)

CGD-Net: A Hybrid End-to-end Network with gating decoding for Liver Tumor Segmentation from CT Images. - Xiaogang Zhu 001; Tao Liu; Ziqiu Liu; Ouyang Shaobo; Xin Wang 045; Shu Hu 001; Feng Ding 007 (AVSS, 2024)

QRNN-Transformer: Recognizing Textual Entailment. - Xiaogang Zhu 001; Zhihan Yan; Wenzhan Wang; Shu Hu 001; Xin Wang 045; Chunnian Liu (AVSS, 2024)

Preserving Fairness Generalization in Deepfake Detection. - Li Lin; Xinan He; Yan Ju; Xin Wang 045; Feng Ding 007; Shu Hu 001 (CVPR, 2024)

U-MedSAM: Uncertainty-Aware MedSAM for Medical Image Segmentation. - Xin Wang 045; Xiaoyu Liu; Peng Huang; Pu Huang; Shu Hu 001; Hongtu Zhu (MedSAM@CVPR, 2024)

Masked Conditional Diffusion Model for Enhancing Deepfake Detection. - Tiewen Chen; Shanmin Yang; Shu Hu 001; Zhenghan Fang; Ying Fu 003; Xi Wu 004; Xin Wang 045 (IJCNN, 2024)

Uncertainty-Aware Explainable Recommendation with Large Language Models. - Yicui Peng; Hao Chen; Chingsheng Lin; Guo Huang; Jinrong Hu; Hui Guo; Bin Kong 001; Shu Hu 001; Xi Wu 004; Xin Wang 045 (IJCNN, 2024)

X-Transfer: A Transfer Learning-Based Framework for GAN-Generated Fake Image Detection. - Lei Zhang; Hao Chen; Shu Hu 001; Bin Zhu 008; Chingsheng Lin; Xi Wu 004; Jinrong Hu; Xin Wang 045 (IJCNN, 2024)

MeLo: Low-Rank Adaptation is Better than Fine-Tuning for Medical Image Diagnosis. - Yitao Zhu; Zhenrong Shen 001; Zihao Zhao 002; Sheng Wang 014; Xin Wang 045; Xiangyu Zhao 003; Dinggang Shen; Qian Wang 001 (ISBI, 2024)

Robustly Optimized Deep Feature Decoupling Network for Fatty Liver Diseases Detection. - Peng Huang; Shu Hu 001; Bo Peng 006; Jiashu Zhang; Xi Wu 004; Xin Wang 045 (MICCAI (1), 2024)

Robust COVID-19 Detection in CT Images with CLIP. - Li Lin; Yamini Sri Krubha; Zhenhuan Yang; Cheng Ren; Thuc Duy Le; Irene Amerini; Xin Wang 045; Shu Hu 001 (MIPR, 2024)

Efficient Image Super-Resolution via Symmetric Visual Attention Network. - Chengxu Wu; Qinrui Fan; Shu Hu 001; Xi Wu 004; Xin Wang 045; Jing Hu 009 (CoRR, 2024)

Detecting Multimedia Generated by Large AI Models: A Survey. - Li Lin; Neeraj Gupta; Yue Zhang; Hainan Ren; Chun-Hao Liu; Feng Ding 007; Xin Wang 045; Xin Li 005; Luisa Verdoliva; Shu Hu 001 (CoRR, 2024)

Neural Radiance Fields in Medical Imaging: Challenges and Next Steps. - Xin Wang 045; Shu Hu 001; Heng Fan 001; Hongtu Zhu; Xin Li 005 (CoRR, 2024)

Robust Light-Weight Facial Affective Behavior Recognition with CLIP. - Li Lin; Sarah Papabathini; Xin Wang 045; Shu Hu 001 (CoRR, 2024)

AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark. - Li Lin; Santosh; Xin Wang 045; Shu Hu 001 (CoRR, 2024)

UU-Mamba: Uncertainty-aware U-Mamba for Cardiovascular Segmentation. - Ting Yu Tsai; Li Lin; Shu Hu 001; Connie W. Tsao; Xin Li 005; Ming-Ching Chang; Hongtu Zhu; Xin Wang 045 (CoRR, 2024)

Semi-Supervised Thyroid Nodule Detection in Ultrasound Videos. - Xiang Luo; Zhongyu Li 002; Canhua Xu; Bite Zhang; Liangliang Zhang; Jihua Zhu; Peng Huang; Xin Wang 045; Meng Yang; Shi Chang (IEEE Trans. Medical Imaging, 2024)

VB-KGN: Variational Bayesian Kernel Generation Networks for Motion Image Deblurring. - Ying Fu 003; Xinyu Zhu; Xiaojie Li 001; Xin Wang 045; Xi Wu 004; Shu Hu 001; Yi Wu; Siwei Lyu; Wei Liu 044 (IEEE Trans. Multim., 2025)

Diffusion-empowered AutoPrompt MedSAM. - Peng Huang; Shu Hu 001; Bo Peng 006; Jiashu Zhang; Hongtu Zhu; Xi Wu 004; Xin Wang 045 (CoRR, 2025)

RLMiniStyler: Light-weight RL Style Agent for Arbitrary Sequential Neural Style Generation. - Jing Hu 009; Chengming Feng; Shu Hu 001; Ming-Ching Chang; Xin Li 005; Xi Wu 004; Xin Wang 045 (CoRR, 2025)

Spotting the Fakes: A Deep Dive into GAN-Generated Face Detection. - Xin Wang 045; Ting Yu Tsai; Li Lin; Hui Guo; Shu Hu 001; Ming-Ching Chang; Pradeep K. Atrey; Siwei Lyu (ACM Trans. Multim. Comput. Commun. Appl., 2025)