劉耿耿

人物簡介

劉耿耿，博士生導師，旗山學者，副教授，CCF高級會員，諒永IEEE會員，CAA會員，CCF YOCSEF福州AC委員（學術秘書），《Biosensors》、《EURASIP Journal on Wireless Communications and Networking》等SCI期刊的客座編輯，IEEE TrustCom 2021的Workshop General Chair、ICCE-TW 2021的Session Chair，CCF DAC 2020 網站主席，WISA 2020 出版主席辨格慨，WISA 2019和WISA2020 Session Chair。《IEEE Transactions on Cybernetics》、《IEEE Transactions on Very Large Scale Integration (VLSI) Systems》、《IEEE Transactions on Intelligent Transportation Systems》、《ACM Transactions on Design Automation of Electronic Systems》、《Knowledge-Based Systems》、《Applied Soft Computing》等國內外期刊的審稿專家。

主要從事計算智慧型及趨試舉埋其套用、EDA算法、機器學習等方面的研究。主持國家自然科學基金面上項目、國家自然科學基金青年項目等7個項目，並參與了多項國家自然科學基金科研項目，在《IEEE Transactions on Cybernetics》、《IEEE Transactions on Industrial Informatics》、《IEEE Transactions on Network Science and Engineering》、《ACM Transactions on Design Automation of Electronic Systems》、《Applied Soft Computing》、《SCIENCE CHINA Information Sciences》、《Frontiers of Computer Science》、《Expert Systems With Applications》、《Knowledge-Based Systems》、《Applied Mathematics and Computation》、《計算機學報》、《自動化學報》、《計算機輔助設計與圖形學學報》等國內外權威刊物和國際會議上發表80多篇學術論文，其中JCR一區23篇，JCR二區3篇，中科院一區7篇，中科院二區11篇，並申請發明專利45件，其中授權8件，獲軟體著作權12項。

入選 “旗山學者”獎勵支持計畫人選，獲2017年福建省科學與技術進步一等獎、2018年第十三屆福建省自然科學優秀學術論文二等獎、福建省計算機學會2018年學術年會櫻拔驗優秀論文一等獎、福建省計算機學會2019年學術年會優秀論文習承故碑三等獎、2020年福州大學教學成果獎特等獎、2020年第五屆全國計算機類課程實驗教學案例設計競賽二等獎、2020年曾亦容獎教金、2019年廈航獎教金、2015年福建省優秀博士學位論文、2015年福州大學優秀博士學位論文、2014年研究生國家獎學金等榮譽。

指導學生在ISPD 2018、ISPD 2019、ICCAD 2019等國際積體電路設計競賽中分別獲全球第3名、第3名、並列第4名。指導研究生獲WISA 2020最佳學生論文。指導學生獲福州大學第二屆虛擬仿真實驗教學項目創新設計競賽一等獎（第一名）、2020-2021學年“挑戰杯寒臘碑”福州大學大學生課外學術科技作品宙民試競賽二等獎和三等獎、第三屆虛擬現實技術及套用創新大賽高校創新組優秀創新獎。指導研究生獲研究生國家獎學金4人次。指導或協助指導博士生、研究生和本科生多次獲得福州大學優秀研究生學位論文、優秀本科畢業論文等。指導學生獲批大學生創新創業訓練計畫（SRTP）項目4項（國家級1項，省級1項，校級2項）。2014年6月至2014年12月，2017年7月至2018年6月、2019年7月至2019年8月前往台灣清華大學分別擔任為期半年、一年、一個多月的客座研究員。

主持的科研項目

1. 國家自然科學基金面上項目，先進Via-Pillar工藝下VLSI性能驅動多層布線算法研究（61877010），61.8萬，2019.1-2022.12，主持

2. 國家自然科學基金青年項目，多動態電壓設計下低功耗總體布線算法研究（11501114），21.33萬，2016.1-2018.12，主持

3. 福建省自然科學基金面上項目，多動態電壓設計下帶粒子群最佳化的VLSI總體布線算法研究（2019J01243），8萬，2019.6-2022.5，主持

4. 旗山學者獎勵計畫，先進制造工藝下VLSI性能驅動布線算法研究（XRC-20060），30萬，2020.1-2024.1，主持

5. 計算機體系結構國家重點實驗室開放課題，先進制造工藝下VLSI性能驅動層分配算法研究（CARCHB202014），5萬，2020.11-2022.10，主持

代表性論著

1. Genggeng Liu, Xing Huang, Wenzhong Guo*, Yuzhen Niu, Guolong Chen. Multilayer Obstacle-Avoiding X-Architecture Steiner Minimal Tree Construction Based on Particle Swarm Optimization. IEEE Transactions on Cybernetics, 2015, 45(5):989-1002.(SCI,IF=8.803)

2. Genggeng Liu, Xiaohua Chen, Ruping Zhou, Saijuan Xu*, Yeh-Cheng Chen, Guolong Chen. Social learning discrete Particle Swarm Optimization based two-stage X-routing for IC design under Intelligent Edge Computing architecture. Applied Soft Computing, 104(2021)107215.(SCI, IF=5.472)

3. Genggeng Liu, Weida Zhu, Saijuan Xu*, Zhen Zhuang, Yeh-Cheng Chen, Guolong Chen. Efficient VLSI routing algorithm employing novel discrete PSO and multi-stage transformation. Journal of Ambient Intelligence and Humanized Computing, 2020, Online.(SCI, IF=4.594)

4. Genggeng Liu, Liliang Yang, Saijuan Xu, Zuoyong Li, Yeh-Cheng Chen, Chi-Hua Chen*. X-Architecture Steiner Minimal Tree Algorithm Based on Multi-strategy Optimization Discrete Differential Evolution. PeerJ Computer Science, 2021, Accepted.(SCI, IF=3.091)

5. Genggeng Liu, Zhisheng Chen, Zhen Zhuang, Wenzhong Guo, Guolong Chen*. A unified algorithm based on HTS and self-adapting PSO for the construction of octagonal and rectilinear SMT. Soft Computing, 2020, 24(6):3943-3961.(SCI, IF=1.304)

6. Genggeng Liu, Wenzhong Guo*, Yuzhen Niu, Guolong Chen, Xing Huang. A PSO-based-timing-driven Octilinear Steiner tree algorithm for VLSI routing considering bend reduction. Soft Computing, 2015, 19(5):1153-1169.(SCI, IF=1.304)

7. Genggeng Liu, Wenzhong Guo*, Rongrong Li, Yuzhen Niu, Guolong Chen. XGRouter : High-Quality Global Router in X-Architecture with Particle Swarm Optimization. Frontiers of Computer Science, 2015, 9(4):576-594.(SCI, IF=1.039)

8. Xing Huang, Genggeng Liu, Wenzhong Guo*, Yuzhen Niu, Guolong Chen. Obstacle-Avoiding Algorithm in X-Architecture Based on Discrete Particle Swarm Optimization for VLSI Design. ACM Transactions on Design Automation of Electronic Systems, 2015, 20(2):1-28.(SCI, IF=0.850)

9. Xing Huang, Wenzhong Guo*, Genggeng Liu, Guolong Chen. FH-OAOS: A Fast Four-Step Heuristic for Obstacle-Avoiding Octilinear Steiner Tree Construction. ACM Transactions on Design Automation of Electronic Systems, 2016, 21(3):1-31.(SCI, IF=0.850)

10. Xing Huang, Wenzhong Guo*, Genggeng Liu, Guolong Chen. MLXR: multi-layer obstacle-avoiding X-architecture Steiner tree construction for VLSI routing. Science China Information Sciences, 2017, 60(1):1-3.(SCI, IF=1.628)

11. Wenxi Liu, Chun-Yang Zhang, Genggeng Liu*, Yaru Su, Neal N. Xiong. Extraversion Measure for Crowd Trajectories. IEEE Transactions on Industrial Informatics, 2019, 15(12):6334-6343.(SCI, IF=7.377)

12. Fangfang Luo, Genggeng Liu, Wenzhong Guo*, Guolong Chen, Naixue Xiong. ML-KELM: A Kernel Extreme Learning Machine Scheme for Multi-Label Classification of Real Time Data Stream in SIoT, IEEE Transactions on Network Science and Engineering. (SCI，IF=5.231)

13. Shiping Wang, Jiawei Chen, Wenzhong Guo, Genggeng Liu*. Structured learning for unsupervised feature selection with high-order matrix factorization. Expert Systems With Applications, 2020, 140: 112878. (SCI, IF=4.292)

14. Genggeng Liu, Lin Xie, Chi-Hua Chen*. Unsupervised Text Feature Learning via Deep Variational Auto-encoder. Information Technology And Control, 2020, 49(3): 421-437. (SCI, IF=0.905)

15. Xiaohua Chen, Genggeng Liu*, Naixue Xiong, Yaru Su, Guolong Chen. A Survey of Swarm Intelligence Techniques in VLSI Routing Problems. IEEE Access, 2020, 8:26266-26292.(SCI, IF=4.098)

16. Hao Tang, Genggeng Liu*, Xiaohua Chen, Naixue Xiong. A Survey on Steiner Tree Construction and Global Routing for VLSI Design. IEEE Access, 2020, 8: 68593-68622 (SCI, IF=4.098)

17. Wenzhong Guo, Genggeng Liu, Guolong Chen*, Shaojun Peng. A Hybrid Multi-objective PSO Algorithm with Local Search Strategy for VLSI Partitioning. Frontiers of Computer Science, 2014, 8(2), pp. 203-216.(SCI, IF=1.039)

18. Zhoumin Lu, Genggeng Liu, Shiping Wang*. Sparse neighbor constrained co-clustering via category consistency learning, Knowledge-Based Systems, 2020, 201–202:105987 (SCI, IF=5.101)

19. Zhoumin Lu, Haiping Xu, Genggeng Liu*. A Survey of Object Co-segmentation. IEEE Access, 2019,7(1):62875-62893.(SCI, IF=4.098)

20. Yashan Chen, Hanxing Yang, Wenzhong Guo*, Genggeng Liu. Promotion of cooperation based on swarm intelligence in spatial public goods games. Applied Mathematics and Computation, 2018, 320:614-620.(SCI, IF=1.738)

21. Yashan Chen, Hanxing Yang, Wenzhong Guo*, Genggeng Liu. Prisoner's dilemma game on reputation-based weighted network. Chaos, Solitons & Fractals, 2018, 110: 64-68.(SCI, IF=1.455)

22. Xinghai Zhang, Zhen Zhuang, Genggeng Liu, Xing Huang, Wen-Hao Liu, Wenzhong Guo*, Ting-Chi Wang. MiniDelay: Multi-Strategy Timing-Aware Layer Assignment for Advanced Technology Nodes. DATE2020, 2020:586-591.(EI, CCF Rank B)

23. Zhen Zhuang, Xing Huang, Genggeng Liu*, Wenzhong Guo, Weikang Qian, Wen-Hao Liu. ALIFRouter: A Practical Architecture-Level Inter-FPGA Router for Logic Verification. DATE2021, 2021:1570-1573. (EI, CCF Rank B)

24. Zhen Zhuang, Genggeng Liu, Xing Huang, Xiaotao Jia, Wen-Hao Liu, Wenzhong Guo*. MSFRoute: Multi-Stage FPGA Routing for Timing Division Multiplexing Technique. ACM Great Lakes Symposium on VLSI, 2020: 107-112.(EI, CCF Rank C)

25. Genggeng Liu, Zhen Zhuang, Wenzhong Guo*, Ting-Chi Wang. RDTA: An Efficient Routability-Driven Track Assignment Algorithm. ACM Great Lakes Symposium on VLSI, 2019: 315-318.(EI, CCF Rank C)

26. Weida Zhu, Xinghai Zhang, Genggeng Liu*, Wenzhong Guo, Ting-Chi Wang. MiniDeviation: An Efficient Multi-Stage Bus-Aware Global Router. VLSI-DAT 2020: 1-4.(EI, Best Paper Award Candidates)

27. Genggeng Liu, Guolong Chen, Wenzhong Guo. DPSO Based Octagonal Steiner Tree Algorithm for VLSI Routing. In: Proceeding of the 5th International Conference on Advanced Computational Intelligence, 2012, 383-387.(EI)

28. Genggeng Liu, Guolong Chen, Wenzhong Guo, Zhen Chen. DPSO-Based Rectilinear Steiner Minimal Tree Construction Considering Bend Reduction. In: Proceeding of the 7th International Conference on Natural Computation, 2011, 1161-1165.(EI)

29. Hailin Wu, Saijuan Xu, Zhen Zhuang, Genggeng Liu*. X-Architecture Steiner Minimal Tree Construction Based on Discrete Differential Evolution. ICNC-FSKD, 2019: 433-442.(EI)

30. Xing Huang, Genggeng Liu, Wenzhong Guo, Guolong Chen. Obstacle-Avoiding Octagonal Steiner Tree Construction Based on Particle Swarm Optimization. In: Proceeding of the 9th International Conference on Natural Computation, 2013, 539-543.(EI)

31. Xiaohua Chen, Ruping Zhou, Genggeng Liu*, Xin Wang. SLPSO-based X-Architecture Steiner Minimum Tree Construction, WISA 2020, LNCS 12432, pp. 131–142, 2020. (EI, 英文長文, WISA 2020 最佳學生論文)

32. Xiaohua Chen, Ruping Zhou, Genggeng Liu*, Zhen Chen, Wenzhong Guo. Timing-Driven X-architecture Steiner Minimum Tree Construction Based on Social Learning Multi-Objective Particle Swarm Optimization. WWW 2021 Workshop (DLWoT 2021). (Accepted)

33. 劉耿耿，黃逸飛，王鑫，郭文忠*，陳國龍. 基於混合離散粒子群最佳化的Slew約束下X結構Steiner最小樹算法. 計算機學報.2020.(錄用，CCF中文A類）

34. 劉耿耿, 莊震, 郭文忠*, 陳國龍. VLSI中高性能X結構多層總體布線器. 自動化學報, 2020, 46(1):79-93.(CCF中文A類）

35. 劉耿耿, 郭文忠*, 陳國龍. X結構下VLSI多層繞障Steiner最小樹算法. 計算機輔助設計與圖形學學報, 2015, 27(3):523-532.(CCF中文A類)

36. 劉耿耿, 陳志盛, 郭文忠*, 陳國龍. 基於自適應PSO和混合轉換策略的X結構Steiner最小樹算法. 模式識別與人工智慧, 2018, 31(5):398-408.(CCF中文B類)

37. 郭文忠, 陳曉華, 劉耿耿*, 陳國龍. 基於混合離散粒子群最佳化的軌道分配算法. 模式識別與人工智慧, 2019, 32(8):758-770.(CCF中文B類）

38. 湯浩, 劉耿耿*, 郭文忠, 陳國龍. 考慮布線資源鬆弛的X結構Steiner樹構造算法. 模式識別與人工智慧, 2020, 33(5): 401-412.(CCF中文B類）

39. Guojun Wang, Xuemin Lin, James A. Hendler, Wei Song, Zhuoming Xu, Genggeng Liu. Web Information Systems and Applications - 17th International Conference, WISA 2020, Guangzhou, China, September 23-25, 2020, Proceedings. Lecture Notes in Computer Science 12432, Springer 2020, ISBN 978-3-030-60028-0

劉耿耿

基本介紹

人物簡介

主持的科研項目

代表性論著

主持的科研項目

代表性論著

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