温金明

姓名：

温金明

性别：

男

职称：

吉林大学教授、博导、国家青年人才，青年珠江学者

所在系别：

概率统计与数据科学系

是否博导：

是

最高学历：

博士

最高学位：

博士

电话：

13002006973

Email：

jinmingwen1@163.com

所在学科专业：

概率统计、计算数学、应用数学

所研究方向：

机器学习、稀疏学习、数值线性代数、自然语言处理、格密码

讲授课程：

概率统计

教育经历：

2010年9月——2015年2月，加拿大麦吉尔大学数学与统计学院，应用数学，博士

2008年9月——2010年6月，吉林大学数学学院，基础数学，硕士

2004年9月——2008年6月，吉林化工学院理学院，信息与计算科学，学士

工作经历：

2025年4月——至今，吉林大学，教授、博导

2018年9月——2025年3月，暨南大学，教授、博导

2017年9月——2018年8月，加拿大多伦多大学，博士后

2016年9月——2017年8月，加拿大阿尔伯塔大学，博士后

2015年3月——2016年8月，法国里昂并行计算实验室，博士后

科研项目：

[1]  国家自然科学基金面上项目“稀疏信号重构的随机算法设计与理论分析”（12271215），2023.01—2026.12，46万元，项目主持人

[2]  国家自然科学基金—天元基金访问学者项目“基于压缩感知的融合高维多组学乳腺癌预后分析方法研究”（12326378），2024.01—2024.12，20万元，被访问者，项目主持人

[3]  国家自然科学基金面上项目“α-强衰减稀疏信号重构理论研究与算法设计”（11871248），2019.01—2022.12，50万元，已结题,   项目主持人

[4]  密码科技重点实验室,   密码科学技术全国重点实验室开放课题重点课题,   MMKFKT202107, 最短向量问题求解的算法设计优化及应用,   2021.07-2024.06, 30万元，项目主持人

学术论文：

5篇代表作

[1]    Jinming Wen,   Dongfang Li and Fumin Zhu. Stable Recovery of Sparse Signals via   l_p-Minimization, Appl. Comput. Harmon. Anal., 38(2015), 161-176. （中科院1区期刊、曾入选高被引论文、SCI引用100次）

[2] Jinming Wen and   Xiao-Wen Chang. Success Probability of the Babai Estimators   for Box-Constrained Integer Linear Models, IEEE Trans. Inf. Theory,   63(2017), pp. 631-648.  （CCF A类顶级期刊、曾入选ESI高被引论文、SCI引用46次）

[3] Jinming Wen,   Zhengchun Zhou, Jian Wang, Xiaohu, Tang and Qun Mo. A Sharp Condition for Exact Support   Recovery with Orthogonal Matching Pursuit, IEEE Trans. Signal Process.,   65(2017), pp.1370-1382.  （中科院1区期刊、曾入选ESI高被引论文、曾入选ESI热点论文，SCI引用156次）

[4]    Jinming Wen* and   Xiao-Wen Chang.  On the KZ Reduction, IEEE Trans. Inf. Theory,   65(2019), pp. 1921-1935.（CCF A类期刊、曾入选ESI高被引论文、SCI引用32次）

[5]    Jinming Wen,   Zhengchun Zhou, Zilong Liu, Ming-Jun Lai* and Xiaohu Tang. Sharp Sufficient   Conditions for Stable Recovery of Block Sparse Signals by Block Orthogonal   Matching Pursuit, Appl. Comput. Harmon. Anal., 47(2019), pp. 948-974. （中科院1区期刊、曾入选高被引论文、SCI引用56次）

2025年

[6]  Jinming   Wen, Junhua He, Zihao He and Xiaoli Liu,   Heavy-ball Enhanced Pseudo-Inverse-Based Hard Thresholding Algorithms for   Sparse Linear Inverse Problems, to appear in Inverse Probl..

[7]  Jinming   Wen, Changhao Li, Qianyu Shu, and Zhengchun Zhou, Randomized orthogonal matching pursuit algorithm with   adaptive partial selection for sparse signal recovery, SIAM J. Imaging   Sci. , 18(2025), pp. 1028-1057.

[8] Zihao He, Qianyu Shu, Jinming   Wen, and Hing   Cheung So. Efficient Sparse Recovery with Arctangent Regularization: A   Novel Iterative Thresholding Algorithm, IEEE Trans.   Circuits  Syst. Video Technol..（中科院1区期刊）

[9] Qing Li, Shanxiang   Lyu, and Jinming Wen*. Optimal Client Selection of Federated Learning Based on   Compressed Sensing, IEEE Trans. Inf. Forensics   Secur., 20(2025), pp. 1679-1694.（中科院1区、CCF A期刊）

[10]     Jinming   Wen.  Binary Least   Squares: An Algorithm for Binary Sparse Signal Recovery, J. Comput. Math., 43(2025), pp. 493-514. （中国数学会T1期刊）

2024年

[11] Shuai Zhao, Luu Anh Tuan, Jie Fu, Jinming   Wen*, and Weiqi Luo. Exploring Clean Label   Backdoor Attacks and Defense in Language Models. IEEE   Trans. Audio Speech Lang. Process.,   32(2024), pp. 3014-3024. （中科院2区TOP期刊）

[12]     Zihao He,   Zhi-Yong Wang, Jinming Wen* and Hing Cheung So. Non-negative Sparse Recovery via   Momentum-Boosted Adaptive Thresholding Algorithm, J. Sci. Comput.,   101(2024), article number 47. （中科院2区期刊）

[13] Zhao Shuai, Gan Leilei, Tuan Luu Anh, Fu   Jie, Lyu Lingjuan, Jia Meihuizi and Jinming   Wen*. Defending Against Weight-Poisoning   Backdoor Attacks for Parameter-Efficient Fine-Tuning, Proceedings of the 2024   Conference of the North American Chapter of the Association for Computational   Linguistics, 3424-3428. (CCF-B)

[14]     Zihao He,   Qianyu Shu, Yinghua Wang, and Jinming Wen*. A ReLU-based   hard-thresholding algorithm for non-negative sparse signal recovery, Signal   Process. 215 (2024): 109260. （中科院2区期刊）

2023年

[15] Jinming   Wen, Hongyu He, Zihao He and Fumin   Zhu. A Pseudo-Inverse-Based Hard Thresholding Algorithm for Sparse   Signal Recovery, IEEE Trans. Intell. Transp. Syst.,   24(2023),   pp. 7621-7630. （中科院1区期刊）

[16] Shuai   Zhao, Qing Li, Yuer Yang, Jinming Wen*   and Weiqi Luo.  From Softmax to Nucleusmax: A Novel Sparse Language   Model for Chinese Radiology Report Summarization, ACM   Trans. Asian Low Resour. Lang. Inf. Process., 22(2023),   pp.1-21.

[17] Kang Li, Fengjun Xiao, Bingpeng Zhou and   Jinming Wen*. A sharper lower bound on Rankin's constant, Inf.   Process. Lett., 182 (2023), 106379.（中国密码学会B类期刊）

[18] Qing   Li, Shuai Zhao, Shancheng Zhao and Jinming   Wen*. Logistic Regression Matching Pursuit   algorithm for text classification,   Knowl. Based Syst., 277(2023),   110761. （中科院1区期刊）

[19] Shuai Zhao, Zhuoqian Liang, Jinming   Wen* and Jie Chen.   Sparsing and Smoothing for the seq2seq Models, IEEE Trans. Artif. Intell., 4(2023),   pp.464-472.

[20] Yinghua   Wang, Zihao He, Guoming Zhang and Jinming Wen*, Improved Sufficient   Conditions Based on RIC of Order 2s for IHT and HTP Algorithms, IEEE   Signal Process. Lett., 30 (2023), pp. 668-672. （中科院2区期刊）

[21] Haifeng   Li, Jing Zhang, Jinming Wen*, Dongfang Li. Required   number of iterations for sparse signal recovery via orthogonal least squares,   J. Comput. Math., 41 (2023), pp. 1-17. （中国数学会T1期刊）

2022年

[22]       Jinming   Wen* and Xiao-Wen Chang. Sharper bounds on four lattice constants,Des.   Codes, Cryptogr., 90(2022), pp. 1463-1484. （CCF B类期刊、中科院2区期刊）

[23] Bingpeng Zhou*, Jinming Wen*,   Hongyang Chen, and  Vincent K. N. Lau.   The Effect of Multipath Propagation on Performance Limit of mmWave MIMO-Based   Position, Orientation and Channel Estimation. IEEE Trans. Veh. Technol.,   71(2022), pp. 3851-3867.

[24]     Jie Chen,   Yu Li, Jinming Wen, and Jian Weng, Identity-based matchmaking   encryption from standard assumptions, In Advances in   Cryptology–ASIACRYPT 2022: 28th International Conference on the Theory and   Application of Cryptology and Information Security, Taipei, Taiwan, December   5–9, 2022, Proceedings, Part III (pp. 394-422). Cham: Springer Nature   Switzerland. （三大密码学会议, 按姓氏排）

2021年

[25]     Jinming   Wen and Haifeng Li.  Binary   sparse signal recovery with binary matching pursuit, Inverse Probl., 37(2021), pp. 065014. （中国数学会T1期刊）

[26]     Haifeng Li, Jinming Wen*, Jun Xian   and Jing Zhang. Nearly   optimal number of iterations for sparse signal recovery with orthogonal   multi-matching pursuit, Inverse Probl.,   37(2021), pp. 115007. （中国数学会T1期刊）

[27]     Jinming   Wen* and Xiao-Wen Chang. On   the Success Probability of Three Detectors for the Box-Constrained Integer   Linear Model, IEEE Trans. Commun. 69(2021), pp. 7180-7191. （中科院2区TOP期刊）

[28]     Jinming   Wen, Jie Li, Huanmin   Ge, Zhengchun Zhou and Weiqi Luo. Orthogonal Least Squares Detector for   Generalized Spatial Modulation, IEEE Trans. Wirel. Commun., 20(2021),   pp. 5071-5082. （中科院1区期刊）

[29]     Bingpeng Zhou, An Liu, Vincent Lau, Jinming   Wen*, Shahid Mumtaz, Ali Kashif Bashir and Syed Hassan Ahmed. Performance   Limits of Visible Light-Based Positioning for Internet-of-Vehicles:   Time-Domain Localization Cooperation Gain, IEEE   Trans. Intell. Transp. Syst., 22(2021), pp. 5374-5388. （中科院1区期刊）

[30] Shancheng Zhao,   Chaojie Yang, and Jinming Wen*. Spatially coupled serially concatenated codes via parity   re‐encoding. Electron. Lett., 57(2021): 129-131.

2020年

[31] Jinming Wen*, Rui   Zhang and Wei Yu. Signal-Dependent Performance Analysis of   Orthogonal Matching Pursuit for Exact Sparse Recovery, IEEE Trans. Signal Process., 68(2020), pp. 5031-5046. （中科院1区期刊）

[32] Shancheng Zhao, Jinming   Wen*, Shahid Mumtaz, Sahil Garg and Bong Jun Choi. Spatially Coupled   Codes via Partial and Recursive Superposition for Industrial IoT with High Trustworthiness,   IEEE Trans. Ind. Informat.,16(2020), pp. 6143-6153. （中科院1区期刊）

[33] Donghong Cai, Jinming   Wen*, Pingzhi Fan, Yanqing Xu and Lisu Yu. Active user and data detection   for uplink grant-free NOMA systems, China Commun., 17(2020), pp. 2-28. （中国卓越期刊）

[34] Zhigao Zheng, Tao   Wang*, Jinming Wen*, Shahid Mumtaz, Ali Kashif Bashir and Sajjad   Hussain Chauhdary. Differentially Private High-Dimensional Data Publication   in Internet of Things, IEEE Internet Things J., 7(2020), pp.   2640-2650.（中科院1区期刊）

[35] Tengjiao He, Kwan-Wu Chin, Sieteng Soh, Changlin Yang and Jinming   Wen*. On Maximizing Min Source Rate in Power Beacon Assisted IoTs   Networks. IEEE Trans. Veh. Technol., 69(2020), pp. 11880-11892. （中科院2区TOP期刊）

2019年

[36]     Jinming   Wen, Jian Weng, Chao Tong, Chao Ren and Zhengchun Zhou. Sparse   Signal Recovery with Minimization of 1-Norm Minus 2-Norm. IEEE Trans. Veh.   Technol., 68(2019), pp. 6847-6854. （中科院2区TOP期刊、SCI引用35次）

[37]     Jinming   Wen*, Lanping Li, Xiaohu Tang, and Wai-Ho Mow. An   Efficient Optimal Algorithm for the Successive Minima Problem, IEEE Trans.   Commun., 67(2019), pp. 1424-1436. （中科院2区TOP期刊）

[38]     Jinming   Wen, Jian Weng, Yi Fang, Haris Gacanin and Weiqi Luo. Novel   Properties of Successive Minima and Their Applications to 5G Tactile   Internet, IEEE Trans. Ind. Informat., 15(2019), pp.3068-3076. （中科院1区期刊）

[39]     Honghong   Yang, Jinming Wen*, Xiaojun Wu*, Li He, Shahid Mumtaz. An Efficient   Edge Artificial Intelligence MultiPedestrian Tracking Method With Rank   Constraint, IEEE Trans. Ind. Informat., 15(2019), pp. 4178-4188. （中科院1区期刊）

[40]      Qiao Tian, Yun Lin,   Xinghao Guo, Jinming Wen*, Yi Fang, Jonathan Rodriguez and Shahid   Mumtaz. New Security Mechanisms of High-Reliability IoT Communication Based   on Radio Frequency Fingerprint. IEEE Internet Things J., 6(2019), pp.   7980 - 7987. （中科院1区期刊）

[41]      Huanmin   Ge, Libo Wang, Jinming Wen* and Jun Xian. An   RIP Condition for Exact Support Recovery with Covariance-Assisted Matching   Pursuit, IEEE Signal Process. Lett., 26(2019), pp. 520-524. （中科院2区期刊）

[42]  Haifeng Li and Jinming Wen*. A New Analysis for Support Recovery with   Block Orthogonal Matching Pursuit, IEEE Signal Process. Lett.,   26(2019), pp. 247-251. （中科院2区期刊）Jinming   Wen, Xiao-Wen Chang and Jian   Weng. Improved Upper Bounds on the Hermite and KZ Constants, ISIT 2019,   1742-1746.

[43] Jinming Wen and Wei Yu. Exact Sparse Signal Recovery via Orthogonal   Matching Pursuit with Prior Information, ICASSP 2019, 5003--5007.

2018年

[44] Jinming Wen*, Keyu Wu,   Chintha Tellambura and Pingzhi Fan. Closed-Form   Word Error Rate Analysis for Successive Interference Cancellation Decoders, IEEE   Trans. Wirel. Commun., 17(2018), pp.   8256-8267. （中科院1区期刊）

[45] Jinming Wen, Li He and Fumin Zhu. Swarm Robotics Control and Communications:   Imminent Challenges for Next Generation Smart Logistics, IEEE Commun. Mag.,   56(2018), pp. 102-107. （中科院1区期刊）

[46] Jinming Wen,   Chao Ren and Arun Kumar Sangaiah. Energy-Efficient Device-to-Device Edge   Computing Network: An Approach Offloading Both Traffic and Computation, IEEE   Commun. Mag., 56(2018), pp. 96-102. （中科院1区期刊）

[47] Jinming Wen. Some   Properties of Successive Minima and Their Applications, ISIT 2018, pp.   686-690.

2017年

[48] Jinming Wen, Jian   Wang and Qinyu Zhang. Nearly Optimal Bounds for Orthogonal Least   Squares, IEEE Trans. Signal Process., 65(2017), pp. 5347-5356. （中科院1区期刊、   SCI引用69次）

[49] Jinming Wen and   Xiao-Wen Chang. GfcLLL: A Greedy Selection Based Approach   for Fixed-Complexity LLL Reduction, IEEE Commun. Lett., 21(2017), pp.   1965-1968.

[50] Jinming Wen,   Zhengchun Zhou, Dongfang Li, Xiaohu Tang. A Novel Sufficient Condition for   Generalized Orthogonal Matching Pursuit, IEEE Commun. Lett., 21(2017),   pp. 805-808.

2016年及以前

[51] Jinming Wen, Chao   Tong and Shi Bai. Effects of Some Lattice Reductions on the   Success Probability of the Zero-Forcing Decoder, IEEE Commun. Lett.,   20(2016), 2031-2034.

[52] Jinming Wen*, Baojian   Zhou, Wai Ho Mow and Xiao-Wen Chang. An Efficient Algorithm for Optimally   Solving a Shortest Vector Problem in Compute-and-Forward Design, IEEE   Trans. Wirel. Commun., 15(2016), pp. 6541-6555.（中科院1区期刊）

[53] Jinming Wen and Xiao-Wen Chang. A   modified KZ reduction algorithm, IEEE ISIT 2015, pp. 451-455.

[54] Jinming Wen,   Xiaomei Zhu, and Dongfang Li. Improved bounds on restricted isometry constant for orthogonal matching   pursuit. Electron.   Lett., 49(2013): 1487-1489.

[55] Jinming Wen, Xiao-Wen Chang and Chintha Tellambura. On the   Success Probability of the Box-Constrained Rounding and Babai Detectors, ISIT   2017, pp. 526-530.

[56] Jinming Wen, Lanping Li, Xiaohu Tang, Wai-Ho Mow and Chintha   Tellambura. An   Efficient Optimal Algorithm for Intger-Forcing Linear MIMO Receivers Design,   ICC 2017, pp. 1-6.

[57] Jinming Wen, Keyu Wu and Chintha Tellambura. A   Closed-Form Symbol Error Rate Analysis for Successive Interference   Cancellation Decoders, ICC 2017, pp. 1-6.

[58] Jinming Wen and Xiao-Wen Chang. A   Linearithmic Time Algorithm for a Shortest Vector Problem in   Compute-and-Forward Design, ISIT 2016, 2344-2348.

[59] Jinming Wen, Zhengchun Zhou, Jian Wang, Xiaohu, Tang and Qun Mo. A Sharp   Condition for Exact Support Recovery of Sparse Signals with Orthogonal   Matching Pursuit, ISIT 2016, 2364-2368.

[60] Jinming Wen, Baojian Zhou, Wai Ho Mow and Xiao-Wen Chang. Compute   and Forward Protocol Design Based on Improved Sphere Decoding, IEEE ICC 2015,   pp.1631-1636.

[61] Xiao-Wen   Chang, Jinming Wen, and Xiaohu Xie.  Effects of the LLL reduction on the   success probability of the Babai point and on the complexity of sphere   decoding, IEEE Trans. Inf. Theory,   59(2013), pp. 4915-4926. （按姓氏排）

著作教材：

刘小丽，温金明，王肃，胡彦，梁里宁，杜宝荣. 数据处理实践教程（微课版）（面向新工科专业建设计算机系列教材），清华大学出版社，2022-04-01。（出版至今销售4000+册）

社会兼职：

期刊编辑：

●  IEEE Trans.   Audio Speech Lang. Process.期刊编辑

●  Alexandria   Engineering Journal编辑

●    IET Quantum Communication编辑

●    Frontiers in Computer Science编辑

●    《人工智能科学与工程》编辑

社会服务：

●  中国数学会第十四届理事会理事

●    人工智能学会离散智能计算专委会常务委员兼副秘书长

●  广东省运筹学会常务理事

●    广东省计算数学学会常务理事

●    广东省科技奖会评专家

●    广东省教育厅长江学者推选会评专家

●    广东省万人计划青年拔尖人才推选会评专家

●    GF卓越青年科学基金会评专家

●    深圳市孔雀团队会评专家

●    广东省海外高层次人才引进项目会评专家

●    陕西省重点研发项目会评专家

●  广东省省市联合基金重点项目会评专家

●    广州市海外高层次人才引进项目会评专家

●    广州市重点领域研究计划项目会评专家

●    惠州市重点领域科技攻关“揭榜挂帅”项目会评专家

●    广州市黄浦区国际科技合作会评专家会评专家

●    广东省科技创新战略专项项目咨询专家

●    2020年松山湖创新创业大赛未来通信行业大赛决赛会评专家

●    国家自然科学基金函评专家

●    国家留学基金委函评专家

●    广西省科技奖函评专家

●    江苏省基础研究计划自然科学基金—优秀青年基金函评专家

●    广东省/陕西省科技厅函评专家

●    广东省教育厅函评专家

●    广州市科技局函评专家