张伯雷，博士，现任职于南京邮电大学，分别于2010年、2016年在南京大学计算机系获理学学士和工学博士学位，2014年在德国哥廷根大学信息计算学院进行访问研究。在加入南京邮电大学之前，张伯雷曾分别在IBM中国研究院任职研究科学家，在京东人工智能研究院就任高级算法工程师。主要研究方向主要包括强化学习、数据挖掘等，在Nature Communications, TNSM, ECAI, IoT Journal, JCST, PKDD/ECML等知名期刊会议发表了多篇论文。个人主页：https://bolei-zhang.github.io/。

主要研究方向包括强化学习、数据挖掘、多智能体系统等

（1）国家自然科学基金青年基金：基于多智能体强化学习的复杂社会困境合 作机制研究，2023.01-2025.12, 主持，在研

（2）江苏省自然科学基金青年项目，2020.07-2023.06，主持，结题

  (3)  中国博士后科学基金面上项目，基于因果推断的离线强化学习研究，2024.07-2026.07，主持，在研

  (4)  分布式异构算力度量与智算场景下的关键技术研究服务，国家电网，2024.12-2026.12，主持，在研 119.5万

（5）软件新技术国家重点实验室开放课题, 2021-05至2023-5, 主持，结题

（6）智慧零售图像识别，2022-03-2023-12，主持，结题，36万

# 通讯作者 * 共同一作

• Bolei Zhang#, Lifa Wu. Online Budget-feasible Mobile Crowdsensing with Constrained Reinforcement Learning. The Journal of 

•     Supercomputing. (accepted)

• Qi Wang*, Bolei Zhang*, Yue Guo, Luyu Gong, Erguang Li#, Jingping Yang#. Unlocking cross-modal interplay of single-cell joint profiling with 

•     CellMATE. Briefings in Bioinformatics, 25(6), 2024 (SCI Q1).

     Bolei Zhang#, Fu Xiao, Lifa Wu. "Offline Reinforcement Learning for Asynchronous Task Offloading in Mobile Edge Computing." IEEE 

        Transactions on Network and Service Management (2024).

• Junming Yang, Xingguo Chen, Shengyuan Wang, Bolei Zhang#. Model-based Offline Policy Optimization with Adversarial Network, 

•     ECAI 2023. 

• Xun Wang, Haonan Chen Junming Yang, Zhuzhong Qian#, Bolei Zhang#. SDV: Simple Double Validation Model-based Offline Reinforcement 

•     Learning, ECAI 2023. [Oral]

• Qi Wang*, Yang Zhang*, Bolei Zhang, et al. Single-cell chromatin accessibility landscape in kidney identifies additional cell-of-origin in 

• • heterogenous papillary renal cell carcinoma, Nature Communications.

• Bolei Zhang, Bin Tang#, and Fu Xiao. Learning to Coordinate in Mobile Edge Computing for Decentralized Task Offloading, IEEE Internet 

•     of Things Journal (SCI Q1) 2022.

• Bolei Zhang, Fu Xiao#. Robust Dynamic Pricing in Online Markets with Reinforcement Learning, DASFAA 2022.

• Bolei Zhang, Junliang Liu, and Fu Xiao. Learning to Communicate for Mobile Sensing with Multi-Agent Reinforcement Learning, WASA 2021.

• Bolei Zhang, Zhuzhong Qian, and Sanglu Lu. Structure Pattern Analysis and Cascade Prediction in Social Networks, ECML/PKDD (1) 2016: 524-539.

• Bolei Zhang, Zhuzhong Qian#, Wenzhong Li, Bin Tang, Sanglu Lu and Xiaoming Fu. Budget Allocation for Maximizing Viral Advertising in 

•     Social Networks, J. Comput. Sci. Technol. [J] 31(4): 759-775 (2016).

• Bolei Zhang, Zhuzhong Qian, Wenzhong Li and Sanglu Lu. Pricing Strategies for Maximizing Viral Advertising in Social Networks,DASFAA (2)

•      2015: 418-434.

• Bolei Zhang, Zhuzhong Qian#, Qinhui Wang and Sanglu Lu. Maximizing Information Coverage for Target Marketing in a Social Network, 

•     Chinese Journal of Computers. 2014.

• Bolei Zhang, Zhuzhong Qian, Xiaoliang Wang and Sanglu Lu. Tracing Influential Nodes in Social Networks with Competing Information, PAKDD (2) 2013: 37-48.