師資隊(duì)伍

駱劍平 教授

  • 辦公室:深圳大學(xué)電子與信息工程學(xué)院N818
  • 導(dǎo)師類別:博士生導(dǎo)師
  • E-mail:ljp@szu.edu.cn
  • 辦公電話:
個(gè)人詳情

個(gè)人簡介

駱劍平 博士,教授,博士生導(dǎo)師,電子工程系副系主任。主持國家自然科學(xué)基金項(xiàng)目、廣東省自然科學(xué)基金、深圳市科技計(jì)劃基礎(chǔ)研究重點(diǎn)、一般項(xiàng)目和深圳經(jīng)濟(jì)貿(mào)易信息委員會(huì)項(xiàng)目多項(xiàng),參與多項(xiàng)國家與省市項(xiàng)目。發(fā)表國內(nèi)外高水平期刊雜志和會(huì)議論文十余篇。國家自然科學(xué)基金委、廣東省科技廳、深圳市科創(chuàng)委項(xiàng)目評(píng)審專家,擔(dān)任多個(gè)國際雜志的特約審稿人,新加坡南洋理工大學(xué)訪問學(xué)者。主要研究領(lǐng)域?yàn)橹悄苡?jì)算、機(jī)器學(xué)習(xí)(深度學(xué)習(xí))、視頻處理等研究方向。深圳市海外高層次人才,深圳市南山區(qū)領(lǐng)航人才,深圳市首屆計(jì)算機(jī)科技貢獻(xiàn)獎(jiǎng)獲得者。

研究生興趣

人工智能、智能計(jì)算、機(jī)器學(xué)習(xí)、視頻信號(hào)處理

博士研究生招生方向

學(xué)術(shù)型博士:信息與通信工程

留學(xué)博士: 信息與通信工程

碩士研究生招生方向

學(xué)術(shù)型碩士:信息與通信工程

專業(yè)型碩士:新一代電子信息技術(shù)

部分期刊和會(huì)議論文

? Jianping Luo, Liang Chen, Xia Li, Qingfu Zhang,Novel Multitask Conditional Neural Network Surrogate Models, IEEE Transactions on Cybernetics, 2022, 52(5):3984-3997.

? Jianping Luo, Shaofei Huang, Yuan Yuan,Video Super-Resolution using Multiscale Pyramid 3D Convolutional Networks, 2020 ACM Multimedia(ACM MM), 1882-1890. (CCF-A)

? Ning Xie, Jianping Luo*. Resources Allocation at the Physical Layer for Network Function Virtualization Deployment. IEEE Transactions on Vehicular Technology. 10.1109/TVT.2020.2964703.

? Jianping Luo, YongFei Dong, Zexuan Zhu, Wenming Cao, and Xia Li, Expensive Multiobjective Optimization Based on Information Transfer Surrogate, IEEE Transactions on Systems, Man, and Cybernetics: Systems2023, 53(3):1684-1696.

? Jianping Luo, Abhishek Gupta,Yew-Soon Ong, Zhenkun Wang. Evolutionary Optimization of Expensive Multi-objective Problems with Co-sub-Pareto Front Gaussian Process Surrogates. IEEE Transactions on Cybernetics, 2019, 49(5):1708-1721.

? Jianping Luo*, Yongfei Dong, etc. A New Multitask Joint Learning Framework for Expensive Multi-objective Optimization Problems, IEEE Transactions on Emerging Topics in Computational Intelligence, 2024 (To appear).

? Jianping Luo, Xiongwen Huang, Yun Yang, Xia Li , Zhenkun Wang, Jiqiang Feng. A many-objective particle swarm optimizer based on indicator and direction vectors for many-objective optimization. Information Sciences, 2020, 514C: 166-202.

? Ruiqi Tan, Yuan Yuan, Jianping Luo*. "Video Super-Resolution with Spatial-Temporal Transformer Encoder." 2022 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2022. (CCF-B)

? Jingming Chen, Yuan Yuan, Jianping Luo*. "Self-Guided Video Super-resolution based on a Fast Deformable ConvGRU Model" 2022 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2022. (CCF-B)

? Z Wang, Q Zhang, YS Ong, S Yao, H Liu, Jianping Luo. Choose appropriate subproblems for collaborative modeling in expensive multiobjective optimization, IEEE Transactions on Cybernetics. 2021.

? Jianping Luo, Yun Yang, Qiqi Liu, Xia Li, Minrong Chen and Kaizhou Gao. A new hybrid memetic multi-objective optimization algorithm for multi-objective optimization, Information Sciences2018, 449C: 164-186.

? Jianping Luo, Yun Yang, Qiqi Liu,Xia Li, Min-rong Chen. A decomposition-based multi-objective evolutionary algorithm with quality indicator. Swarm and Evolutionary Computation2018, 39 (C): 339-355.

? Yun Yang, Jianping Luo*, L. Huang, and Q. Liu. A Many-Objective Evolutionary Algorithm with Epsilon-Indicator Direction Vector. Applied Soft Computing, 2019, 76C: 326-355.

? Kaizhou Gao, Ling Wang, Jianping Luo, Hua Jiang, Ali SadollaQuanke Pan. Discrete harmony search algorithm for scheduling and rescheduling the reprocessing problems in remanufacturing: a case study. Engineering Optimization, 2017:1-17.

? Jianping Luo, Qiqi Liu, Yun Yang, Xia Li, Min-rong Chen, Wenming Cao. An artificial bee colony algorithm for multi-objective optimization. Applied Soft Computing, 2016 (50): 235–251.

? Jianping Luo, Xia Li, Min-Rong Chen. A  novel hybrid shuffled frog-leaping algorithm for vehicle routing problem with time windows, Information Sciences, 2015-4, 316: 266-292.

? Jian-ping Luo, Xia Li, Min-Rong Chen. Hybrid Shuffled Frog Leaping Algorithm for Energy-Efficient Dynamic Consolidation of Virtual Machines in Cloud Data Centers. Expert Systems With Applications, 2014-10, 41(10):5804-5816.

? Jianping Luo, Min-Rong Chen.  Multi-phase Modified Shuffled Frog Leaping Algorithm with Extremal Optimization for the MDVRP and the MDVRPTW, Computers & Industrial Engineering, 2014-6, 72:84-97.

? Jianping Luo, Min-Rong Chen. Improved Shuffled Frog Leaping Algorithm and its Multi-Phase Model for Multi-Depot Vehicle Routing Problem, Expert Systems With Applications, 2014-4, 41(5): 2535–2545.

? Jianping Luo, Xiongwen Huang, Xia Li and Kaizhou Gao. A novel particle swarm optimizer for many-objective optimization, 2019 IEEE Congress on Evolutionary Computation (CEC), 2019.

? Jianping Luo, Wei Xu, Jiao Chen,A Novel Radial Basis Function (RBF) Network for Bayesian Optimization, 7th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2021(CCIS 2021) , 250-254, 2021.11

? Jianping LuoJiqiang Feng, Ruofan Jin. A New Approach to Building the Gaussian Process Model for Expensive Multi-objective Optimization, ICIST19. 2019.

? Ronghong Cai and Jianping Luo*, Multi-Task Learning for Multi-Objective Evolutionary Neural Architecture Search, 2021 IEEE Congress on Evolutionary Computation (CEC) ,1680-1687, 2021.05

? Rui Shi, Jianping Luo*, and Liu Qiqi, Fast Evolutionary Neural Architecture Search Based on Bayesian Surrogate Model, 2021 IEEE Congress on Evolutionary Computation (CEC2021),1217-1224,2021.05

? Yusu Chen, Rui Shi, Jianping Luo*, ME-DARTS: Introduce Multi-stage Evolution to Improve Differentiable Architecture Search, 2021 6th International Conference on Computational Intelligence and Applications (ICCIA 2021), 278-285, 2021.02

? Minyan Zheng, Jianping Luo*. Space-Time Video Super-Resolution 3D Transformer, MultiMedia Modeling - 29th International Conference, MMM 2023, 374-385, 2022. (CCF推薦會(huì)議)

? Kaishan Lin, Jianping Luo*. LIIVSR: A Unidirectional Recurrent Video Super-Resolution Framework with Gaussian Detail Enhancement and Local Information Interaction Modules, the 32nd International Conference on Artificial Neural Networks (ICANN23), Greece, 2023. (CCF推薦會(huì)議)

? Xueliang Zhong, Jianping Luo*. Classification-based and Lightweight Networks For Fast Image Super Resolution, the 32nd International Conference on Artificial Neural Networks (ICANN23), Greece, 2023. (CCF推薦會(huì)議)

? Zhichen Liu, Jianping Luo*. Deep Video Compression Based on 3D Convolution Artifacts Removal and Attention Compression Module, the 32nd International Conference on Artificial Neural Networks (ICANN23), Greece, 2023. (CCF推薦會(huì)議)

? Kaixuan Hou, Jianping Luo. A Fast and Scalable Frame-Recurrent Video Super-Resolution Framework, the 2023 International Conference on Neural Information Processing (ICONIP2023), Changsha, China, 2023. (CCF推薦會(huì)議)

? Jiaqi Wang, Jianping Luo*. A Novel Iterative Fusion Multi-Task Learning Framework for Solving Dense Prediction, the 2023 International Conference on Neural Information Processing (ICONIP2023), Changsha, China, 2023. (CCF推薦會(huì)議)

? Guang Luo, Jianping Luo*. Multi-objective Adaptive Dynamics Attention Model to Solve Multi-objective Vehicle Routing Problem with Reinforcement Learning, The 15th Asian Conference on Machine Learning (ACML 2023), ?stanbul, Turkey, 2023. (CCF推薦會(huì)議)

? Minyan Zheng, Jianping Luo*, Wenming Cao,Video Super-Resolution based on Spatial-Temporal Transformer,7th IEEE International Conference on Cloud Computing and Intelligence Systems, CCIS 2021(CCIS 2021) ,403-407, 2021.11.

? Zhichen LiuJianping Luo*. 3D Convolution-Based Video Compression Model Without Motion Estimation2023 3rd International Conference on Advanced Algorithms and Neural Networks (AANN 2023), Qingdao, China, 2023.

? Zijian Lin, Jianping Luo*; Hierarchical Bi-Directional Temporal Context Mining for Improved Image Compression, MMM 2024 (Accepted) (CCF推薦會(huì)議)

? Zebin Li, Jianping Luo*; Dive into Coarse-to-Fine Strategy in Single Image Deblurring, MMM 2024 (Accepted) (CCF推薦會(huì)議)

? Yuqi Yang, Jianping Luo*. Behavior Recognition Algorithm Based on Motion Capture and Enhancement, 2023 5th International Conference on Information Science, Electrical and Automation Engineering (ISEAE 2023). (Accepted)

? Jianlin Chen; Jianping Luo*; Enhancing Vehicle Routing Solutions through Attention-Based Deep Reinforcement Learning, 5th International Conference on Data-driven Optimization of Complex Systems (DOCS’2023), Tianjing, China

? K Gao, F Yang, J Li, H Sang, Jianping Luo. Improved jaya algorithm for flexible job shop rescheduling problem, IEEE Access 8, 2020, 86915-86922

? Q Yang, Z Wang, Jianping Luo, Q He, Balancing performance between the decision space and the objective space in multimodal multiobjective optimization, Memetic Computing, 2021, 13 (1), 31-47

? Jianping Luo, Xia Li, Min-rong Chen. Multi-PhaseHeuristic for Multi-Depots Vehicle Routing ProblemJournal of Software Engineering and Applications, 2013, 63: 82-86.

? Xia Li, Jianping Luo, Min-Rong Chen, Na Wang. An improved shuffled frog-leaping algorithm with extremal optimisation for continuous optimization, Information Sciences, 2012, 192(5): 143-151.

? Hu Xue, Jianping Luo*, Xiongwen Huang and Yun Yang. Effective resource management of cloud data center, 2018 International Conference on Communication, Network and Artificial Intelligence (CNAI2018), Beijing, 2018.4.23-2018.4.25.

? Jianping Luo, Xia Li, Min-Rong Chen, Hongwei Liu. An improved multi-objective evolution algorithm based on shuffled frog leaping, Management, Knowledge and learning international conference, Portoro, 2014.6.25-2014.6.27.

? Min-rong Chen, Wei Zen, Guo-qiang Zeng, Xia Li, Jian-Ping Luo. A Novel Artificial BeeColony Algorithm with Integration of Extremal Optimization for NumericalOptimization ProblemsEvolutionary Computation (CEC), 2014 IEEE Congress on, 242-249, 2014.

? Jianping Luo, Xia Li, Min-rong Chen. A Novel Meta-heuristic for the Multi-depot Vehicle Routing Problem, Communications in Computer and Information Science (ICICA2012), 216-224, Chengde, 2012.9.14-2012.9.17.

? Luo Jianping, Chen Min-Rong, Li Xia. A Novel Hybrid Algorithm for Global Optimization Based on EO and SFLA4th IEEE Conference on Industrial Electronics and Applications1926-1930Xian, CHINA2009.5.25-2009.5.27.

? 徐薇,駱劍平*,李霞,曹文明. 基于相關(guān)性學(xué)習(xí)層的多任務(wù)模型及其在貝葉斯優(yōu)化中的應(yīng)用, 深圳大學(xué)學(xué)報(bào)自然科學(xué)版40(4): 494-503, 2023.

? 駱劍平; 李霞; 陳泯融. 云計(jì)算環(huán)境中基于混合蛙跳算法的資源調(diào)度.計(jì)算機(jī)工程與應(yīng)用, 2012, (29): 67~72 .

? 駱劍平; 李霞; 陳泯融. 基于改進(jìn)混合蛙跳算法的CVRP求解. 電子與信息學(xué)報(bào), 2011.2.15, (02): 429~434.

? 駱劍平; 李霞; 陳泯融.混合蛙跳算法的Markov模型及其收斂性分析.電子學(xué)報(bào), 2010.12.15, (12): 2875~2880. (入選精品期刊頂尖論文平臺(tái)——領(lǐng)跑者5000

? 駱劍平; 陳泯融.混合蛙跳算法及其改進(jìn)算法的運(yùn)動(dòng)軌跡及收斂性分析.信號(hào)處理, 2010.9.25, (09): 1428~1433.

近年主持科研項(xiàng)目

? 國家自然科學(xué)基金,2022-2025

? 國家自然科學(xué)基金,2014-2016

? 深圳市基礎(chǔ)研究重點(diǎn)項(xiàng)目,2022-2025

? 深圳市面上項(xiàng)目,2020-2022

? 廣東省自然科學(xué)基金項(xiàng)目,2018-2021

? 深圳科技局基金項(xiàng)目,2017-2019

? 深圳市高端人才科研啟動(dòng)項(xiàng)目,2019-2022

? 深圳市基礎(chǔ)研究項(xiàng)目,2012-2014

? 深圳市基礎(chǔ)研究項(xiàng)目,2014-2016

? 深圳市經(jīng)貿(mào)信息委項(xiàng)目,2013-2014

? 深圳大學(xué)自然科學(xué)基金項(xiàng)目,2012-2013

部分授權(quán)發(fā)明專利和軟著

? 視頻分類方法、裝置、設(shè)備及存儲(chǔ)介質(zhì), 2023-6-302043-6-30, 中國, ZL2022117216703.

? 一種時(shí)空視頻超分辨率方法、裝置、設(shè)備及存儲(chǔ)介, 2023-9-292043-9-29, 中國, ZL2023100926911.

? 一種視頻超分辨率方法、裝置、設(shè)備及存儲(chǔ)介質(zhì), 2023-10-132043-10-13, 中國, ZL2023100295153.

? 一種視頻壓縮方法及電子設(shè)備, 2023-8-222043-8-22, 中國, ZL2022117433724.

? 一種視頻超分辨率處理方法及電子設(shè)備, 2023-8-222043-8-22, 中國, ZL2023100941165.

? 圖像處理方法、裝置、設(shè)備及存儲(chǔ)介質(zhì), 2023-8-222043-8-1, 中國, ZL2022116586559.

? 一種視頻的超分辨率處理方法、裝置、設(shè)備及介質(zhì), 2022-10-212042-10-21, 中國, ZL2022101551716.

? 一種圖像神經(jīng)架構(gòu)的確定方法、裝置、設(shè)備及存儲(chǔ)介質(zhì), 2023-9-292043-9-29, 中國, ZL2021101060315.

? 神經(jīng)網(wǎng)絡(luò)架構(gòu)搜索方法、裝置、電子設(shè)備及存儲(chǔ)介質(zhì), 2023-8-182043-8-18, 中國, ZL2021101918612.

? 一種虛擬機(jī)的動(dòng)態(tài)調(diào)整方法及其系統(tǒng),2015-8-222035-8-1, 中國,ZL 201510703546.8

? 一種圖像處理方法及電子設(shè)備,2020-6-22040-6-2, 中國,ZL201910089746.7.

? 車輛路徑智能優(yōu)化軟件模擬平臺(tái)

? 各類仿生算法測(cè)算工具軟件

? 神經(jīng)網(wǎng)絡(luò)架構(gòu)搜索及應(yīng)用識(shí)別軟件NAS-Platform v1.0,軟著,2021SR0414565.

? 基于條件神經(jīng)網(wǎng)絡(luò)的圖像補(bǔ)全系統(tǒng)CNP based-ICS v1.0,軟著,2021SR0414564.

獲獎(jiǎng)信息

? 深圳海外高層次人才

? 深圳市南山區(qū)領(lǐng)航人才

? 深圳市計(jì)算機(jī)科技貢獻(xiàn)獎(jiǎng)?wù)?/span>

? 慶祝共和國成立70周年計(jì)算機(jī)科技獎(jiǎng)

? 發(fā)表于《電子學(xué)報(bào)》論文入選中國精品科技期 刊頂尖學(xué)術(shù)論文領(lǐng)跑者5000F5000平臺(tái))

學(xué)術(shù)服務(wù)

國際期刊雜志:

? Journal of Autonomous Intelligence 編委

? Advanced Technologies of Multimedia Security 編委


? Referees for Journals and Conferences:

? IEEE Transaction on Cybernetics

? IEEE Transaction on Evolutionary Computation

? European Journal of Operation Research

? Information Sciences

? Computers & Industrial Engineering

? Expert Systems with Applications

? Soft Computing

? Computers & Operation Research

誠招專職研究員/博士后:稅后收入>35萬元/年

1. 招聘研究方向(包括但不限于):機(jī)器學(xué)習(xí)(包括深度學(xué)習(xí))、圖像/音頻/視頻處理與分析、計(jì)算機(jī)視覺、智能優(yōu)化與調(diào)度。

2. 崗位職責(zé):

1)與合作導(dǎo)師共同承擔(dān)重要的科研課題,按計(jì)劃完成博士后入站期間的科研任務(wù);

2)協(xié)助團(tuán)隊(duì)及實(shí)驗(yàn)室建設(shè)工作,撰寫發(fā)表IEEE Trans/CCF A類級(jí)別學(xué)術(shù)論文。

3. 應(yīng)聘條件:

1) 具有良好的學(xué)術(shù)道德和嚴(yán)謹(jǐn)科學(xué)態(tài)度、身體健康、能勝任崗位的工作要求;

2)具有較好的人工智能相關(guān)基礎(chǔ)知識(shí)理論、編程、英語閱讀和寫作能力。

4. 應(yīng)聘流程:

1) 將個(gè)人簡歷發(fā)給ljp@szu.edu.cn;

2) 經(jīng)過初篩后進(jìn)行面試;

3) 在面試結(jié)束后經(jīng)學(xué)校審批后再通知是否同意聘用。

招聘方會(huì)對(duì)申請(qǐng)人遞交的應(yīng)聘材料予以保密。

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