教 師 簡 歷
基本信息
照片/Photo：
電子郵箱/E-mail：huaqingli@yggyf.cn
個人簡介
李華青🎻，男，重慶巴南人🥹，西南大學電子信息工程天辰副院長、教授、博士生導師🔄，主要從事群體智能系統協同控製👂🏿🚢、分布式優化、智能電網、人工智能等方面的研究工作。曾先後在德州農工大學卡塔爾分校做訪問學者，澳大利亞悉尼大學、新加坡南洋理工大學做博士後🗑🤽🏼。
擔任智能傳動與控製技術國家地方聯合工程實驗室（國家級科研平臺）副主任
非線性電路與智能信息處理重慶市重點實驗室（省級科研平臺）主任
中國工程院SCI院刊Frontiers of Information Technology & Electronic Engineering青年編輯
國際SCI期刊Neural Computing and Applications區域編輯
國際SCI期刊Kybernetika副編輯。
近年來發表（含在線）在IEEE Transactions匯刊和Automatica論文45篇（第一作者28篇，通訊作者7篇）；出版英文專著2部（第一作者）📊；授權專利37項；作為項目負責人主持國家自然科學基金面上項目在內的基金項目10余項。研究結果榮獲重慶市自然科學獎一等獎⚫️、中國指揮與控製學會科學技術獎－創新獎二等獎、中國自動化學會自然科學獎二等獎、重慶市科協自然科學優秀學術論文獎✪🔠、貴州省自然科學獎三等獎等多項科技獎勵。2018年入選重慶市高層次人才特殊支持計劃－青年拔尖人才，入選愛思唯爾2020中國高被引學者榜單、全球學者庫－全球頂尖前10萬名科學家（序號74938🧎♂️➡️，更新時間2022年2月8日）🧖♂️🤳🏻。是IEEE高級會員🤹🏽♀️，中國指揮與控製學會空天防務體系工程專委會委員，中國自動化學會專家庫專家，重慶市青年科技領軍人才協會首批會員，重慶市電子學會理事。擔任國家自然科學基金通訊評審專家，教育部學位與研究生教育發展中心學位論文通訊評審專家，以及30余個國際SCI期刊和20余個國際學術會議的同行審稿人。
課程教學
本科生課程🤌🏼：
《數據庫原理及應用》
《復變函數與積分變換》
研究方向及課題
1.分布式優化理論與方法及其應用
2.分布式納什均衡計算
3.多能源系統優化調度
研究成果
代表性論文
[1]Huaqing Li*; Dawen Xia; Qingguo Lü; Zheng Wang; Xiangzhao Wu; Huiwei Wang; Lianghao Ji; Second-Order Consensus of Continuous-Time Multi-Agent Systems, Elsevier, 2021.
[2]Huaqing Li*; Qingguo Lü; Zheng Wang; Xiaofeng Liao; Tingwen Huang; Distributed Optimization: Advances in Theories, Methods, and Applications, Springer, 2020.
[3]Huaqing Li, Qingguo Lü, Guo Chen, Tingwen Huang*, and Zhaoyang Dong, “Distributed Constrained Optimization over Unbalanced Directed Networks Using Asynchronous Broadcast-Based Algorithm,” IEEE Transactions on Automatic Control, vol. 66, no. 3, pp. 1102-1115, Mar. 2021. （Regular Paper）
[4]Huaqing Li, Xiangzhao Wu, Zheng Wang, and Tingwen Huang*, “Distributed Primal-Dual Splitting Algorithm for Multi-Block Separable Optimization Problems,” IEEE Transactions on Automatic Control, DOI: 10.1109/TAC.2021.3116116.
[5]Huaqing Li, Qingguo Lü, and Tingwen Huang*, “Distributed Projection Subgradient Algorithm over Time-Varying General Unbalanced Directed Graphs,” IEEE Transactions on Automatic Control, vol. 64, no. 3, pp. 1309-1316, Mar. 2019.
[6]Huaqing Li*, Xiaofeng Liao, Tingwen Huang, and Wei Zhu, “Event-Triggering Sampling Based Leader-Following Consensus in Second-Order Multi-Agent Systems,” IEEE Transactions on Automatic Control, vol. 60, no. 7, pp. 1998-2003, Jul. 2015. （工程領域ESI熱點論文和高被引論文）
[7]Huaqing Li, Zuqing Zheng, Qingguo Lü, Zheng Wang, Lan Gao, Guocheng Wu*, Lianghao Ji, and Huiwei Wang, “Primal-Dual Fixed Point Algorithms Based on Adapted Metric for Distributed Optimization,” IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109/TNNLS.2021.3110295. （Regular Paper）
[8]Huaqing Li, Huqiang Cheng, Zheng Wang, and Guocheng Wu*, “Distributed Nesterov Gradient and Heavy-Ball Double Accelerated Asynchronous Optimization,” IEEE Transactions on Neural Networks and Learning Systems, vol. 32, no. 12, pp. 5723-5737, Dec. 2021. （Regular Paper）
[9]Huaqing Li, Guo Chen, Tingwen Huang*, and Zhaoyang Dong, “High-Performance Consensus Control in Networked Systems with Limited Bandwidth Communication and Time-Varying Directed Topologies,” IEEE Transactions on Neural Networks and Learning Systems, vol. 28, no. 5, pp. 1043-1054, May 2017. （Regular paper🍢，工程領域ESI高被引論文）
[10]Huaqing Li*, Xiaofeng Liao, Tingwen Huang, Wei Zhu, and Yanbing Liu, “Second-Order Global Consensus in Multiagent Networks with Random Directional Link Failure,” IEEE Transactions on Neural Networks and Learning Systems, vol. 26, no. 3, pp. 565-575, Mar. 2015. （Regular paper🙅🏻，工程領域ESI高被引論文）
[11]Huaqing Li, Chicheng Huang, Guo Chen, Xiaofeng Liao, and Tingwen Huang*, “Distributed Consensus Optimization in Multiagent Networks with Time-Varying Directed Topologies and Quantized Communication,” IEEE Transactions on Cybernetics, vol. 47, no. 8, pp. 2044-2057, Aug. 2017. （Regular paper）
[12]Huaqing Li, Guo Chen, Tingwen Huang*, Zhaoyang Dong, Wei Zhu, and Lan Gao, “Event-Triggered Distributed Average Consensus over Directed Digital Networks with Limited Communication Bandwidth,” IEEE Transactions on Cybernetics, vol. 46, no. 12, pp. 3098-3110, Dec. 2016. （Regular paper）
[13]Huaqing. Li, Wentao Ding, Zheng Wang, Qingguo Lü, Lianghao Ji, Yongfu Li, and Tingwen Huang*, “Decentralized Triple Proximal Splitting Algorithm with Uncoordinated Stepsizes for Nonsmooth Composite Optimization Problems,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, DOI: 10.1109/TSMC.2022.3144187. （Regular Paper）
[14]Huaqing Li, Qingguo Lü, Guo Chen, Tingwen Huang*, and Zhaoyang Dong, “Convergence of Distributed Accelerated Algorithm over Unbalanced Directed Networks,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 51, no. 8, pp. 5153-5164, Aug. 2021. （Regular Paper）
[15]Huaqing Li*, Zheng Wang, Dawen Xia, and Qi Han, “Random Sleep Scheme-Based Distributed Optimization Algorithm over Unbalanced Time-Varying Networks,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 51, no. 8, pp. 5244-5253, Aug. 2021. （Regular Paper）
[16]Huaqing Li, Qingguo Lü, Xiaofeng Liao, and Tingwen Huang*, “Accelerated Convergence Algorithm for Distributed Constrained Optimization under Time-Varying General Directed Graphs,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 7, pp. 2612-2622, Jul. 2020. （Regular Paper）
[17]Huaqing Li*, Shuai Liu, Yeng Chai Soh, and Lihua Xie, “Event-Triggered Communication and Data Rate Constraint for Distributed Optimization of Multi-Agent Systems,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 48, no. 11, pp. 1908-1919, Nov. 2018. （Regular Paper）
[18]Huaqing Li*, Xiaofeng Liao, and Tingwen Huang, “Second-Order Locally Dynamical Consensus of Multiagent Systems with Arbitrarily Fast Switching Directed Topologies,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 43, no. 6, pp. 1343-1353, Nov. 2013. （Regular paper）
[19]Huaqing Li, Zheng Wang, Guo Chen*, and Zhaoyang Dong, “Distributed Robust Algorithm for Economic Dispatch in Smart Grids over General Unbalanced Directed Networks,” IEEE Transactions on Industrial Informatics, vol. 16, no. 7, pp. 4322-4332, Jul. 2020. （Regular Paper）
[20]Huaqing Li, Wentao Ding, Zheng Wang, Qingguo Lü, Yongfu Li, and Dawen Xia*, “Decentralized Dual Operator Splitting for Nonsmooth Composite Optimization,” IEEE Transactions on Network Science and Engineering, DOI: 10.1109/TNSE.2022.3155287. （Regular Paper）
[21]Huaqing Li, Qingguo Lü, and Tingwen Huang*, “Convergence Analysis of a Distributed Optimization Algorithm with a General Unbalanced Directed Communication Network,” IEEE Transactions on Network Science and Engineering, vol. 6, no. 3, pp. 237-248, Jul.-Sep. 2019. （Regular Paper）
[22]Huaqing Li, Jinhui Hu, Liang Ran, Zheng Wang, Qingguo Lü, Zhenyuan Du, and Tingwen Huang*, “Decentralized Dual Proximal Gradient Algorithms for Non-Smooth Constrained Composite Optimization Problems,” IEEE Transactions on Parallel and Distributed Systems, vol. 32, no. 10, pp. 2594-2603, Oct. 2021. （Regular Paper）
[23]Huaqing Li, Xiaofeng Liao*, Xinyu Lei, Tingwen Huang, and Wei Zhu, “Second-Order Consensus Seeking in Multi-Agent Systems with Nonlinear Dynamics over Random Switching Directed Networks,” IEEE Transactions on Circuits and Systems-I: Regular Papers, vol. 60, no. 6, pp. 1595–1607, Jun. 2013. （Regular paper）
[24]Huaqing Li*, Xiaofeng Liao, and Ruijin Liao, “A Unified Approach to Chaos Suppressing and Inducing in a Periodically Forced Family of Nonlinear Oscillators,” IEEE Transactions on Circuits and Systems-I: Regular Papers, vol. 59, no. 4, pp. 784-795, Apr. 2012. （Regular paper）
[25]Huaqing Li, Lifeng Zheng, Zheng Wang, Yongfu Li, Lianghao Ji, and Dawen Xia*, “Asynchronous Distributed Model Predictive Control for Optimal Output Consensus of High-Order Multi-Agent Systems,” IEEE Transactions on Signal and Information Processing over Networks, vol. 7, pp. 689-698, Oct. 2021. （Regular Paper）
[26]Huaqing Li*, Chicheng Huang, Zheng Wang, Guo Chen, and Hafiz Gulfam Ahmad Umar, “Computation-Efficient Distributed Algorithm for Convex Optimization over Time-Varying Networks with Limited Bandwidth Communication,” IEEE Transactions on Signal and Information Processing over Networks, vol. 6, pp. 140-151, Jan. 2020. （Regular paper）
[27]Huaqing Li, Guo Chen*, Xiaofeng Liao, and Tingwen Huang, “Attraction Region Seeking for Power Grids,” IEEE Transactions on Circuits and Systems-II: Express Briefs, vol. 64, no. 2, pp. 201-205, Feb. 2017. （工程領域ESI高被引論文）
[28]Huaqing Li, Guo Chen*, Xiaofeng Liao, and Tingwen Huang, “Leader-Following Consensus of Discrete-Time Multiagent Systems with Encoding-Decoding,” IEEE Transactions on Circuits and Systems-II: Express Briefs, vol. 63, no. 4, pp. 401-405, Apr. 2016.
[29]Huaqing Li, Lifeng Zheng, Zheng Wang, Yu Yan*, Liping Feng, and Jing Guo, “S-DIGing: A Stochastic Gradient Tracking Algorithm for Distributed Optimization,” IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 6, no. 1, pp. 53-65, Feb. 2022. （Regular Paper）
[30]Huaqing Li, Enbing Su, Chengbo Wang, Jiawei Liu, Zuqing Zheng, Zheng Wang, and Dawen Xia*, “A Primal-Dual Forward-Backward Splitting Algorithm for Distributed Convex Optimization,” IEEE Transactions on Emerging Topics in Computational Intelligence, DOI: 10.1109/TETCI.2021.3098831.
代表性知識產權
[1]李華青，袁野，呂慶國🧜♀️📛，基於汽車振動故障檢測系統的檢測數據分析方法，申請時間：2017.03.03，獲批時間↕️🏄🏽：2020.01.10🧑🏻⚕️，發明專利
[2]李華青，袁野🧑🎨，鄭李逢👨🏿🦰，呂慶國🧑🔧，王政🎰，一種足底壓力無線采集顯示電路及其方法，申請時間：2020.04.23，獲批時間😭🧛🏽：2021.01.22，發明專利
[3]李華青👨🏿🦳，程胡強，夏大文👨🏻🦰，吳國成，王政🫄🏽，呂慶國，王慧維🧘🏽♂️，紀良浩，郭靖🥟，一種基於Nesterov梯度法和重球法的雙加速分布式異步優化方法，申請時間𓀌：2020.07.07，獲批時間：2021.09.21，發明專利
[4]董滔📳，胡文婕🌎，李華青👎🏼，一種基於神經網絡的無人機尋跡系統，申請時間：2020.11.19🐆，獲批時間：2021.09.10，發明專利
[5]董滔，胡文婕，李華青，一種基於神經網絡的面部識別系統👨🏻🔧，申請時間🎅🏻：2020.11.19，獲批時間：2021.09.10，發明專利
[6]李華青♦︎，高旺💯，鄭李逢😘，一種無線智能開關控製系統🚂🈁，申請日期：2020.01.06，獲批時間：2020.09.15，實用新型專利
[7]李華青🚣🏼♀️，王玲，付寒雨，盧媛媛👨🏼🦰，模擬訓練垃圾分類的垃圾桶，申請日期：2019.10.28🧚🏿，獲批時間🛸：2020.08.14，實用新型專利
[8]李華青🫣，袁野🧚🏻🤴，呂慶國🚣🏼，帶調速控製電路的直流電機🎭👋🏼，申請日期𓀃：2018.01.30🚡，獲批時間🕳：2018.09.07，實用新型專利
[9]Li Huaqing, Hu Jinhui, Wang Zheng, A Distributed Stochastic Gradient Projection Strategy for Constrained Convex Optimization Problem, 申請時間：2019.12.03，獲批時間：2020.1.8，國際專利
[10]Li Huaqing, Gao Wang, Zheng Lifeng, Hu Jinhui, A New Technology For Wreless Intelligent Switch Control System, 申請時間：2020.1.16🦵🏻，獲批時間🤘🏿：2020.2.5，國際專利
[11]Li Huaqing, Cheng Huqiang, Hu Jinhui, Wang Zheng, Effective Doubly-Acoelerated Distributed Asynchronous Strategy for General Convex Optimization Problem👩🎤，申請時間🏦🔄：2020.2.5，獲批時間：2020.2.26，國際專利
[12]Li Huaqing, Zheng Lifeng, Wang Zheng, Efficient Distributed Methods for Sparse Solution to Composite Optimization Problem, 申請時間：2020.5.26🖕，獲批時間🙁：2020.6.17🤳，國際專利
[13]李華青👨🏽🎓，智能控製運行檢測系統V1.0，2020SR1576096，2020.03.10，軟件著作權
[14]李華青🤼♀️，基於MFC+OpenGL的三維模型系統V1.0，2017SR040505💂🏿♂️，2016.12.01，軟件著作權
[15]李華青👈，海底世界網遊智能控製軟件💻，2017SR040501，2016.12.01🈶，軟件著作權
