程德  副教授

硕士生导师

硕士学科：信息与通信工程、电子信息(计算机视觉、机器学习)　

工作单位：

西安电子科技大学通信工程学院

综合业务网理论与关键技术(ISN)国家重点实验室

通信地址：陕西省西安市太白南路2号西安电子科技大学北校区

电子邮箱：dcheng@xidian.edu.cn

办公地点：老科技楼B302

程德，副教授，硕士生导师，华山学者菁英副教授，综合业务网理论及关键技术(ISN)国家重点实验室成员。曾任华为公司主任工程师，美国卡内基梅隆大学(CMU)联合培养博士。分别于2011年7月和2017年12月获西安交通大学本科和博士学位。2021年1月人才引进入职西安电子科技大学通信工程学院ISN国家重点实验室。目前主持国家重点研发计划子课题、国家自然科学基金面上项目、陕西省重点研发计划、国家自然科学基金区域联合基金重点项目—课题、重点实验室开放课题、中央高校基本科研业务费等，同时参与多项国家和省部级项目。研究方向为计算机视觉、机器学习、人工智能、图像视频编解码等，近年来在CVPR、ICCV、NeurIPS、ICML、IJCAI、IJCV、TIP、T-NNLS、T-Cybernetics、T-CSVT、Pattern Recognition等领域顶级期刊和会议上发表论文六十余篇，个人一作论文单篇最高被引用超过1500余次。

计算机视觉  机器学习 图像视频编码
计算机视觉方向：大模型提示学习、视频内容分析与理解，包含行人再识别、目标检测和跟踪、视频定位、图像融合等应用研究。

机器学习方向：无监督和半监督机器学习、域泛化、连续学习、噪声标签学习等。

【导师团队介绍】

王楠楠 教授，主页: https://web.xidian.edu.cn/nnwang/

程德  副教授， 主页:  https://web.xidian.edu.cn/dcheng/

朱明瑞 讲师，主页:  https://web.xidian.edu.cn/mrzhu/

辛经纬 讲师

【招生信息】

本团队2024级考研还有大量名额，欢迎报考联系！

长期招收优秀本科生参与项目实习，优秀者可保研本团队或推荐校外优秀团队或公司！

【主要工作】

[1] De Cheng, Yihong Gong, Sanping Zhou, Jinjun Wang, Nanning Zheng, Person Re-identification by Multi-Channel Parts-Based CNN with Improved Triplet Loss Function, CVPR 2016, (Google Scholar Citation: 1500余次), CCF A类 顶级国际会议

[2] De Cheng, Zhipeng Xu, Xinyang Jiang, Nannan Wang, Xinbo Gao, Disentangled Prompt Representation for Domain Generalization. CVPR 2024, CCF A类 顶级国际会议

[3] Ying Yang (本科大三), De Cheng#(通讯作者), Chaowei Fang#, Yubiao Wang, Changzhe Jiao, Nannan Wang, Xinbo Gao, Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection, NeurIPS 2024，CCF A类 顶级国际会议

[4] Yue Lu, Shizhou Zhang#, De Cheng#(通讯作者) ,Yinghui Xing, Nannan Wang, Peng Wang, Yanning Zhang, Visual Prompt Tuning in Null Space for Continual Learning, NeurIPS 2024，CCF A类 顶级国际会议

[5] Xi Yang, Huanling Liu, De Cheng(通讯作者), Nannan Wang, Xinbo Gao, Feature-Level Adversarial Attacks and Ranking Disruption for Visible-Infrared Person Re-identification, NeurIPS 2024，CCF A类 顶级国际会议

[6] De Cheng, Haichun Tai, Nannan Wang(通讯作者), Chaowei Fang, Xinbo Gao, Neighbor Consistency and Global-Local Interaction: A Novel Pseudo-label Refinement Approach for Unsupervised Person Re-Identification, IEEE Transactions on Information Forensics & Security (TIFS), 2024, CCF A类 中科院1区TOP国际期刊

[7] Yusong Hu, De Cheng(通讯作者), Dingwen Zhang, Nannan Wang, Tongliang Liu, Xinbo Gao, Task-aware Orthogonal Sparse Network for Exploring Shared Knowledge in Continual Learning. ICML 2024, CCF A类 顶级国际会议

[8] Yubo Li(本科大三), De Cheng(通讯作者), Chaowei Fang, Changzhe Jiao, Nannan Wang, Xinbo Gao, Disentangling Identity Features from Interference Factors for Cloth-Changing Person Re-identification, ACM MM,  2024，CCF A类 顶级国际会议

[9] Shizhou Zhang, Wenlong Luo, De Cheng(通讯作者), Qingchun Yang, Lingyan Ran, Yinghui Xing, Yanning Zhang, Cross-Platform Video Person ReID: A New Benchmark Dataset and Adaptation Approach,  ECCV,  2024，CCF B类，计算机视觉领域三大顶会

[10] Peiliang Huang, Dingwen Zhang, De Cheng, Longfei Han, Pengfei Zhu, Junwei Han, M-RRFS: A Memory-Based Robust Region Feature Synthesizer for Zero-Shot Object Detection, International Journal of Computer Vision （IJCV）, 2024，CCF A类 顶级国际期刊

[11] De Cheng, Yuxin Zhao, Nannan Wang, Guozhang Li, Dingwen Zhang, Xinbo Gao, Efficient Statistical Sampling Adaptation for Exemplar-Free Class Incremental Learning. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT),  2024，CCF B类Top期刊，IF: 8.4, 中科院一区

[12] Haichun Tai, De Cheng(通讯作者), Jie Li, Nannan Wang(通讯作者), Xinbo Gao, Multi-Granularity Graph-Convolution-Based Method for Weakly Supervised Person Search, IJCAI 2024, CCF A类 顶级国际会议

[13] De Cheng, Yan Li, Dingwen Zhang, Nannan Wang, Jiande Sun, Xinbo Gao,  Progressive Negative Enhancing Contrastive Learning for Image Dehazing and Beyond,  IEEE Transactions on Multimedia, 2024, CCF B类期刊，IF: 8.182, JCR一区Top期刊

[14] Guozhang Li+, De Cheng+(共同一作), Nannan Wang, Jie Li, Xinbo Gao, Neighbor-Guided Pseudo-label Generation and Refinement for Single-Frame Supervised Temporal Action Localization, IEEE Transactions on Image Processing,  2024，CCF A类Top期刊，IF: 10.86, 中科院一区

[15] De Cheng, Yanling Ji, Dong Gong, Nannan Wang, Yan Li, Junwei Han, Dingwen Zhang, Continual All-in-One Adverse Weather Removal with Knowledge Replay on a Unified Network Structure, IEEE Transactions on Multimedia, 2024, CCF B类期刊，IF: 8.182, JCR一区Top期刊

[16] Yi Liu+, De Cheng+(共同一作), Dingwen Zhang, Jungong Han, Capsule Networks With Residual Pose Routing, IEEE Transactions on Neural Network and Learning System (T-NNLS), 2024, CCF B类期刊，IF: 10.451, 中科院一区Top期刊

[17] Yudong Liang, Shaoji Li, De Cheng(通讯作者)，Wenjian Wang, Deyu Li, Jiye Liang, Image Dehazing via Self-supervised Depth Guidance, Pattern Recognition, 2024, CCF B类期刊，IF: 8.518, 中科院一区Top期刊

[18] Yubin Wang, Xinyang Jiang, De Cheng, Dongsheng Li, Cairong Zhao, Learning Hierarchical Prompt with Structured Linguistic Knowledge for Vision-Language Models, AAAI,  2024，CCF A类 顶级国际会议

[19] Guozhang Li, Xinpeng Ding, De Cheng, Nannan Wang, Xinbo Gao, ETC: Temporal Boundary Expand Then Clarify for Weakly Supervised Video Grounding with Multimodal Large Language Model, IEEE Transactions on Multimedia (TMM),  2024，CCF B类期刊，IF: 8.182, 中科院一区Top期刊

[20] De Cheng, Lingfeng He, Nannan Wang, Shizhou Zhang, Zhen Wang, Xinbo Gao, Efficient Bilateral Cross-Modality Cluster Matching for Unsupervised Visible-Infrared Person ReID, ACM MM,  2023，CCF A类 顶级国际会议

[21] De Cheng, Xiaojian Huang, Nannan Wang, Lingfeng He, Zhihui Li, Xinbo Gao, Unsupervised Visible-Infrared Person ReID by Collaborative Learning with Neighbour-Guided Label Refinement, ACM MM,  2023，CCF A类 顶级国际会议

[22] Shizhou Zhang, Qingchun Yang, De Cheng(通讯作者), Yinghui Xing, Guoqiang Liang, Peng Wang, Yanning Zhang, Ground-to-Aerial Person Search: Benchmark Dataset and Approach,  ACM MM,  2023，CCF A类 顶级国际会议

[23] Shizhou Zhang, De Cheng(通讯作者), Wenlong Luo, Yinghui Xing, Duo Long, Hao Li, Kai Niu,Guoqiang Liang, Yanning Zhang, Text-based Person Search in Full Image via Semantic-Driven Proposal Generation,  ACM MM Workshop on HCMA,  2023，CCF A类顶会Workshop, Best Paper Award.

[24] Guozhang Li, De Cheng, Xinpeng Ding, Nannan Wang, Xiaoyu Wang, Xinbo Gao, Boosting Weakly-Supervised Temporal Action Localization with Text Information, CVPR 2023, CCF A类 顶级国际会议

[25] De Cheng, Xiaolong Wang, Nannan Wang, Zhen Wang, Xiaoyu Wang, Xinbo Gao, Cross-Modality Person Re-Identification with Memory-based Contrastive Embedding, AAAI,  2023，CCF A类 顶级国际会议

[26] Yinghui Xing, Qirui Wu, De Cheng(通讯作者), Shizhou Zhang, Peng Wang, Yanning Zhang, Dual Modality Prompt Tuning for Vision-Language Pre-Trained Model, IEEE Transactions on Multimedia, 2023, CCF B类期刊，IF: 8.182, JCR一区Top期刊

[27] De Cheng, Gerong Wang, Nannan Wang, Dingwen Zhang, Qiang Zhang, Xinbo Gao, Discriminative and Robust Attribute Alignment for Zero-shot Learning, IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT),  2023，CCF B类Top期刊，IF: 8.4, 中科院一区

[28] Guozhang Li, De Cheng, Xinpeng Ding, Nannan Wang, Xiaoyu Wang, Xinbo Gao, Weakly-Supervised Temporal Action Localization with Bidirectional Semantic Consistency Constraint, IEEE Transactions on Neural Network and Learning System (T-NNLS), 2023, CCF B类期刊，IF: 10.451, 中科院一区Top期刊

[29] De Cheng, Jingyu Zhou, Nannan Wang, Xinbo Gao, Hybrid Dynamic Contrast and Probability Distillation for Unsupervised Person Re-Id, IEEE Transactions on Image Processing,  2022，CCF A类Top期刊，IF: 10.86, 中科院一区

[30] De Cheng, Yixiong Ning, Nannan Wang, Xinbo Gao, Heng Yang, Yuxuan Du, Bo Han, Tongliang Liu, Class-Dependent Label-Noise Learning with Cycle-Consistency Regularization, NeurIPS 2022，CCF A类 顶级国际会议

[31] De Cheng, Tongliang Liu, Yixiong Ning, Nannan Wang, Bo Han, Gang Niu, Xinbo Gao, Massshi Sugiyama, Instance-Dependent Label-Noise Learning With Manifold-Regularized Transition Matrix Estimation, CVPR 2022，CCF A类 顶级国际会议

[32] De Cheng, Yan Li, Dingwen Zhang, Nannan Wang, Xinbo Gao, Jiande Sun, Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction, IJCAI 2022, CCF A类 顶级国际会议

[33] De Cheng, Gerong Wang, Bo Wang, Qiang Zhang, Jungong Han, Dingwen Zhang, Hybrid Routing Transformer for Zero-Shot Learning, Pattern Recognition, 2022, CCF B类, IF: 8.518, 中科院一区Top期刊

[34] Yan Li, De Cheng(通讯作者), Dingwen Zhang, Nannan Wang, Xinbo Gao, Jiande Sun,  Single Image Dehazing with an Independent Detail-Recovery Network, Knowledge-Based Systems,  2022，IF: 8.139, 中科院一区

[35] Peiliang Huang, Junwei Han, De Cheng, Dingwen Zhang, Robust Region Feature Synthesizer for Zero-Shot Detection, CVPR 2022，CCF A类 顶级国际会议

[36] Zhaori Gong, Nannan Wang, De Cheng, Xinrui Jiang, Jingwei Xin, Xi Yang, Xinbo Gao, Learning Deep Resonant Prior for Hyperspectral Image Super-Resolution, IEEE Transactions on Geoscience and Remote Sensing (TGRS),  2022，CCF B类Top期刊， IF: 8.125, 中科院二区

[37] Xinpeng Ding, Nannan Wang, Shiwei Zhang, De Cheng, Xiaomeng Li, Ziyuan Huang, Mingqian Tang Xinbo Gao, Support-Set Based Cross-Supervision for Video Grounding，ICCV 2021，CCF A类 顶级国际会议

[38] De Cheng, Zhihui Li, Yihong Gong, Dingwen Zhang, Fusion of Multiple Person Re-id Methods With Model and Data-Aware Abilities, IEEE Transactions on Cybernetics, 2020, CCF B类期刊，IF: 11.448, 中科院一区Top期刊

[39] Diangang Li, Yihong Gong, De Cheng(通讯作者)，Weiwei Shi, Xiaoyu Tao, Xinyuan Chang, Consistency-Preserving deep hashing for fast person re-identification, Pattern Recognition, 2019, CCF B类期刊，IF: 8.518, 中科院一区Top期刊

[40] De Cheng, Yihong Gong, Xiaojun Chang, Weiwei Shi, Alexander G. Hauptmann, Nanning Zheng, Deep feature learning via structured graph Laplacian embedding for person re-identification, Pattern Recognition, 2018, CCF B类期刊，IF: 8.518, 中科院一区Top期刊

[41] Weiwei Shi, Yihong Gong, De Cheng(通讯作者)，Xiaoyu Tao, Nanning Zheng, Entropy and orthogonality based deep discriminative feature learning for object recognition, Pattern Recognition, 2018, CCF B类期刊，IF: 8.518, 中科院一区Top期刊

[42] De Cheng, Xiaojun Chang, Li Liu, Alelxander G. Hauptmenn, Yihong Gong, Nanning Zheng, Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification, IJCAI 2017, CCF A类 顶级国际会议

[43] Hehe Fan, Xiaojun Chang, De Cheng, Yi Yang, Dong Xu, Alexander G. Hauptmann, Complex Event Detection by Identifying Reliable Shots from Untrimmed Videos, ICCV 2017, CCF A类 顶级国际会议

[44] De Cheng,  Yihong Gong, Jinjun Wang, Nanning Zheng, Balanced Mixture of Deformable Part Models With Automatic Part Configurations, IEEE Transactions on Circuits and Systerms for Video Technology (T-CSVT), 2017, CCF B类期刊，IF: 8.4, 中科院一区Top期刊

[45] Weiwei Shi,  Yihong Gong, Xiaoyu Tao, De Cheng, Nanning Zheng, Fine-Grained Image Classification Using Modified DCNNs Trained by Cascaded Softmax and Generalized Large-Margin Losses, IEEE Transactions on Neural Network and Learning System (T-NNLS), 2019, CCF B类期刊，IF: 10.451, 中科院一区Top期刊

[46] Zhiqiang Zeng, Zhihui Li, De Cheng, Huaxiang Zhang, Kun Zhan, Yi Yang,  Two-Stream Multirate Recurrent Neural Network for Video-Based Pedestrian Reidentification, IEEE Transactions on Industrial Informatics, 2018, IF: 10.215, 中科院一区Top期刊