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基本信息

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

联系方式

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

个人简介

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、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五十余篇,个人一作论文单篇最高被引用超过1500余次。

主要研究方向

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] 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

[4] 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

[5] 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

[6] 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

[7] Guozhang Li+, De Cheng+, 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

[8] 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

[9] Yi Liu+, De Cheng+(共一), 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, JCR一区Top期刊

[10] 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

[11] 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

[12] 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

[13] 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

[14] 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.

[15] 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

[16] 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

[17] 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

[18] 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: 5.859, 中科院一区

[19] 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, JCR一区Top期刊

[20] 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

[21] 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

[22] 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

[23] 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

[24] 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

[25] 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

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

[27] 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

[28] 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

[29] 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

[30] 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

[31] 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

[32] 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

[33] 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

[34] 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

[35] 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: 5.859, 中科院一区Top期刊

[36] 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, JCR一区Top期刊

[37] 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