Yanwei Zheng
Associate Professor
School of Computer Science and Technology
Shandong University
Email: zhengyw@sdu.edu.cn
Wechat: ivyzheng777
Biography
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Dr. Yanwei Zheng is currently an Associate Professor in Institute of Intelligent Computing (IIC) at School of Computer Science and Technology, Shandong University. Yanwei Zheng received his Ph.D. degree on January 2019 from Beihang University, supervised by Prof. Zhang Xiong. He received the M.S. degree from Shandong University in 2004, and the B.S. degree from Shandong Jianzhu University in 1999. His research interests span computer vision, visual navigation, and digital twins. **I am looking for self-motivated master students to collaborate on academic projects.** |
Teaching
sd03420070, Compiler principles and technologies
sd01331270, Compiler principles and technologies
Selected Publications
Optimized Consensus for Blockchain in Internet-of-Things Networks via Reinforcement Learning
Yifei Zou, Zongjing Jin, Yanwei Zheng*, Dongxiao Yu, and Tian Lan
Tsinghua Science and Technology, 2023, 28(6): 1009-1022
TST-Optimized-2023.pdf
Finer-Grained Engagement in Hypergraphs
Qi Luo, Dongxiao Yu, Yu Liu, Yanwei Zheng*, Xiuzhen Cheng, and Xuemin Lin
International Conference on Data Engineering (ICDE), 2023
ICDE-Finer-2023.pdf
Robust Decentralized Stochastic Gradient Descent over Unstable Networks
Yanwei Zheng, Liangxu Zhang, Shuzhen Chen, Xiao Zhang, Zhipeng Cai, and Xiuzhen Cheng
Computer Communications, 2023, 203(4): 163-179.
ComCom-Robust-2023.pdf
Multi-agent reinforcement learning enabled link scheduling for next generation Internet of Things
Yifei Zou, Haofei Yin, Yanwei Zheng*, Falko Dressler
Computer Communications, 2023, 205(5): 35-44.
ComCom-Multi-2023.pdf
WFLTree: A Spanning Tree Construction for Federated Learning in Wireless Networks
Shuo Li, Yanwei Zheng*, and Yifei Zou
Journal of Circuits, Systems, and Computers, 2023, 32(13): 1-15.
JCSC-WFLTree-2023.pdf
A Truss-Based Framework for Graph Similarity Computation
Yanwei Zheng, Zichun Zhang, Qi Luo, Zhenzhen Xie, Dongxiao Yu
Journal of Database Management, 2023, 34(1): 1-18.
DM-A-2023.pdf
Template-Aware Transformer for Person Re-Identification
Yanwei Zheng, Zengrui Zhao, Xiaowei Yu, Dongxiao Yu
Computational Intelligence and Neuroscience, 2022.4
CIN-Template-2022.pdf
Code is available at https://github.com/template-aware/TAT
Fault-Tolerant Consensus in Wireless Blockchain System
Yifei Zou, Yufan Li, Dongxiao Yu, Feng Li, Yanwei Zheng*, Yan Zhang
The 16th International Conference on Wireless Algorithms, Systems, and Applications (WASA 2021)
WASA-Fault-2021.pdf
Core-GAE: Towards Generation of IoT Networks
Qi Luo, Dongxiao Yu, Yanwei Zheng*, Hao Sheng, and Xiuzheng Cheng
IEEE Internet of Things Journal, 2021.5
IoT-Core-2021.pdf
Adaptive Tensor-Train Decomposition for Neural Network Compression
Yanwei Zheng, Yang Zhou, Zengrui Zhao, and Dongxiao Yu
Parallel and Distributed Computing, Applications and Technologies 2020 (PDCAT 2020)
PDCAT-Adaptive-2020.pdf
Mining Hard Samples Globally and Efficiently for Person Re-identification
Hao Sheng, Yanwei Zheng*, Wei Ke, Dongxiao Yu, Xiuzhen Cheng, Weifeng Lyu, Zhang Xiong
IEEE Internet of Things Journal, 2020.7
IoT_Mining-2020.pdf
Learning Irregular Space Transformation for Person Re-identification
Yanwei Zheng, Hao Sheng*, Yang Liu, Kai Lv, Wei Ke and Zhang Xiong
IEEE Access, 2018.6
Access-Learning-2018.pdf
毕业学生去向
【2023】
（硕）梁会，公安部第三研究所
（硕）李震，华为技术有限公司（北京）
（硕）何国海，华为技术有限公司（上海）
（硕）刘鹏，齐鲁空天信息研究院
（硕）仲思悦，战略支援部队直招军官
（硕）陈锋，山东大学（读博）
（硕）黄博文，山东大学（硕转博）
（硕）傅建， 哈尔滨工业大学（读博）
（本）周进，美国Notre Dame University（PhD)
【2022】
（硕）赵增瑞，拿到德国帕德博恩大学博士offer，但签证被拒，回实验室做9个月科研助理后，到日本电气通信大学读博
（硕）江文，公安部第三研究所
（硕）田可，中国重型汽车集团有限公司
【2021】
（硕）杨晓强，国网山东省电力公司潍坊供电公司
（本）吴昊，成都电子科技大学（读硕）
（本）赵楚洋，北京航空航天大学（读硕）
（本）黄博文，山东大学 （读硕）