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、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。

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,CVPR2016,(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.CVPR2024,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.ICML2024,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,IJCAI2024,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,CVPR2023,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,NeurIPS2022，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,CVPR2022，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,IJCAI2022,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 Detection,CVPR2022，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，ICCV2021，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,IJCAI2017,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,ICCV2017,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