劉耿耿

劉耿耿，男，1988年生，福建南安人，就職於福州大學數學與計算機科學學院，副教授，博士生導師，旗山學者，CCF高級會員，中國計算機學會首屆積體電路設計專業組委員，中國計算機學會信息系統專委會委員，福建省人工智慧學會理事。

基本介紹

• 中文名：劉耿耿
• 國籍：中國
• 民族：漢
• 出生地：福建南安
• 出生日期：1988年
• 畢業院校：福州大學
• 職業：教師

人物簡介

劉耿耿，CCF高級會員，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，CCF DAC 2020 網站主席，WISA 2020 出版主席，WISA 2019/2020 Session Chair, WISA 2019/2020 程式委員會委員。《IEEE Transaction on Cybernetics》、《IEEE Transactions on Intelligent Transportation 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其套用、積體電路設計算法趨試辯拔、機器學習等方面的研究。主持1項國家自然科學基金面上項目、1項國家自然科學基金青年項目等6個項目，並參與了5項國家自然科學基金科研項目，在《IEEE Transaction on Cybernetics》、《IEEE Transactions on Industrial Informatics》、《ACM Transactions on Design Automation of Electronic Systems》、《Expert Systems With Applications》、《Soft Computing》、《IEEE ACCESS》、《Applied Mathematics and Computation》、《SCIENCE CHINA Information Sciences》邀糊喇、《Frontiers of Computer Science》、《自動化學報》、《計算機輔助設計與圖形學學報》、《模式識別與人工智慧》等國內外權威刊物和國際會議上發表60多篇學術論文，其中JCR一區16篇諒永，JCR二區3篇，中科院一區4篇，中科院二區9篇，並申請發明專利 37件，其中授權4件， 獲軟體著作權9項。

入選 “旗山學者”獎勵支持計畫人選，獲2017年福建省科學宙民試與技術進步一等獎、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三刪歡葛等獎、2020年福州大學教學成果獎特等獎、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、ISPD2019、ICCAD2019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。指導研究生獲研究生國家獎學金4人次。指導或協助指導博士墊譽蒸旬生、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. 校人才基金項目（旗山學者獎勵計畫），先進制影譽紋造工藝下VLSI性能驅動布線算法研究（XRC-20060），2020.1-2024.1，30萬，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, 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)

3. 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)

4. 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)

5. 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)

6. 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)

7. 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)

8. 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)

9. 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)

10. 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)

11. 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)

12. 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)

13. 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)

14. 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)

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

16. 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)

17. 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)

18. 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)

19. 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)

20. 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)

21. 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)

22. 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)

23. 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)

24. 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)

25. 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)

26. 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)

27. 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）

28. 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)

29. 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)

30. 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）

31. 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）

32. 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

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. 校人才基金項目（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），2020.1-2024.1，30萬，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, 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)

3. 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)

4. 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)

5. 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)

6. 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)

7. 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)

8. 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)

9. 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)

10. 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)

11. 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)

12. 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)

13. 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)

14. 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)

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

16. 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)

17. 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)

18. 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)

19. 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)

20. 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)

21. 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)

22. 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)

23. 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)

24. 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)

25. 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)

26. 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)

27. 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）

28. 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)

29. 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)

30. 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）

31. 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）

32. 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