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。

获奖成果 期刊论文 会议论文 部分专利

  1. 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: 7612-7621.

  2. 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: 330-338 .

  3. 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: 16622-16634.

  4. Shiming Chen, Wenjie Wang, Beihao Xia, Qinmu Peng, Xinge You, Feng Zheng, Ling Shao: Feature Refinement for Generalized Zero-shot Learning. ICCV, 2021: 1106-1112.

  5. 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: 956-963.

  6. Shiming Chen, Wenjin Hou, Ziming Hong, Xiaohan Ding, Yibing Song, Xinge You, Tongliang Liu, Kun Zhang. Evolving Semantic Prototype Improves Generative Zero-Shot Learning. The Fortieth International Conference on Machine Learning,  2023.

  7. 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.

  8. 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.

  9. 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.

  10. 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.

  11. Heng Li, Shiyao Zhou, Wei Yuan, Xiapu Luo, Cuiying Gao, Shuiyan Chen, Robust Android Malware Detection Against Adversarial Example Attacks. WWW 2021.

  12. Zihan Long, Jiamiao Xu, Fangzhao Wang, Chuanwu Yang, Xinge You. Common Structured Low-rank Matrix Recovery for Cross-view Classification. PRCV  2019. 

  13.  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.    [Personal Homepage]

  14.  Yufeng Shi, Xinge You, Feng Zheng, Shuo Wang, Qinmu Peng. Equally-Guided Discriminative Hashing for Cross-modal Retrieval. IJCAI  2019.   [Personal Homepage]

  15.  Chaojian Yu, Xinyi Zhao, Qi Zheng, Peng Zhang, Xinge You. Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition. ECCV  2018. [GitHub]

  16.  Jiamiao Xu, Xinge You, Qi Zheng, Fangzhao Wang, Peng Zhang. Robust Multi-view Subspace Learning Through Structured Low-Rank Matrix Recovery. PRCV  2018.

  17.  Jiamiao Xu, Xinge You, Shi Yin, Peng Zhang, Wei Yuan: Robust Multi-view Common Component Learning. CCCV (3) 2017:268-279.

  18.  Zijing Chen, Jun Li, Zhe Chen, Xinge You: Generic Pixel Level Object Tracker Using Bi-Channel Fully Convolutional Network. ICONIP (1) 2017:666-676.

  19.  Yingyi Liang, Xin Li, Zhenyu He, Xinge You: Multiple object tracking by incorporating a particle filter into the min-cost flow model. SPAC 2017:106-111.

  20.  Qi Zheng, Peng Zhang, Xinge You, Fangzhao Wang, Zida Liu: Hierarchical learning for salient object detection. SPAC 2017:192-197.

  21. 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. (Oral)

  22.   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 (oral).

  23.   Qinmu Peng, King Kevin, Minhui Ouyang, Hanzhang Lu, Hao Huang, Aging effects on kurtosis measures of limbic and association white matter tracts. ISMRM 2017.

  24.  Yue Zhao, Xinge You, Yantao Wei, Shi Yin, Dacheng Tao, Yiu-ming Cheung: Multi-view Latent Space Learning Based on Local Discriminant Embedding. CCBD 2016:225-230.

  25.  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 (2) 2016:312-324.

  26.  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 2016:1255-1260.

  27.  Weigang Guo, Xinge You, Ziqi Zhu, Yi Mou, Dachuan Zheng: Locally Linear Embedding Based Dynamic Texture Synthesis. CCCV (1) 2015:287-295.

  28.  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 2015:215-219.

  29.  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 2015:695-704.

  30.  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 (2) 2015:457-466.

  31.  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 (2) 2015:61-70.

  32.  Shujian Yu, Xinge You, Kexin Zhao, Weihua Ou, Yuanyan Tang: Kernel normalized mixed-norm algorithm for system identification. IJCNN 2015:1-6.

  33.  Weigang Guo, Xinge You, Ziqi Zhu, Weiyong Xue, Shujian Yu, Xiubao Jiang: Dynamic Texture Synthesis via Image Reconstruction. SMC 2015:1907-1911.

  34.  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 2015:1041-1046.

  35.  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 2014:1633-1638.

  36.  Wei Zhang, Xinge You: Region description using scalable circumferential filters. SPAC 2014:263-268.

  37.  Lu Gan, Long Zhou, Xinge You: A new GPR image de-nosing method based on BEMD. SPAC 2014:328-331.

  38.  Yuanfeng He, Qijun Wang, Xinge You, Duanquan Xu: Adaptive intra prediction filtering (AIPF). SPAC 2014:358-362.

  39.  Xiubao Jiang, Xinge You, Yi Mou, Shujian Yu, Wu Zeng: Gaussian latent variable models for variable selection. SPAC 2014:353-357.

  40.  Yi Mou, Xinge You, Xiubao Jiang, Duanquan Xu, Shujian Yu: Global sparse partial least squares. SPAC 2014:349-352.

  41.  Weihua Ou, Kesheng Zhang, Xinge You, Fei Long: Multi-view embedding learning via robust joint nonnegative matrix factorization. SPAC 2014:169-174.

  42.  Xinge You, Qingjiang Hu, Duanquan Xu, Xiangxu Fu, Qixin Sun: Dollar bill denomination recognition algorithm based on local texture feature. SPAC 2014:269-272.

  43.  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 2014:411-416.

  44.  Boxuan Zhong, Zijing Chen, Xinge You, Luoqing Li, Yunliang Xie, Shujian Yu: Robust weighted coarse-to-fine sparse tracking. SPAC 2014:7-14.

  45.  Jiajia Lei, Jindan Zhou, Mohamed Abdel-Mottaleb, Xinge You: Detection, localization and pose classification of ear in 3D face profile images. ICIP 2013:4200-4204.

  46.  Weihua Ou, Xinge You, Pengyue Zhang, Xiubao Jiang, Ziqi Zhu, Duanquan Xu: Learning a Sparse Representation for Robust Face Recognition. ICONIP (3) 2013:233-240.

  47.  Aminou Halidou, Xinge You: Fast pedestrian detection using BWLSD for ROI. WOCC 2013:610-615.

  48.  Quanming Yao, Xiubao Jiang, Mingming Gong, Xinge You, Yu Liu, Duanquan Xu: Efficient Group Learning with Hypergraph Partition in Multi-task Learning. CCPR 2012:9-16.

  49. 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)，Changchun, China, 2012.

  50.  Lu Gan, Long Zhou, Xinge You, Juan Xiao: The instantaneous frequency extraction of GPR B-scan data based on HHT method. ICMLC 2012:982-985.

  51.  Weihua Ou, Xinge You, Yiu-ming Cheung, Qinmu Peng, Mingming Gong, Xiubao Jiang: Structured sparse coding for image representation based on L1-graph. ICPR 2012:3220-3223.

  52.  Baochuan Pang, Long Zhou, Wu Zeng, Xinge You: Cell Nuclei Detection in Histopathological Images by Using Multi-curvature Edge Cue. CIS 2011:1095-1099.

  53.  Wu Zeng, Long Zhou, Xiubao Jiang, Xinge You, Mingming Gong: Clustering Based Image Denoising Using SURE-LET. CIS 2011:1303-1307.

  54.  Jiajia Lei, H. Hatem, Long Zhou, Xinge You, Patrick Shen-Pei Wang, Duanquan Xu: Fingerprint enhancement based on non-separable wavelet. IEEE ICCI 2010:313-317.

  55.  Jiajia Lei, Xinge You, Long Zhou, Wu Zeng: Extracting corner-cue feature to improve minutiae-matching accuracy. ICIP 2010:3113-3116.

  56.  Xiubao Jiang, Long Zhou, Mingming Gong, Xinge You: Long digital straight segments for fingerprint matching. ICMLC 2010:769-774.

  57.  Qin Zhou, Long Zhou, Xinge You: Nonseparable wavelet domain BPCA for face recognition. ICMLC 2010:784-789.

  58.  Liang Du, Xinge You, Huihui Xu, Zhifan Gao, Yuan Yan Tang: Wavelet Domain Local Binary Pattern Features For Writer Identification. ICPR 2010:3691-3694.

  59.  Mohammed Lutf, Xinge You, Hong Li: Offline Arabic Handwriting Identification Using Language Diacritics. ICPR 2010:1912-1915.

  60.  Qinmu Peng, Xinge You, Long Zhou, Yiu-ming Cheung: Retinal Blood Vessels Segmentation Using the Radial Projection and Supervised Classification. ICPR 2010:1489-1492.

  61.  Bo Wang, Wei Shen, Wenyu Liu, Xinge You, Xiang Bai: Shape Classification Using Tree -Unions. ICPR 2010:983-986.

  62.  Xin Liu, Xinge You, Yiu-ming Cheung: Texture Image Retrieval Using Non-separable Wavelets and Local Binary Patterns. CIS (1) 2009:287-291.

  63.  Jianjun Zhang, Zhenyu He, Yiu-ming Cheung, Xinge You: Writer Identification Using a Hybrid Method Combining Gabor Wavelet and Mesh Fractal Dimension. IDEAL 2009:535-542.

  64.  Jie Wu, Xinge You, Yuan Yan Tang, Yiu-ming Cheung: Palmprint identification based on non-separable wavelet filter banks. ICPR 2008:1-4.

  65. 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, Dalian, China, 2008: 1 – 6.

  66.  Liang Du, Xinge You, Yiu-ming Cheung: An Adaptive Image Watermarking Scheme Using Non-separable Wavelets and Support Vector Regression. IDEAL 2008:473-482.

  67.  Jing Huang, Xinge You, Yuan Yan Tang: Iris recognition based on non-separable wavelet. SMC 2008:1552-1557.

  68.  Qingyan He, Xinge You, Limin Cui, Zaochao Bao: Watermarking technique based on discrete non-separable wavelet filters. SMC 2007:3577-3582.

  69. 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, Xiamen, China,  2007: 320 – 324.

  70.  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 (4) 2006:161-164.

  71.  Xinge You, Dan Zhang, Qiuhui Chen, Patrick Shen-Pei Wang, Yuan Yan Tang: Face Representation By Using Non-tensor Product Wavelets. ICPR (1) 2006:503-506.

  72.  Bin Fang, Xinge You, Yuan Tang: A Novel Fusing Algorithm for Retinal Fundus Images. CIS (1) 2005:833-838.

  73.  Xinhua You, Bin Fang, Xinge You, Zhenyu He, Dan Zhang, Yuan Yan Tang: Skeleton Representation of Character Based on Multiscale Approach. CIS (2) 2005:1060-1067.

  74.  Xinge You, Bin Fang, Yuan Yan Tang, Luoqing Li, Dan Zhang: Axial Representation of Character by Using Wavelet Transform. FSKD (2) 2005:130-139.

  75.  Jianwei Yang, Xinge You, Yuan Yan Tang, Bin Fang: A Watermarking Scheme Based on Discrete Non-separable Wavelet Transform. IbPRIA (1) 2005:427-434.

  76.  Xinge You, Bin Fang, Zhenyu He, Yuan Yan Tang: A Global-to-Local Matching Strategy for Registering Retinal Fundus Images. IbPRIA (1) 2005:259-267.

  77.  Xinge You, Bin Fang, Yuan Yan Tang, Jian Huang: Multiscale Approach for Thinning Ridges of Fingerprint. IbPRIA (2) 2005:505-512.

  78.  Zhenyu He, Yuan Yan Tang, Bin Fang, Jianwei Du, Xinge You: A Novel Method for Off-line Handwriting-based Writer Identification. ICDAR 2005:242-246.

  79.  Xinge You, Bin Fang, Zhenyu He, Yuan Yan Tang: Similarity Measurement for Off-Line Signature Verification. ICIC (1) 2005:272-281.

  80.  Xinge You, Bin Fang, Yuan Yan Tang, Zhenyu He, Jian Huang: Locating Vessel Centerlines in Retinal Images Using Wavelet Transform: A Multilevel Approach. ICIC (1) 2005:688-696.

  81.  Xinge You, Bin Fang, Yuan Yan Tang: Mosaicing the Retinal Fundus Images: A Robust Registration Technique Based Approach. ICNC (3) 2005:663-667.

  82.  Zhenyu He, Yuan Yan Tang, Xinge You: A contourlet-based method for writer identification. SMC 2005:364-368.

  83.  Xinge You, Bin Fang, Yuan Yan Tang: Wavelet-Based Approach for Skeleton Extraction. WACV/MOTION 2005:228-233.

  84.  Xinge You, Jianwei Yang, Yuan Yan Tang, Bin Fang, Luoqing Li: Skeletonization of Fingerprint Based-on Modulus Minima of Wavelet Transform. SINOBIOMETRICS 2004:461-470.

  85.  Xinge You, Yuan Yan Tang, Weipeng Zhang, Lu Sun: Skeletonization of Character Based on Wavelet Transform. CAIP 2003:140-148.

  86.  Yuan Yan Tang, Xinge You: Wavelet Transform Approach to Skeletonization of Characters. PRIS 2003:14-21.

  87.  Xinge You, Yuan Yan Tang: Skeleton Extraction of Ribbon-Like Shapes Based on Wavelet Transform. WAA 2003:221-227.

  88.  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 (1) 2002:49-52.

  89.  Lihua Yang, Xinge You, Robert M. Haralick, Ihsin T. Phillips, Yuan Yan Tang: Characterization of Dirac Edge with New Wavelet Transform. WAA 2001:129-138.