主要成果发表情况概述

实验室在机器学习、深度学习方向开展系统研究,在计算机视觉中的零样本学习、多智能体轨迹预测、图像分析、信息安全、生物特征识别等方面取得成果,获得多项奖励,发表多篇国际权威期刊、会议。部分工作获国际、国内发明专利授权。


  • Heng Li, Zhiyuan Yao, Bang Wu, Cuiying Gao, Teng Xu, Wei Yuan*, Xiapu Luo: Automated Malware Assembly Line:Uniting Piggybacking and Adversarial Example in Android Malware Generation. NDSS, 2025.
  • Gao Cuiying, Yueming Wu, Heng Li, Wei Yuan*, Haoyu Jiang, Yang Liu: Uncovering and Mitigating the Impact of Code Obfuscation on  Dataset Annotation with Antivirus Engines. ISSTA, 2024.
  • Litao Qiao , Bang Wu , Heng Li , Cuiying Gao , Wei Yuan* , Xiapu Luo: Trace-agnostic and Adversarial Training-resilient Website Fingerprinting Defense. INFOCOM, 2024.
  • Cuiying Gao, Gaozhun Huang, Heng Li, Bang Wu, Yueming Wu, Wei Yuan*: A Comprehensive Study of Learning-based  Android Malware Detectors under Challenging Environments. ICSE, 2024.
  • Junzhe Cai, Shuiyan Chen, Heng Li, Beihao Xia, Zimin Mao, Wei Yuan*: HARP:Let Object Detector Undergo Hyperplasia to Counter Adversarial Patches. ACM MM, 2023.
  • Heng Li,Zhang Cheng,Bang Wu,Liheng Yuan,Cuiying Gao,Wei Yuan*,Xiapu Luo: Black-box  Adversarial Example Attack towards FCG Based Android Malware Detection under Incomplete Feature Information. USENIX Security, 2023.
  • Liheng Yuan, Heng Li, Beihao Xia, Cuiying Gao, Mingyue Liu, Wei Yuan*, Xinge You: Recent Advances in Concept Drift Adaptation Methods for Deep Learning. IJCAI, 2022.
  • Kaifa Zhao, Hao Zhou, Yulin Zhu, Xian Zhan, Kai Zhou, Jianfeng Li, Le Yu, Wei Yuan, Xiapu Luo: Structural Attack against Graph Based Android Malware Detection. CCS, 2021.
  • Chengxiang Lei, Sichao Fu, Yuetian Wang, Wenhao Qiu, Yachen Hu, Qinmu Peng, Xinge You: Self-Supervised Guided Hypergraph Feature Propagation for Semi-Supervised Classification with Missing Node Features. ICASSP, 2023.
  • Shiming Chen, Ziming Hong, Guo-Sen Xie, Wenhan Yang, Qinmu Peng, Kai Wang, Jian Zhao, Xinge You: Mutually Semantic Distillation Network for Zero-Shot Learning. CVPR, 2022.
  • Shiming Chen*, Ziming Hong*, Yang Liu, Guo-Sen Xie, Baigui Sun, Hao Li, Qinmu Peng, Ke Lu, Xinge You: Attribute-guided Transformer for Zero-Shot Learning. AAAI, 2022.
  • Shiming Chen, Guo-Sen Xie, Qinmu Peng, Yang Liu, Baigui Sun, Hao Li, Xinge You, Ling Shao: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning. NeurIPS, 2021.
  • Shiming Chen, Wenjie Wang, Beihao Xia, Qinmu Peng, Xinge You, Feng Zheng, Ling Shao: Feature Refinement for Generalized Zero-shot Learning. ICCV, 2021.
  • Ziming Hong*, Shiming Chen*#, Guo-Sen Xie, Wenhan Yang, Jian Zhao, Yuanjie Shao, Qinmu Peng, Xinge You: Semantic Compression Embedding for Generative Zero-Shot Learning. IJCAI, 2022.
  • Shiming Chen, Wenjin Hou, Ziming Hong, Xiaohan Ding, Yibing Song, Xinge You, Tongliang Liu, Kun Zhang: Evolving Semantic Prototype Improves Generative Zero-Shot Learning. 40th ICML, 2023.
  • Heng Li,Zhang Cheng,Bang Wu,Liheng Yuan,Cuiying Gao,Wei Yuan,Xiapu Luo: Black-box Adversarial Example Attack towards FCG Based Android Malware Detection under Incomplete Feature Information. USENIX Sec, 2023.
  • Yuhang Wu, Tengteng Huang, Haotian Yao, Chi Zhang, Yuanjie Shao, Chuchu Han, Changxin Gao, Nong Sang: Multi-Centroid Representation Network for Domain Adaptive Person Re-ID. AAAI, 2022.
  • Kaifa Zhao,Hao Zhou,Yulin Zhu,Xian Zhan,Kai Zhou,Jianfeng Li,Le Yu,Wei Yuan,Xiapu Luo: Structural Attack against Graph Based Android Malware Detection. CCS, 2021.
  • Wenjie Wang , Yufeng Shi , Shiming Chen , Qinmu Peng , Feng Zheng,  Xinge You: Norm-guided Adaptive Visual Embedding for Zero-Shot Sketch-Based Image Retrieval. IJCAI, 2021.
  • Heng Li, Shiyao Zhou, Wei Yuan, Xiapu Luo, Cuiying Gao, Shuiyan Chen: Robust Android Malware Detection Against Adversarial Example Attacks. WWW, 2021.
  • Zihan Long, Jiamiao Xu, Fangzhao Wang, Chuanwu Yang, Xinge You: Common Structured Low-rank Matrix Recovery for Cross-view Classification. PRCV, 2019.
  • Yufeng Shi, Xinge You, Wenjie Wang, Feng Zheng, Qinmu Peng, Shuo Wang: Retrieval by Classification: Discriminative Binary Embedding for Sketch-Based Image Retrieval. PRCV, 2019.
  • Yufeng Shi, Xinge You, Feng Zheng, Shuo Wang, Qinmu Peng: Equally-Guided Discriminative Hashing for Cross-modal Retrieval. IJCAI, 2019.
  • Chaojian Yu, Xinyi Zhao, Qi Zheng, Peng Zhang, Xinge You: Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition. ECCV, 2018.
  • Jiamiao Xu, Xinge You, Qi Zheng, Fangzhao Wang, Peng Zhang: Robust Multi-view Subspace Learning Through Structured Low-Rank Matrix Recovery. PRCV, 2018.
  • Jiamiao Xu, Xinge You, Shi Yin, Peng Zhang, Wei Yuan: Robust Multi-view Common Component Learning. CCCV, 2017.
  • Zijing Chen, Jun Li, Zhe Chen, Xinge You: Generic Pixel Level Object Tracker Using Bi-Channel Fully Convolutional Network. ICONIP, 2017.
  • Yingyi Liang, Xin Li, Zhenyu He, Xinge You: Multiple object tracking by incorporating a particle filter into the min-cost flow model. SPAC, 2017.
  • Qi Zheng, Peng Zhang, Xinge You, Fangzhao Wang, Zida Liu: Hierarchical learning for salient object detection. SPAC, 2017.
  • Qinmu Peng, Liu R, Ouyang M, Zhao C, Fan X, Hong B, Hao Huang: Dynamic parcellation of cortical functional networks in developing preterm brains. ISMRM, 2017.
  • Qinmu Peng, King Kevin, Minhui Ouyang, Hanzhang Lu, Hao Huang: Mapping of cerebral cortical microstructure characterized by non-gaussian water diffusion in aging. ISMRM, 2017.
  • Qinmu Peng, King Kevin, Minhui Ouyang, Hanzhang Lu, Hao Huang: Aging effects on kurtosis measures of limbic and association white matter tracts. ISMRM, 2017.
  • Yue Zhao, Xinge You, Yantao Wei, Shi Yin, Dacheng Tao, Yiu-ming Cheung: Multi-view Latent Space Learning Based on Local Discriminant Embedding. CCBD, 2016.
  • Shi Yin, Xinge You, Weiyong Xue, Bo Li, Yue Zhao, Xiao-Yuan Jing, Patrick S. P. Wang, Yuanyan Tang: A Unified Approach for Spatial and Angular Super-Resolution of Diffusion Tensor MRI. CCPR, 2016.
  • Xinge You, Weiyong Xue, Jiajia Lei, Peng Zhang, Yiu-ming Cheung, Yuanyan Tang, Naiding Zhou: Single image super-resolution with non-local balanced low-rank matrix restoration. ICPR, 2016.
  • Weigang Guo, Xinge You, Ziqi Zhu, Yi Mou, Dachuan Zheng: Locally Linear Embedding Based Dynamic Texture Synthesis. CCCV (1), 2015.
  • Shujian Yu, Weihua Ou, Xinge You, Yi Mou, Xiubao Jiang, Yuanyan Tang: Single image rain streaks removal based on self-learning and structured sparse representation. ChinaSIP, 2015.
  • Xiao-Yuan Jing, Xiaoke Zhu, Fei Wu, Xinge You, Qinglong Liu, Dong Yue, Ruimin Hu, Baowen Xu: Super-resolution Person re-identification with semi-coupled low-rank discriminant dictionary learning. CVPR, 2015.
  • Shujian Yu, Weihua Ou, Xinge You, Xiubao Jiang, Yun Zhu, Yi Mou, Weigang Guo, Yuanyan Tang, C. L. Philip Chen: Webcam-Based Visual Gaze Estimation Under Desktop Environment. ICONIP, 2015.
  • Shujian Yu, Xinge You, Xiubao Jiang, Weihua Ou, Ziqi Zhu, Yixiao Zhao, C. L. Philip Chen, Yuanyan Tang: Generalized Kernel Normalized Mixed-Norm Algorithm: Analysis and Simulations. ICONIP, 2015.
  • Shujian Yu, Xinge You, Kexin Zhao, Weihua Ou, Yuanyan Tang: Kernel normalized mixed-norm algorithm for system identification. IJCNN, 2015.
  • Weigang Guo, Xinge You, Ziqi Zhu, Weiyong Xue, Shujian Yu, Xiubao Jiang: Dynamic Texture Synthesis via Image Reconstruction. SMC, 2015.
  • Shujian Yu, Xinge You, Xiubao Jiang, Kexin Zhao, Yi Mou, Weihua Ou, Yuanyan Tang, C. L. Philip Chen: Human Heart Rate Estimation Using Ordinary Cameras under Natural Movement. SMC, 2015.
  • Ziqi Zhu, Xinge You, C. L. Philip Chen, Dacheng Tao, Xiubao Jiang, Fanyu You, Jixing Zou: A Noise-Robust Adaptive Hybrid Pattern for Texture Classification. ICPR, 2014.
  • Wei Zhang, Xinge You: Region description using scalable circumferential filters. SPAC, 2014.
  • Lu Gan, Long Zhou, Xinge You: A new GPR image de-nosing method based on BEMD. SPAC, 2014.
  • Yuanfeng He, Qijun Wang, Xinge You, Duanquan Xu: Adaptive intra prediction filtering (AIPF). SPAC, 2014.
  • Xiubao Jiang, Xinge You, Yi Mou, Shujian Yu, Wu Zeng: Gaussian latent variable models for variable selection. SPAC, 2014.
  • Yi Mou, Xinge You, Xiubao Jiang, Duanquan Xu, Shujian Yu: Global sparse partial least squares. SPAC, 2014.
  • Weihua Ou, Kesheng Zhang, Xinge You, Fei Long: Multi-view embedding learning via robust joint nonnegative matrix factorization. SPAC, 2014.
  • Xinge You, Qingjiang Hu, Duanquan Xu, Xiangxu Fu, Qixin Sun: Dollar bill denomination recognition algorithm based on local texture feature. SPAC, 2014.
  • Shujian Yu, Xinge You, Kexin Zhao, Xiubao Jiang, Yi Mou, Jie Zhu: STFT-like time frequency representations for nonstationary signal - From evenly sampled data to arbitrary nonuniformly sampled data. SPAC, 2014.
  • Boxuan Zhong, Zijing Chen, Xinge You, Luoqing Li, Yunliang Xie, Shujian Yu: Robust weighted coarse-to-fine sparse tracking. SPAC, 2014.
  • Jiajia Lei, Jindan Zhou, Mohamed Abdel-Mottaleb, Xinge You: Detection, localization and pose classification of ear in 3D face profile images. ICIP, 2013.
  • Weihua Ou, Xinge You, Pengyue Zhang, Xiubao Jiang, Ziqi Zhu, Duanquan Xu: Learning a Sparse Representation for Robust Face Recognition. ICONIP, 2013.
  • Aminou Halidou, Xinge You: Fast pedestrian detection using BWLSD for ROI. WOCC, 2013.
  • Quanming Yao, Xiubao Jiang, Mingming Gong, Xinge You, Yu Liu, Duanquan Xu: Efficient Group Learning with Hypergraph Partition in Multi-task Learning. CCPR, 2012.
  • A. H. Khalaf,Jiang Guoxing: Scheduled-Links Multicast Routing for MANETs. Proceedings of IEEE 2nd International Conference on Computer Science and Network Technology .ICCSNT, 2012.
  • Lu Gan, Long Zhou, Xinge You, Juan Xiao: The instantaneous frequency extraction of GPR B-scan data based on HHT method. ICMLC, 2012.
  • Weihua Ou, Xinge You, Yiu-ming Cheung, Qinmu Peng, Mingming Gong, Xiubao Jiang: Structured sparse coding for image representation based on L1-graph. ICPR, 2012.
  • Baochuan Pang, Long Zhou, Wu Zeng, Xinge You: Cell Nuclei Detection in Histopathological Images by Using Multi-curvature Edge Cue. CIS, 2011.
  • Wu Zeng, Long Zhou, Xiubao Jiang, Xinge You, Mingming Gong: Clustering Based Image Denoising Using SURE-LET. CIS, 2011.
  • Jiajia Lei, H. Hatem, Long Zhou, Xinge You, Patrick Shen-Pei Wang, Duanquan Xu: Fingerprint enhancement based on non-separable wavelet. IEEE ICCI, 2010.
  • Jiajia Lei, Xinge You, Long Zhou, Wu Zeng: Extracting corner-cue feature to improve minutiae-matching accuracy. ICIP, 2010.
  • Xiubao Jiang, Long Zhou, Mingming Gong, Xinge You: Long digital straight segments for fingerprint matching. ICMLC, 2010.
  • Qin Zhou, Long Zhou, Xinge You: Nonseparable wavelet domain BPCA for face recognition. ICMLC, 2010.
  • Liang Du, Xinge You, Huihui Xu, Zhifan Gao, Yuan Yan Tang: Wavelet Domain Local Binary Pattern Features For Writer Identification. ICPR, 2010.
  • Mohammed Lutf, Xinge You, Hong Li: Offline Arabic Handwriting Identification Using Language Diacritics. ICPR, 2010.
  • Qinmu Peng, Xinge You, Long Zhou, Yiu-ming Cheung: Retinal Blood Vessels Segmentation Using the Radial Projection and Supervised Classification. ICPR, 2010.
  • Bo Wang, Wei Shen, Wenyu Liu, Xinge You, Xiang Bai: Shape Classification Using Tree -Unions. ICPR, 2010.
  • Xin Liu, Xinge You, Yiu-ming Cheung: Texture Image Retrieval Using Non-separable Wavelets and Local Binary Patterns. CIS, 2009.
  • Jianjun Zhang, Zhenyu He, Yiu-ming Cheung, Xinge You: Writer Identification Using a Hybrid Method Combining Gabor Wavelet and Mesh Fractal Dimension. IDEAL, 2009.
  • Jie Wu, Xinge You, Yuan Yan Tang, Yiu-ming Cheung: Palmprint identification based on non-separable wavelet filter banks. ICPR, 2008.
  • Jiang Guo-xing, Yang Zhi-ya: A Distributed Clustering Algorithm Based on δ-Cluster Stability for Mobile Ad hoc Networks. Proceedings of the 4th IEEE International Conference on Wireless Communications, Networking and Mobile Computing, 2008.
  • Liang Du, Xinge You, Yiu-ming Cheung: An Adaptive Image Watermarking Scheme Using Non-separable Wavelets and Support Vector Regression. IDEAL, 2008.
  • Jing Huang, Xinge You, Yuan Yan Tang: Iris recognition based on non-separable wavelet. SMC, 2008.
  • Qingyan He, Xinge You, Limin Cui, Zaochao Bao: Watermarking technique based on discrete non-separable wavelet filters. SMC, 2007.
  • Jiang Guo-xing, Liu Ming-na: A Novel Fuzzy QoS Location-aided Routing Algorithm for Mobile Ad hoc Networks. Proceedings of 2007 IEEE International Symposium on Intelligent Signal Processing and Communications Systems, 2007.
  • Zhenyu He, Xinge You, Yuan Yan Tang, Patrick Shen-Pei Wang, Yun Xue: Texture Image Retrieval Using Novel Non-separable Filter Banks Based on Centrally Symmetric Matrices. ICPR, 2006.
  • Xinge You, Dan Zhang, Qiuhui Chen, Patrick Shen-Pei Wang, Yuan Yan Tang: Face Representation By Using Non-tensor Product Wavelets. ICPR, 2006.
  • Bin Fang, Xinge You, Yuan Tang: A Novel Fusing Algorithm for Retinal Fundus Images. CIS, 2005.
  • Xinhua You, Bin Fang, Xinge You, Zhenyu He, Dan Zhang, Yuan Yan Tang: Skeleton Representation of Character Based on Multiscale Approach. CIS, 2005.
  • Xinge You, Bin Fang, Yuan Yan Tang, Luoqing Li, Dan Zhang: Axial Representation of Character by Using Wavelet Transform. FSKD, 2005.
  • Jianwei Yang, Xinge You, Yuan Yan Tang, Bin Fang: A Watermarking Scheme Based on Discrete Non-separable Wavelet Transform. IbPRIA, 2005.
  • Xinge You, Bin Fang, Zhenyu He, Yuan Yan Tang: A Global-to-Local Matching Strategy for Registering Retinal Fundus Images. IbPRIA, 2005.
  • Xinge You, Bin Fang, Yuan Yan Tang, Jian Huang: Multiscale Approach for Thinning Ridges of Fingerprint. IbPRIA, 2005.
  • Zhenyu He, Yuan Yan Tang, Bin Fang, Jianwei Du, Xinge You: A Novel Method for Off-line Handwriting-based Writer Identification. ICDAR, 2005.
  • Xinge You, Bin Fang, Zhenyu He, Yuan Yan Tang: Similarity Measurement for Off-Line Signature Verification. ICIC, 2005.
  • Xinge You, Bin Fang, Yuan Yan Tang, Zhenyu He, Jian Huang: Locating Vessel Centerlines in Retinal Images Using Wavelet Transform: A Multilevel Approach. ICIC, 2005.
  • Xinge You, Bin Fang, Yuan Yan Tang: Mosaicing the Retinal Fundus Images: A Robust Registration Technique Based Approach. ICNC, 2005.
  • Zhenyu He, Yuan Yan Tang, Xinge You: A contourlet-based method for writer identification. SMC, 2005.
  • Xinge You, Bin Fang, Yuan Yan Tang: Wavelet-Based Approach for Skeleton Extraction. WACV/MOTION, 2005.
  • Xinge You, Jianwei Yang, Yuan Yan Tang, Bin Fang, Luoqing Li: Skeletonization of Fingerprint Based-on Modulus Minima of Wavelet Transform. SINOBIOMETRICS, 2004.
  • Xinge You, Yuan Yan Tang, Weipeng Zhang, Lu Sun: Skeletonization of Character Based on Wavelet Transform. CAIP, 2003.
  • Yuan Yan Tang, Xinge You: Wavelet Transform Approach to Skeletonization of Characters. PRIS, 2003.
  • Xinge You, Yuan Yan Tang: Skeleton Extraction of Ribbon-Like Shapes Based on Wavelet Transform. WAA, 2003.
  • Yuan Yan Tang, X. C. Feng, Xinge You, Z. W. Liao, Lu Sun: A Novel Method for Harmonic Geometric Transformation Model Based on Wavelet Collocation. ICPR, 2002.
  • Lihua Yang, Xinge You, Robert M. Haralick, Ihsin T. Phillips, Yuan Yan Tang: Characterization of Dirac Edge with New Wavelet Transform. WAA, 2001.