围绕边缘计算与边缘智能开展研究，重点关注边缘环境下的任务卸载、资源调度、智能模型推理与训练协同优化、联邦学习等问题。研究面向工业物联网、智能感知、低时延AI服务等典型场景，致力于通过算法设计、系统建模与智能优化方法，提升边缘智能系统的实时性、可靠性与资源利用效率，支撑复杂动态环境中的高效智能服务。

2015.09-2021.07    哈尔滨工业大学    计算机软件与理论专业        博士学位(硕博连读)

2019.01-2020.09    乔治华盛顿大学    计算机科学专业                  联合培养博士

2011.09-2015.07    哈尔滨工业大学    计算机科学与技术专业        学士学位

1. 国家自然科学基金委员会, 面上项目, 深度神经网络在边缘“训练-推理-再训练”的动态协同优化研究, 2026-01 至 2029-12, 主持

2. 国家自然科学基金委员会, 青年项目, 面向工业物联网的“端-边-云”协同计算调度问题研究, 2023-01 至 2025-12, 主持

3. 江苏省自然科学基金委员会, 青年项目, 融合边缘计算的工业物联网高效能调度问题研究, 2022-07 至 2025-06, 主持

Selected Publications:

[1]. Tongxin Zhu, Yunpeng Li, Xiaolin Fang, Yingshu Li, Junzohu Luo, Zhipeng Cai. Optimized Task Offloading and Result Caching in Compute-Storage Cooperative Edge Networks[J]. IEEE Transactions on Mobile Computing (TMC), 2026, 25(6): 8640-8654.  (CCF A, JCR Q1)

[2]. Tongxin Zhu, Ouming Zou, Xiaolin Fang, Junzohu Luo, Yingshu Li, Zhipeng Cai. A Group-Centric Framework for Task Offloading Scheduling in Industrial Edge Computing Networks with Incomplete Information[J]. IEEE Transactions on Cloud Computing (TCC), 2026, Early Access. (CCF B, JCR Q1) 

[3]. Tongxin Zhu, Yunlian Zhou, Xiaolin Fang, Zhipeng Cai. Competition-Driven Coalition Formation Enabling Collaborative DAG Task Scheduling in Edge Computing[J]. IEEE Internet of Things Journal (IoT-J), 2026, 13(12): 27282-27296. (JCR Q1) 

[4]. Yueyi Zhang, Tongxin Zhu(通讯), Xiaolin Fang, Tingyu Xu, Yun Liu, Junzhou Luo. Task Offloading Scheduling for Mobile Edge Computing Networks with Incomplete Edge Information[J]. IEEE Internet of Things Journal (IoT-J), 2026, 13(11): 25354-25366. (JCR Q1)

[5]. Tongxin Zhu, Ouming Zou, Xiaolin Fang, Junzohu Luo, Yingshu Li, Zhipeng Cai. Group-Centric Scheduling for Industrial Edge Computing Networks with Incomplete Information. IEEE International Conference on Distributed Computing Systems (ICDCS), 2024: 555-564. (CCF B)

[6]. Tongxin Zhu, Jianzhong Li, Hong Gao, Yingshu Li, Zhipeng Cai. AoI Minimization Data Collection Scheduling for Battery-Free Wireless Sensor Networks[J]. IEEE Transactions on Mobile Computing (TMC), 2023, 22(3): 1343-1355. (CCF A, JCR Q1)

[7]. Tongxin Zhu, Jianzhong Li, Hong Gao, Yingshu Li. Data Aggregation Scheduling in Battery-Free Wireless Sensor Networks[J]. IEEE Transactions on Mobile Computing (TMC), 2022, 21(6): 1972-1984. (CCF A, JCR Q1)

[8]. Tongxin Zhu, Zhipeng Cai, Xiaolin Fang, Junzohu Luo, Ming Yang. Correlation Aware Scheduling for Edge-Enabled Industrial Internet of Things. IEEE Transactions on Industrial Informatics (TII), 2022, 18(11): 7967-7976. (JCR Q1)

[9]. Tongxin Zhu, Jianzhong Li, Zhipeng Cai, Yingshu Li, Hong Gao. Computation scheduling for wireless powered mobile edge computing networks[C]. IEEE Conference on Computer Communications (INFOCOM), 2020: 596-605. (CCF A)

[10]. Tongxin Zhu, Jianzhong Li, Hong Gao, Yingshu Li. Latency-efficient data collection scheduling in battery-free wireless sensor networks[J]. ACM Transactions on Sensor Networks (TOSN), 2020, 16(3): 1-21. (CCF B, JCR Q1)

[11]. Tongxin Zhu, Tuo Shi, Jianzhong Li, Zhipeng Cai, Xun Zhou. Task scheduling in deadline-aware mobile edge computing systems[J]. IEEE Internet of Things Journal (IoT-J), 2019, 6(3): 4854-4866. (JCR Q1)

[12]. Tongxin Zhu, Jianzhong Li, Hong Gao, Yingshu Li. Broadcast scheduling in battery-free wireless sensor networks[J]. ACM Transactions on Sensor Networks (TOSN), 2019, 15(4): 1-34. (CCF B, JCR Q1)

授课情况

1.  课程名称：程序设计基础及语言I/II

    授课对象：计算机大类专业一年级本科生

2.  课程名称：算法设计与分析

    授课对象：硕士研究生

学术服务

1. Technical Program Committee of  SECON 2022-2026, WASA 2020-2023, MSN 2023, etc.

2. Reviewer of  IEEE Transactions of Knowledge and Data Engineering, IEEE Internet of Things Journal, Journal of Combinatorial Optimization, etc.