个人资料:
姓名:高镇
职称:副教授,硕士/博士生导师
职务:通信系副主任、党支书、信息与通信工程市级实验教学中心主任
学科专业:通信工程
通讯地址:天津大学电气与自动化工程学院26教学楼D区315室
电子信箱: zgao@tju.edu.cn
主要经历:
(1) 2014.12至今 天津大学电气自动化与信息工程学院,信息与通信工程专业,副教授;
(2) 2011.07-2014.11清华大学信息技术研究院,博士后;
(3) 2007.09-2011.07天津大学,电子信息工程学院,通信与信息系统专业,工学博士;
(4) 2008.10-2010.11 美国佐治亚理工学院,访问学者;
(5) 2005.09-2007.07天津大学,电子信息工程学院,信号与信息处理专业,工学硕士;
(6) 2001.09-2005.07天津大学,电子信息工程学院,电子信息工程系,工学学士;
主要研究方向:
(1) 容错信号处理
(2) 无线通信与软件无线电
(3) 区块链关键技术研究与应用开发
主要科研项目:
(1) 2023.11~2025.12,中国民航大学合作项目,航空宽带通信组网协议仿真验证,项目负责人,在研;
(2) 2023.8~2024.12,航天五院合作项目,基于软件无线电的低轨卫星通信测试仪,项目负责人,在研;
(3) 2022.1~2025.12,国家自然科学基金-面上项目(62171313),基于FPGA的卷积神经网络系统可靠性及加固技术研究,项目负责人,在研;
(4) 2023.7~2024.7,航天五院合作项目,国产FPGA可靠性评估,项目负责人,已结题;
(5) 2021.8~2023.8,国家重点研发计划子课题,基于5G网络的紧急医疗救治区块链确权技术,项目负责人,已结题;
(6) 2019.4~2022.3,天津市自然科学基金,基于冗余余数系统的区块链存储设计与优化方法研究,项目负责人,已结题;
(7) 2020.10~2021.10,横向课题(军工),FPGA系统与测试,项目负责人,已结题;
(8) 2020.5-2021.5,军工预研项目,计算机网络仿真系统关键技术研究和原型研制,天津大学负责人,已结题;
(9) 2020.3~2020.7,横向课题(军工),基于区块链的分布式编排系统,项目负责人,已结题;
(10) 2019.1~2020.12,国家重点研发计划子课题,基于服务的开放网络架构研究与验证,项目负责人,已结题;
(11) 2017.10~2020.9 天津市人工智能科技重大专项,面向多语种的智能信息系统研究,天津大学负责人,已结题;
(12) 2016.01-2018.12国家自然科学基金-青年基金(61501321),面向空间平台并行线性数字信号处理的高效容错方法研究,项目负责人,已结题;
(13) 2018.6-2018.10 横向课题(电科院),单粒子效应容错技术研究及软件开发,项目负责人,已结题;
(14) 2017.05-2017.09 横向课题(企业),针对5G基站的软件无线电平台开发 (第一阶段) ,项目负责人,已结题;
(15) 2016.01-2017.06横向课题(企业),移动通信信号信令解析系统,项目负责人,已结题;
(16) 2016.02-2016.06 横向课题(军工),基于手持终端的直链传输技术研究,项目负责人,已结题;
(17) 2015.10-2016.01 横向课题(军工),基于手持终端的星地链路及遥感数传性能仿真研究,项目负责人,已结题;
代表性论著、学术著作:
学术论文(发表论文百余篇,SCI期刊论文如下):
(1) Zhen Gao, Daning Su, Shuang Liu, et al., Cloud-Edge-End Integrated Artificial Intelligence based on Ensemble Learning, Computer Communications, vol. 235, April 2025. (JCR Q1)
(2) Zhen Gao, Jie Deng, Pedro Reviriego, et al., Operating Conversational Large Language Models (LLMs) in the Presence of Errors, IEEE Nanotechnology Magazine, vol. 19, no. 1, Feb. 2025.
(3) Zhen Gao, Ziye Yin, Jingyan Wang, et al., On the Dependability of Bidirectional Encoder Representations from Transformers (BERT) to Soft Errors, IEEE Transactions on Nanotechnology, vol. 24, Jan. 2025.
(4) Zhen Gao, Yanmao Qi, Jinchang Shi, et al., Detect and Replace: Efficient Soft Error Protection of FPGA based CNN Accelerators, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 33, no. 1, pp. 66-74, Jan. 2025. (2区)
(5) Jinhua Zhu, Zhen Gao*, Pedro Reviriego, et al., Dependability of the K Minimum Values Sketch: Protection and Comparative Analysis, IEEE Transactions on Computers, vol. 74, no. 1, Jan. 2025. (2区)
(6) Zhen Gao, Jiaqi Feng, Shihui Gao, et al., Modeling the Effect of SEUs on the Configuration Memory of SRAM-FPGA based CNN Accelerators, IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 14, no. 4, Dec. 2024. (2区)
(7) Shanshan Liu, Ziheng Wang, Zhen Gao*, et al., Are Emerging Machine Learning Models Dependable at the Nanoscale? IEEE Nanotechnology Magazine, vol. 18, no. 6, Dec. 2024.
(8) Pedro Reviriego, Ziheng Wang, Alvaro Alonso, Zhen Gao*, et al., Concurrent Classifier Error Detection (CCED) in Large Scale Machine Learning Systems, IEEE Transactions on Reliability, vol. 73, no. 4, Dec. 2024. (2区)
(9) Zhaohui Guo, Zhen Gao*, Qiang Liu, et al., Modular-based Compression Scheme for Address Data in the Blockchain System for IoV Applications, IEEE Transactions on Vehicular Technology, vol. 73, no. 10, Oct. 2024. (2区Top)
(10) Zhen Gao, Jinhua Zhu and Pedro Reviriego, Reliability Evaluation and Fault Tolerant Design for KLL Sketches, IEEE Transactions on Emerging Topics in Computing, vol. 12, no. 2, Oct. 2024. (2区)
(11) Javier Conde, Gonzalo Martínez, Pedro Reviriego, Zhen Gao*, et al., Can ChatGPT Learn to Count Letters?, IEEE Computer Magazine, Nov. 2024.
(12) Zhen Gao, Shuang Liu, Pedro Reviriego, et al., Dependability and Protection of Transformer Models against Soft Errors on Text Embeddings, IEEE Transactions on Device and Materials Reliability, Early Access, Oct. 2024. (3区)
(13) Daniel Doe, Jing Li, Dusit Niyato, Yuqing Hu, Jun Li, Zhen Gao, Xiao Ping Zhang and Zhu Han, Harnessing Tullock Contests and Signaling Games: A Novel Weight Assignment Strategy for Ethereum 2.0, IEEE Open Journal of the Communication Society, Aug. 2024.
(14) Javier Conde, Miguel González, Pedro Reviriego, Zhen Gao*, Shanshan Liu and Fabrizio Lombardi, Speed and Conversational Large Language Models (LLMs): Not All Is About Tokens per Second, IEEE Computer Magazine, vol. 57, no. 8, Aug. 2024.
(15) Zhen Gao, Shuang Liu, Junbo Zhao, et al., Ensemble-based Reliability Enhancement for Edge-Deployed CNNs in Few-shot Scenarios, IEEE Transactions on Machine Learning in Communications and Networking, vol. 2, pp. 1062-1075, July 2024.
(16) Zhen Gao, Shuang Liu and Yuqi Zhang, Cognitive Data Fusing for Internet of Things based on Ensemble Learning and Federated Learning, IEEE Internet of Things Journal, vol. 11, no. 13, July 2024. (1区Top)
(17) Zhen Gao, Jingyan Wang, Jinhua Zhu, et al., Reliability Evaluation and Efficient Protection of FPGA based Polar Decoders against Single Event Upsets on Configuration Memory, China Communications, Early Access, June 2024. (3区)
(18) Junfei Wang, Jing Li, Zhen Gao*, et al., Game-based Low Complexity and Near Optimal Task Offloading for Mobile Blockchain Systems, IEEE Transactions on Cloud Computing, vol. 12, no. 2, April 2024. (2区)
(19) Zhaohui Guo, Zhen Gao*, Qiang Liu, et al., Verkle Accumulator-based Stateless Transaction Validation (VA-STV) Scheme for the Blockchain-based IoT Network, IEEE Internet of Things Journal, vol. 11, no. 1, pp. 543-558, Jan. 2024. (1区Top)
(20) J. Yang, W. Zhang, Z. Guo, Zhen Gao*, TrustDFL: A Blockchain-Based Verifiable and Trusty Decentralized Federated Learning Framework, Electronics, vol. 13, no. 1, Jan. 2024. (3区)
(21) Dong Tian, Zhen Gao*, Ruize Wang, et al., Efficient Protection of Polar Decoders against Single Event Upsets (SEUs) on User Memories, Microelectronics Reliability, vol. 149, Oct. 2023.
(22) Zhen Gao, Dongbin Zhang, Jiuzhi Zhang, et al., World State Attack to Blockchain Based IoV and Efficient Protection With Hybrid RSUs Architecture, IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 9, Sep. 2023. (1区Top)
(23) Zhen Gao, Yinghao Cheng, Qiang Liu, et al., Efficient Protection of FPGA Implemented LDPC Decoders against Single Event Upsets (SEUs) on Configuration Memories, IEEE Transactions on Circuits and Systems-I: Regular Papers, vol. 70, no. 9, Sep. 2023. (1区Top)
(24) Zhen Gao, Jiuzhi Zhang, Dongbin Zhang, et al., Blockchain based Secure Relay Scheme for Space-Terrestrial Integrated Networks, China Communications, vol. 20, no. 5, May 2023. (3区)
(25) Zhen Gao, Jiajun Xiao, Qiang Liu, et al., A Methodology for the Design of Fault Tolerant Parallel Digital Channelizers on SRAM-FPGAs, IEEE Transactions on Circuits and Systems-I: Regular Papers, vol. 70, no. 5, May 2023. (1区Top)
(26) Zhen Gao, Lu Shi, Pedro Reviriego, Enhancing data protection with a distributed storage system based on the redundant residue number system, Wireless Networks, March 2023. (3区)
(27) Zhen Gao, Shihui Gao, Yi Yao, et al., Systematic Reliability Evaluation of FPGA Implemented CNN Accelerators, IEEE Transactions on Device and Materials Reliability, vol. 23, no. 1, March 2023. (3区)
(28) Daniel Mawunyo Doe, Jing Li, Niyato Dusit, Zhen Gao, Jun Li and Zhu Han, Promoting the Sustainability of Blockchain in Web 3.0 and the Metaverse through Diversified Incentive Mechanism Design, IEEE Open Journal of the Computer Society, vol. 4, March 2023.
(29) Junfei Wang, Jing Li, Zhen Gao*, et al., Resource Management and Pricing for Cloud Computing based Mobile Blockchain with Pooling, IEEE Transactions on Cloud Computing, vol. 11, no. 1, pp. 128-138, Jan.-March 2023. (2区)
(30) Zhen Gao, Jinchang Shi, Qiang Liu, et al., Reliability Evaluation and Fault Tolerance Design for FPGA Implemented Reed Solomon (RS) Erasure Decoders, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 31, no. 1, pp. 142-166, Jan. 2023. (2区)
(31) Kan Wang, Xuan Liu, Hongfang Zhou, Dapeng Lan, Zhen Gao*, et al., Reinforcement learning-based cost-efficient service function chaining with CoMP zero-forcing beamforming in edge networks, Future Generation Computer Systems, vol. 141, 2023. (2区Top)
(32) Zhaohui Guo, Zhen Gao*, Qiang Liu, et al., RNS-based Adaptive Compression Scheme for the Block Data in the Blockchain for IIoT, IEEE Transactions on Industrial Informatics, vol. 18, no. 12, Dec. 2022. (1区 Top)
(33) Jiang Tao, Zhen Gao* and Zhaohui Guo, Training Vision Transformers in Federated Learning with Limited Edge-Device Resources, Electronics, Aug. 2022. (3区)
(34) Zhen Gao, Dongbin Zhang, Jiuzhi Zhang, et al., BC-AKA: Blockchain based Asymmetric Authentication and Key Agreement Protocol for Distributed 5G Core Network, China Communications, vol. 19, no. 6, pp. 66-76, June 2022. (3区)
(35) Zhen Gao, Jinhua Zhu, Tong Yan, et al., Fault Tolerant Polyphase Filters-based Decimators for SRAM-based FPGA Implementations, IEEE Transactions on Emerging Topics in Computing, vol. 10, no. 2, pp. 591-601, Apr-Jun 2022. (2区)
(36) Zhen Gao, Yi Yao, Xiaohui Wei, et al., Reliability Evaluation of FPGA based Pruned Neural Networks, Microelectronics Reliability, vol. 130, March 2022, 114498.
(37) Zhen Gao, Han Zhang, Yi Yao, et al., Soft Error Tolerant Convolutional Neural Networks on FPGAs with Ensemble Learning, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 30, no. 3, pp. 291-302, March 2022. (2区)
(38) Jinhua Zhu, Jie Jin, Zhen Gao*, et al., Single Event Transient Tolerant Count Min Sketches, Microelectronics Reliability, vol. 129, Feb. 2022, 114486.
(39) X. Ning, G. Ge, W. Li, Z. Zhu, Y. Zheng, X. Chen, Z. Gao, Y. Wang and H. Yang, FTT-NAS: Discovering Fault-Tolerant Convolutional Neural Architecture, ACM Transactions on Design Automation of Electronic Systems, vol. 26, no. 6, Aug. 2021.
(40) Zhen Gao, Lingling Zhang, Yinghao Cheng, et al., Design of FPGA Implemented Reed Solomon Erasure Code (RS-EC) Decoders with Fault Detection and Location on User Memory, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 29, no. 6, pp. 1073-1082, June 2021. (2区)
(41) Ming Li, Shixiong Chen, Zhen Gao*, Wanqing Wu, Lingzheng Xu, Physiological explicit of delayed psychological stress response induced by extra neural regulation, Computer Methods and Programs in Biomedicine, vol. 196, Nov. 2020. (2区Top)
(42) Zhen Gao, Lingling Zhang, Tong Yan, Kangkang Guo, Zhan Xu, Pedro Reviriego, Design of SEU-Tolerant Turbo Decoders Implemented on SRAM-FPGAs, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 28, no. 12, Dec. 2020. (2区)
(43) Zhen Gao, Jinhua Zhu, Tong Yan, Linghua Guo, Xiangping Chen, Yinqiao Li, Xiaolei Wan, Fault Tolerant Design of Large-Scale Digital Beam Forming in SRAM-FPGAs for Software Defined Satellite Platforms, China Communications, vol. 17. no. 7, July 2020. (3区)
(44) Zhen Gao, Lina Yan, Jinhua Zhu, Ruishi Han, Anees Ullah, Pedro Reviriego, Radiation Tolerant Viterbi Decoders for On-Board Processing (OBP) in Satellite Communications, China Communications, vol. 17. no. 1, Jan. 2020. (3区)
(45) Zhaohui Guo, Zhen Gao*, Haojuan Mei, Ming Zhao, Jinsheng Yang, Design and Optimization for Storage Mechanism of the Public Blockchain Based on Redundant Residual Number System, IEEE Access, vol. 7, 2019. (2区)
(46) Haojuan Mei, Zhen Gao*, Zhaohui Guo, Ming Zhao, Jinsheng Yang, Storage Mechanism Optimization in Blockchain System Based on Residual Number System, IEEE Access, vol. 7, 2019. (2区)
(47) Zhen Gao, Jinhua Zhu, Ruishi Han, et al., Design and Implementation of Configuration Memory SEU-Tolerant Viterbi Decoders in SRAM-Based FPGAs, IEEE Transactions on Nanotechnology, July 2019.
(48) Dan Ding, Zhen Gao*, Naiping Cheng, Feasibility of LTE-Based GEO Satellite Mobile Communication Systems to Support VoIP for Handheld Terminals, Chinese Journal of Electronics, Vol. 28, No. 4, July 2019, pp. 829-834.
(49) R. G. Toral, P. Reviriego, J. A. Maestro, and Z. Gao*, A Scheme to Design Concurrent Error Detection Techniques for the Fast Fourier Transform Implemented in SRAM-based FPGAs, IEEE Transactions on Computers, Vol. 67, No. 7, July 2018. (2区)
(50) Zhen Gao, Ming Zhou, Pedro Reviriego and Juan Antonio Maestro, Efficient Fault Tolerant Design for Parallel Matched Filters, IEEE Transactions on Circuits and System-II, Vol.65, No.3, March 2018. (2区 Top)
(51) Zhen Gao, Qingqing Jing, Yumeng Li, Pedro Reviriego and Juan Antonio Maestro, An Efficient Fault-Tolerance Design for Integer Parallel Matrix–Vector Multiplications, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Vol.26, No.1, Jan. 2018. (2区)
(52) Zhen Gao, Pedro Reviriego, Zhan Xu, Xin Su, Ming Zhao, Jing Wang, and Juan Antonio Maestro. Fault Tolerant Parallel FFTs Using Error Correction Codes and Parseval Checks, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Vol.24, No.2, Feb. 2016. (2区)
(53) Hang Li, Zhen Gao*, Ming Zhao, Jing Wang, Partial Iterative Decode of Turbo Codes for OnBoard Processing Satellite Platform, China Communications, Vol. 12, No. 11, pp 104-111, Nov. 2015. (3区)
(54) Ashkan Kalantari, Gan Zheng, Zhen Gao, Zhu Han, and Bjorn Ottersten, Secrecy Analysis on Network Coding in Bidirectional Multibeam Satellite Communications, IEEE Transactions on Information Forensics and Security, Vol. 10, No. 9, May 2015. (1区Top)
(55) Yizhou He, Siyang Liu, Zhen Gao*, Gaofeng Cui and Weidong Wang, Evaluation of system performance for the BMSat, International Journal of Satellite Communications and Networking, Vol. 33, No. 4, May 2015.
(56) Zhen Gao, Pedro Reviriego, Zhan Xu, Xin Su, Jing Wang, and Juan Antonio Maestro. Efficient Coding Schemes for Fault-Tolerant Parallel Filters, IEEE Transactions on Circuits and Systems-II, Vol.62, No.7, July 2015. (2区Top)
(57) Zhen Gao, Pedro Reviriego, Wen Pan, Zhan Xu, Ming Zhao, Jing Wang, and Juan Antonio Maestro. Fault Tolerant Parallel Filters based on Error Correction Codes, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, Vol.23, No.2, Feb. 2015. (2区)
(58) Jie Liu, Zhen Gao*, Changjian Guo, and Chao Lu, Multiple Input Detection and Digital Signal Processing for Uncooled ONUs in a TWDM-PON with a Commercial WDM Demultiplexer, Optical Fiber Technology vol. 20, no. 4, Aug. 2014.
(59) Zhen Gao, Pedro Reviriego, Xianwen Li, Juan Antonio Maestro, Ming Zhao and Jing Wang. A fault tolerant implementation of the Goertzel algorithm, Microelectronics Reliability, Vol. 54, No. 1, Jan. 2014.
(60) Zhen Gao, Pedro Reviriego, Wen Pan, Zhan Xu, Ming Zhao, Jing Wang. Efficient Arithmetic Residue Based SEU- tolerant FIR Filter Design, IEEE Transaction on Circuits and Systems-II, Vol.60, No.8, Aug. 2013.
(61) Zhen Gao, Pedro Reviriego, Ming Zhao, Jing Wang and Juan Antonio Maestro. Efficient Single Event Upset-Tolerant FIR Filter Design Based on Residue Number for OBP Satellite Communication Systems, China Communications, Vol.10, No.8, Aug. 2013.
(62) Siyang Liu, Fei Qin, Zhen Gao*, Zhang Yuan and He Yizhou, LTE-Satellite: Chinese Proposal for Satellite Component of IMT-Advanced System, China Communications, Vol.10 No.10, Oct. 2013.
(63) Wenhui Yang, Zhen Gao, Xiang Chen, Ming Zhao, Jing Wang, Residue code based low cost SEU-tolerant fir filter design for OBP satellite communication systems, EURASIP Journal on Wireless Communications and Networking, 2012:174, May 2012.
(64) Cheng Liu, Hung-Chang Chien, Zhen Gao, et al., Optimization of Vector Signal Delivery Over Double-Sideband Carrier-Suppressed Optical Millimeter-Waves Through DC Coupling, IEEE Photonics Technology Letters, Vol.23, No.12, June 2011.
授权专利:
(1) 基于神经网络的多信息融合命名实体识别方法,发明专利,专利号2022101210961,第一发明人,2024.9.6;
(2) 基于余数系统的自适应区块数据压缩方法,发明专利,专利号2022101210961,第一发明人,2024.8.22;
(3) 一种基于线性编码的并行线性处理系统的容错方法,发明专利,专利号2019112303968,第一发明人,2024.2.23;
(4) 改进的Kubernetes资源调度方法,发明专利,专利号2019113052420,第三发明人,2023.10.20;
(5) 一种高效门限可验证多秘密分享方法,发明专利,专利号2021108907271,第一发明人,2023.9.5;
(6) 一种基于区块链的患者家属远程确认系统和授权方法,发明专利,专利号202111128851.0,第一发明人,2023.4.18;
(7) 用于区块链平台资源调度的方法,发明专利,专利号2020100763060,第三发明人,2023.1.3;
(8) 一种基于区块链的病例数据远程授权查阅方法,发明专利,专利号202111151827.9,第一发明人,2022.10.11;
(9) 一种基于神经网络的改进分层序列标注联合关系抽取方法,发明专利,专利号202110507161X,第一发明人,2022.5.17;
(10) 一种基于Viterbi译码器的选择性保护方法,发明专利,专利号2019104750118,第一发明人,2021.6.8;
(11) 一种SDN环境下的LDoS攻击检测方法,发明专利,专利号2018111174931,第一发明人,2021.4.27;
(12) 一种基于输入和输出数据操作的FIR滤波器故障注入方法,发明专利,专利号2017103178298,第一发明人,2020.8.18;
(13) 一种基于余数校验的容错滤波处理中的多采样判决方法, 发明专利,专利号2013091300605300,第一发明人;
(14) 基于输入微调的余数校验容错低通滤波处理方法,发明专利,专利号201310035424.7,第一发明人;
(15) 基于输入微调的余数校验容错高通/带通滤波处理方法,发明专利,专利号201310042828.9,第一发明人;
(16) 一种分布式地基波束成形传输系统及方法,发明专利,专利号201310146731.2,第一发明人;
(17) 基于LTE的卫星通信系统T2T架构,发明专利,申请号201310384465.7,第三发明人;
(18) 一种基于输入和输出数据操作的FIR滤波器故障注入方法,发明专利,专利号201710317829.8,第一发明人;
讲授课程:
(1) 通信系统集成电路设计(本科生、英语)
(2) 卫星通信(本科生)
(3) 区块链原理与应用(本科生)
(4) 无线通信(研究生,英语)
教改项目:
(1) 天津大学校级教改,基于MWorks的通信系统集成电路仿真实践,2024;
(2) 电气自动化与信息工程学院新工科教改项目,信通学科综合实验平台建设,2023;
(3) 天津大学第四批课程思政教改项目,《卫星通信》课程思政建设,2022;
(4) 新工科人才培养平台及项目式教学改革建设项目,《软件无线电》项目式教学改革,2020;
(5) 第三批校级虚拟仿真实验教学项目,卫星通信系统设计虚拟仿真综合实验,2019;
奖励及荣誉:
(1) 爱思唯尔中国高被引学者(2020/2021/2023);
(2) 中国通信学会科学技术三等奖(2023);
(3) DFT Best Paper Award(2021);
(4) 校内荣誉:学院优秀集体(本科评估工作支撑团队,2024);学院十佳优秀教工(2023);学院优秀班主任(2019/2020/2023);天津大学优秀毕设指导教师(2019/2022);天津大学优秀工会积极分子(2019/2020/2021/2022);学院抗议服务先锋队、教学保障团队优秀集体(2022);学院优秀共产党员(2021);学院教学榜样、优秀在线教学案例(2020);天津大学教书育人先进个人、天津大学沈志康奖教金(2019);天津大学第十二届教师讲课大赛二等奖(2018);学院讲课大赛一等奖(2017);天津大学“北洋学者-青年骨干教师” (2016);
指导学生竞赛:
(1) 2024年中国国际大学生创新大赛天津市银奖;
(2) 2024年第十一届“大唐杯”全国大学生新一代信息通信技术大赛天津市一等奖;
(3) 2023年第九届中国国际“互联网+”大学生创新创业大赛天津市银奖;
(4) 2021年第七届中国国际“互联网+”大学生创新创业大赛天津市金奖、全国铜奖;
(5) 2021“中银杯”第八届天津青年创新创业大赛天津赛区银奖;
(6) 2021华为区块链高校大赛优秀奖;
(7) 2020“华为杯”第十七届中国研究生数学建模竞赛二等奖;
其他(社会兼职等):
(1) 中国计算机学会容错专委委员、区块链专委委员;;
(2) IEEE 高级会员、中国电子学会高级会员、中国通信学会高级会员。