Welcome to Keqin Li's Home Page


Contact Information

Keqin Li (李克勤), IEEE Fellow
SUNY Distinguished Professor (纽约州立大学讲席教授)

Department of Computer Science
State University of New York
Science Hall 249
1 Hawk Drive
New Paltz, New York 12561
USA

Phone: (845) 257-3534
Fax: (845) 257-3996
Email: lik@newpaltz.edu


Short Biography (简历)

Professor Keqin Li was born in Songjiang (松江) (a historical and cultural city), Shanghai, China, on May 26, 1963. He grew up in and graduated from the Songjiang County Organ Nursery (松江县级机关托儿所) in 1969. He graduated from Songjiang Zhongshan Elementary School (松江中山小学) (a historically well-known elementary school) in 1975 (reunion with classmates and teachers in 2013), Songjiang No. 2 Middle School (松江二中初中部) in 1978 (reunion with classmates and teachers in 2012), and Shanghai Songjiang No. 2 Senior High School (松江二中高中部) (one of the best high schools in Shanghai) in 1980 (reunion with classmates and teachers in 2011 and 2016).

He received B.S. degree in computer science from Tsinghua University (清华大学), Beijing, China, in 1985, and Ph.D. degree in computer science from the University of Houston, Houston, Texas, USA, in 1990, with a dissertation entitled Dynamic resource allocation and job scheduling in partitionable mesh connected systems.

He was an assistant professor (1990-1996), an associate professor (1996-1999), and a full professor (1999-2009) of computer science in State University of New York at New Paltz. On March 24, 2009, he was appointed by the Board of Trustees of the State University of New York to the rank of SUNY Distinguished Professor, the state university's highest faculty designation. He received the Distinguished Faculty medallion (杰出教授奖章, specifically commissioned to commemorate this distinction) during the SUNY distinguished dinner and ceremony in Albany, New York, on May 3, 2010. He is a member of the SUNY Distinguished Academy. During 2011-2014, he was an Intellectual Ventures endowed visiting chair professor (清华大学高智讲座教授) at the National Laboratory for Information Science and Technology, Tsinghua University, Beijing, China.

On November 24, 2014, Professor Keqin Li was notified by J. Roberto B. de Marca, IEEE President and CEO, that he has been elevated to IEEE Fellow, effective 1 January 2015, with the following citation: "for contributions to parallel and distributed computing". During 1999-2014, only 0.07% (7 out of 10,000) of IEEE members were elevated to the Fellow grade each year.

Professor Li was a Distinguished Speaker in the 60th Anniversary Celebration of the Department of Computer Science and Technology at Tsinghua University on May 22, 2018. He received the Distinguished Alumnus Award (休斯顿大学杰出校友奖) in the 50th Anniversary Celebration of the Computer Science Department at the University of Houston on October 20, 2018.

Professor Li was a founding member of the Board of Directors (1999) and served as the principal of the Mid-Hudson Huaxia Chinese School (2004-2007) and received the Outstanding Service Award of Huaxia Chinese School, the largest Chinese education organization in overseas China. He was also the president (Chair of Deacon Board) of the Mid-Hudson Chinese Christian Church (2010-2011).

Here are some recent photos taken during the summer of 2014: [1], [2], [3].

Here are his [Wikipedia] and [DBLP].


Family (家庭)

Professor Li is married with Ling Gao (高玲), a Tsinghua alumna and a senior software engineer in IBM. Here are some of their recent photos taken in Yuelu Academy (established in 976AD during the Northern Song dynasty) during the summer of 2014: [1], [2], [3], [4], [5], [6], [7], [8], [9], [10], [11], [12], [13], [14], [15], [16], [17], [18], [19], [20], [21], [22], [23], [24], [25], [26], [27], [28], [29], [30].

They have three children.

Andrew, the oldest, is currently a tenure-track Assistant Professor of Operations Research at the Tepper School of Business (with 9 Nobel Laureates), Carnegie Mellon University. He received his Ph.D. degree from the Operations Research Center at Massachusetts Institute of Technology (MIT) under the supervision of Professor Vivek F. Farias. He received his B.S. degree (Summa Cum Laude, meaning "with the highest honor" in Latin and GPA top 1%) from Columbia University with a major in financial engineering and a minor in applied mathematics. He is a member of Tau Beta Pi, and a recipient of the Sebastian B. Littauer Award from the Fu Foundation School of Engineering and Applied Science in recognition of his superior achievement and outstanding promise of scholarly and professional achievement in operations research. He is an awardee of National Defense Science and Engineering Graduate (NDSEG) Fellowships. He is the winner of the MIT ORC Best Ph.D. Student Paper Award in 2017 and INFORMS George Nicholson Student Paper Competition (First Place) in 2017. This is his award winning paper.

This is Andrew's first paper published in Discrete Mathematics, written at the age of (younger than) 21 with Professor Charles R. Johnson, the Class of 1961 Professor at College of William and Mary, and Andrew's research advisor during a summer research program.

This is Andrew's second paper published in Performance Evaluation, written at the age of (younger than) 22 with Professor Ward Whitt, a member of US National Academy of Engineering, and Andrew's research advisor at Columbia University.

Here is a recent photo of Andrew and his MIT classmates/friends taken in Spring 2013 in front of their dorm.

Charlotte, the second child, is currently a Senior Business Analyst at Credit Karma, Inc. She graduated with B.S. degree from Columbia University in May 2015 with a major in engineering management systems and a minor in economics and another minor in entrepreneurship and innovation. She was the secretary (2013-2014) and president (2014-2015) of Columbia Women's Business Society (CWBS), the largest pre-professional group at Columbia University. She was a human capital analyst in the Actuarial, Rewards & Analytics group of Deloitte Consulting LLP, the largest professional services firm in the world by revenue, during 2015-2018.

Here is Charlotte in the Columbia Lunar Gala Fashion Show during February 2014.

Here is Charlotte running the Cox Providence Marathon in Rhode Island on May 3, 2015: [1], [2], [3], [4], [5], [6], [7]; and the Delaware Marathon on May 7, 2016: [1], [2], [3], [4], [5]; and the Newport Marathon in Newport, Rhode Island on April 15, 2017: [1], [2], [3], [4], [5], [6], [7].

Christina, the youngest, is a junior in the College of Engineering at Cornell University with major in computer science. She was a winner of the US President's Volunteer Service Award (Gold Level) in 2013 by devoting at least 100 hours of volunteer service (as an English teacher in a remote town of China) under age 15. Enjoy Christina's recent piano solo: "Let It Defy" - A Menzel Medley (arranged by Christina Li from "Defying Gravity" by Stephen Schwartz and "Let It Go" by Robert Lopez and Kristen Anderson-Lopez), and "An American in Paris" (composed by George Gershwin and arranged by William Daly). This is Christina with Dr. Martha Elizabeth Pollack, the President of Cornell University in the Fall of 2017. This is again Christina with the President and the Jazz band in the Fall of 2019.

Here is a photo taken at home in the 2011 memorial weekend.

Here is a photo taken on the Columbia University campus in the 2011 labor day weekend.

Here is a photo of Andrew and Charlotte taken in the 2013 July 4th weekend along the Charles river, Boston.

Here is a recent photo of Andrew, Charlotte, and Christina taken at home during Christmas 2013.

Here is a comparison of Andrew, Charlotte, and Christina between 1999 and 2013.

Here is a photo taken at the end of summer 2014.

Here is a recent photo taken during Christmas 2018.


Photo Album (影集)

Here are some recent photos taken in Liuyang (Pictographic area 湖南浏阳象形风景区), in the spring of 2017; Leishan (Xijiang Miao Village 贵州雷山西江千户苗寨), Anshun (Tunpu, Military Outpost 贵州安顺屯堡人村寨), Anshun (Huangguoshu Waterfalls 贵州安顺黄果树大瀑布), Urumchi (Kazak Village 新疆哈萨克族村庄), Xinjiang (Heaven Lake of Celestial Mountains 新疆天山天池), Urumchi (International Grand Bazaar 新疆乌鲁木齐国际大巴扎), Turpan (Jiaohe Ruins 新疆吐鲁番交河古城遗址), Turpan (Flaming Mountains 新疆吐鲁番火焰山), Zhaoqing (Seven Star Cave 广东肇庆七星岩景区), Zhaoqing (Dinghu Mountain 广东肇庆鼎湖山景区), Tai'an (Mount Tai 山东泰安泰山), Qufu (Confucian Temple 山东曲阜孔庙), Peixian (Hometown of Emperor Liu Bang 江苏沛县刘邦故里), Weishan (Weishan Lake 微山湖), Tianjin (Streetscape 天津), Pingyao (Pingyao Ancient City 山西平遥古城), Aba (Jiuzhai Valley 四川九寨沟), Aba (Fairy Pond 四川九寨沟神仙池), Chengdu (Dujiangyan Irrigation Project 四川都江堰), Hangzhou (West Lake 浙江杭州西湖), Fenghua (Jiang Jieshi's Former Residence 浙江奉化蒋介石故居), Jiaxing (Wuzhen 浙江嘉兴乌镇), in the summer of 2017; Fuzhou (Three Lanes and Seven Alleys in Fuzhou 福州三坊七巷), in the fall of 2017; Changsha (Zhao Mt. 湖南长沙昭山), Changsha (Hunan Provincial Museum 湖南省博物馆), Kunming (Dianchi Lake 滇池), Kunming (Southwestern United University 西南联合大学), Shilin (Stone Forest 云南石林), Luxi (Wugong Mt. 江西芦溪武功山), Guangzhou (Central Business District 广州中央商务区), in the winter of 2017.

Here are more recent photos taken in Wuxi (江苏无锡灵山胜境), Wuxi (Turtle Beach 江苏无锡鼋头渚), Liuyang (Former Residence of Hu Yaobang 湖南浏阳胡耀邦故居), in the spring of 2018; Huhehaote (Streetscape 内蒙古呼和浩特), Huhehaote (Inner Mongolia University 内蒙古大学), Qingshuihe (Laoniu Bay 内蒙古清水河老牛湾), Luoyang (Streetscape 河南洛阳), Luoyang (Longmen Grottoes 河南洛阳龙门石窟), Dengfeng (Shaolin Temple 河南登封少林寺), Changde (Ten Mile Poetry Wall 湖南常德十里诗墙), Exeter, UK (Exeter Cathedral 英国埃克塞特大教堂), Kunming (Yunnan University 云南大学), Lijiang (Ancient Town of Lijiang 云南丽江古镇), Lijiang (Ancient Town of Lijiang 云南丽江古镇), Lijiang (Blue Moon Valley 云南丽江蓝月谷), Lijiang (Yulong Snowmountain 云南丽江玉龙雪山), Beijing (Tsinghua University 清华大学), Enshi (Tenglong Cave 湖北恩施腾龙洞), Enshi (Yunlong Ground Crevice 湖北恩施云龙地缝), Enshi (Grand Canyon 湖北恩施大峡谷), in the summer of 2018; Hangzhou (International Expo Center 杭州国际博览中心), in the fall of 2018; Nanning (Qingxiu Mt. 广西南宁青秀山), Kunming (Golden Temple 云南昆明金殿), Xinhua (Ziquejie Terraced Field 湖南新化紫鹊界梯田), in the winter of 2018.

Here are more recent photos taken in Guangzhou (Shamian Scenic Area 广州沙面), Taoyuan (Taohuayuan Scenic Area 湖南桃花源), in the spring of 2019; Linfen (Mausoleum of Emperor Yao 山西临汾尧帝陵), Linfen (China Gate 山西临汾华门), Jixian (Hukou Waterfall of Yellow River 山西吉县壶口瀑布), Hongtong (Big Pagoda Tree 山西洪洞大槐树), Xiangfen (Taosi Observatory 山西襄汾陶寺观象台), Xiangfen (Dingcun Site 山西襄汾丁村遗址), Quwo (Jinguo Museum 山西曲沃晋国博物馆), Haikou (Leiqiong World Geopark 海南海口雷琼世界地质公园), Haikou (Feng Xiaogang Film Commune 海南海口冯小刚电影公社), Haikou (Haikou Arcaded Streets 海南海口骑楼老街), Wenchang (Tonggu Mountain 海南文昌铜鼓岭), Nanchang (Bayi Memorial Hall 江西南昌八一起义纪念馆), Nanchang (Pseudonym of Zhu Da Memorial Hall 江西南昌八大山人纪念馆), Anyi (Millennium Old Villages 江西安义千年古村群), Yinchuan (Western Xia Imperial Tombs 宁夏银川西夏王陵), Yinchuan (Helan Mountain Rock Painting 宁夏银川贺兰山岩画), Lingwu (The Great Wall of the Ming Dynasty 宁夏灵武明长城), Longhui (Baishui Cave in Yao Township 湖南隆回虎形山瑶族乡白水洞村), Liling (Ceramic Valley 湖南醴陵陶瓷谷), Liling (Lujiang Academy 湖南醴陵渌江书院), Taiyuan (Jin Memorial Temple 山西太原晋祠), Taiyuan (Meng Mt. Buddha 山西太原蒙山大佛), Kunming (Fuxian Lake 云南昆明抚仙湖), Puer (Pu'er Teahouse 云南普洱茶庄), Xishuangbanna (Wild Elephant Valley 云南西双版纳野象谷), Xishuangbanna (Primeval Forest Park 云南西双版纳原始森林公园), Xishuangbanna (Tropical Rainforest Theme Park 云南西双版纳望天树热带雨林主题公园), Xishuangbanna (Tropical Botanical Garden 云南西双版纳中科院热带植物园), Jinghong (Big Golden Pagoda Temple 云南景洪大金塔寺), Jinghong (Imperial Palace of Dai King 云南景洪曼听御花园及傣王行宫), Mengla (Dai Village 云南勐腊曼龙代村傣乡), Zhangjiajie (Glass Bridge 湖南张家界玻璃桥), in the summer of 2019.


Recent Books (最近学术著作)


Recent Journal Articles (最近学术期刊论文)

Professor Keqin Li's current research interests include cloud computing, fog computing and mobile edge computing, energy-efficient computing and communication, embedded systems and cyber-physical systems, heterogeneous computing systems, big data computing, high-performance computing, CPU-GPU hybrid and cooperative computing, computer architectures and systems, computer networking, machine learning, intelligent and soft computing. He has published over 680 journal articles, book chapters, and refereed conference papers, and has received several best paper awards.

See [ORCID] for a more comprehensive elaboration of Professor Keqin Li's scientific contributions.

    Publications in 2019

  1. K. Li, "Optimal task execution speed setting for delay and energy minimization," Journal of Parallel and Distributed Computing, vol. 123, pp. 13-25, January 2019. [abstract] [pdf]
  2. Jianhua Jiang, Yujun Chen, Dehao Hao, Keqin Li, "DPC-LG: density peaks clustering based on logistic distribution and gravitation," Physica A: Statistical Mechanics and Its Applications, vol. 514, pp. 25-35, 15 January 2019. [abstract] [pdf]
  3. Chao Bu, Xingwei Wang, Hui Cheng, Min Huang, and Keqin Li, "Routing as a Service (RaaS): An open framework for customizing routing services," Journal of Network and Computer Applications, vol. 125, pp. 130-145, January 2019. [abstract] [pdf]
  4. Xu Zhou, Kenli Li, Zhibang Yang, and Keqin Li, "Finding optimal skyline product combinations under price promotion," IEEE Transactions on Knowledge and Data Engineering, vol. 31, no. 1, pp. 138-151, January 2019. [IEEE Xplore] [pdf]
  5. Jing Mei, Kenli Li, and Keqin Li, "Profit maximization for cloud brokers in cloud computing," IEEE Transactions on Parallel and Distributed Systems, vol. 30, no. 1, pp. 190-203, January 2019. [IEEE Xplore] [pdf]
  6. Yifu Zeng, Guo Chen, Kenli Li, Yantao Zhou, Xu Zhou, and Keqin Li, "M-skyline: Taking sunk cost and alternative recommendation in consideration for skyline query on uncertain data," Knowledge-Based Systems, vol. 163, pp. 204-213, January 2019. [abstract] [pdf]
  7. Junling Shi, Xingwei Wang, Min Huang, Jianhui Lv, Keqin Li, Jie Li, "Information-centric routing in MSN based on community detection," Transactions on Emerging Telecommunications Technologies, vol. 30, no. 1, 20 pp., January 2019. [abstract] [pdf]
  8. Huailiang Tan, Xiaofei He, Chao Li, and Keqin Li, "A virtual multi-channel GPU fair scheduling method for virtual machines," IEEE Transactions on Parallel and Distributed Systems, vol. 30, no. 2 , pp. 257-270, February 2019. [IEEE Xplore] [pdf]
  9. Guoqi Xie, Zhetao Li, Renfa Li, and Keqin Li, "WCRT analysis and evaluation for sporadic message-processing tasks in multicore automotive gateways," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 38, no. 2, pp. 281-294, February 2019. [IEEE Xplore] [pdf]
  10. Wei Liang, Weihong Huang, Wuhui Chen, Kuan-Ching Li, and Keqin Li, "Hausdorff distance model-based identity authentication for IP circuits in service-centric Internet-of-things environment," Sensors, vol. 19, no. 3, 487, 18 pp., February 2019. [abstract] [pdf]
  11. Jianhua Jiang, Di Wu, Yujun Chen, and Keqin Li, "Complex network oriented artificial bee colony algorithm for global bi-objective optimization in three-echelon supply chain," Applied Soft Computing, vol. 76, pp. 193-204, March 2019. [abstract] [pdf]
  12. Xu Zhou, Kenli Li, and Keqin Li, "Progressive approaches for Pareto optimal groups computation," IEEE Transactions on Knowledge and Data Engineering, vol. 31, no. 3, pp. 521-534, March 2019. [IEEE Xplore] [pdf]
  13. Jinyu Hu, Juan Luo, and Keqin Li, "Graphene-grid deployment in energy harvesting cooperative wireless sensor networks for green IoT," IEEE Transactions on Industrial Informatics, vol. 15, no. 3, pp. 1820-1829, March 2019. [IEEE Xplore] [pdf]
  14. K. Li, "Optimal speed setting for cloud servers with mixed applications," IEEE Transactions on Industrial Informatics, vol. 15, no. 4, pp. 1947-1955, April 2019. [IEEE Xplore] [pdf]
  15. Chao Yang, Hefeng Zhang, Bin Jiang, and Keqin Li, "Aspect-based sentiment analysis with alternating coattention networks," Information Processing and Management, vol. 56, no. 3, pp. 463-478, May 2019. [abstract] [pdf]
  16. Hongzhi Xu, Renfa Li, Chen Pan, and Keqin Li, "Minimizing energy consumption with reliability goal on heterogeneous embedded systems," Journal of Parallel and Distributed Computing, vol. 127, pp. 44-57, May 2019. [abstract] [pdf]
  17. Jianguo Chen, Kenli Li, Kashif Bilal, Keqin Li, and Philip S. Yu, "A bi-layered parallel training architecture for large-scale convolutional neural networks," IEEE Transactions on Parallel and Distributed Systems, vol. 30, no. 5, pp. 965-976, May 2019. [arxiv] [IEEE Xplore]
  18. Hua Ma, Haibin Zhu, Zhigang Hu, Keqin Li, and Wensheng Tang, "Collaborative optimization of cloud service composition for data-intensive applications in a hybrid cloud," IEEE Transactions on Parallel and Distributed Systems, vol. 30, no. 5, pp. 1022-1035, May 2019. [IEEE Xplore] [pdf]
  19. Jianhua Jiang, Yujun Chen, Xianqiu Meng, Limin Wang, Keqin Li, "A novel density peaks clustering algorithm based on k nearest neighbors for improving assignment process," Physica A: Statistical Mechanics and Its Applications, vol. 523, pp. 702-713, June 2019. [abstract] [pdf]
  20. K. Li, "Energy and time constrained scheduling for optimized quality of service," Sustainable Computing: Informatics and Systems, vol. 22, pp. 134-138, June 2019. [abstract] [pdf]
  21. Siwang Zhou, Yan He, Shuzhen Xiang, Keqin Li, Yonghe Liu, "Region-based compressive networked storage with lazy encoding," IEEE Transactions on Parallel and Distributed Systems, vol. 30, no.6, pp. 1390-1402, June 2019. [IEEE Xplore]
  22. Chubo Liu, Kenli Li, Jie Liang, and Keqin Li, "Service reliability in an HC: considering from the perspective of scheduling with load-dependent machine reliability," IEEE Transactions on Reliability, vol. 68, no. 2, pp. 476-495, June 2019. [IEEE Xplore] [pdf]
  23. Yan Ding, Nurbol Luktarhan, Keqin Li, Wushour Slamu, "A keyword-based combination approach for detecting phishing webpages," Computers & Security, vol. 84. pp. 256-275, July 2019. [abstract] [pdf]
  24. Chuang Li, Kenli Li, Keqin Li, and Feng Lin, "MCtandem: An efficient tool for large-scale peptide identification on many integrated core (MIC) architecture," BMC Bioinformatics, 20:397, 17 July 2019. [abstract] [pdf]
  25. Jing Huang, Renfa Li, Yan Liu, Jiyao An, Yang Bai, Fan Yang, Guoqi Xie, Keqin Li, "Optimal power allocation and load balancing for non-dedicated heterogeneous distributed embedded computing systems," Journal of Parallel and Distributed Computing, vol. 130, pp. 24-36, August 2019. [abstract]
  26. Kun Cao, Junlong Zhou, Tongquan Wei, Mingsong Chen, Shiyan Hu, and Keqin Li, "A survey of optimization techniques for thermal-aware 3D processors," Journal of Systems Architecture, vol. 97, pp. 397-415, August 2019. [abstract] [pdf]
  27. Jianhua Jiang, Xing Tao, Wei Zhou, Limin Wang, Keqin Li, "HaloDPC: An improved recognition method on halo node for density peak clustering algorithm," International Journal of Pattern Recognition and Artificial Intelligence, vol. 33, no. 8, article 1950012, 19 pp., 2019. [abstract] [pdf]
  28. Guoqi Xie, Wei Wu, Yanwen Li, Renfa Li, and Keqin Li, "Human-interaction-aware adaptive functional safety processing for multi-functional automotive cyber-physical systems," ACM Transactions on Cyber-Physical Systems (Special Issue on Human-Interaction-Aware Data Analytics for Cyber-Physical Systems), vol. 3, no. 4, Article No. 39, August 2019. [abstract] [pdf]
  29. Hao Li, Kenli Li, Jiyao An, Weihua Zheng, Keqin Li, "An efficient manifold regularized sparse non-negative matrix factorization model for large-scale recommender systems on GPUs," Information Sciences, vol. 496, pp. 464-484, September 2019. [abstract] [pdf]
  30. Jianguo Chen, Kenli Li, Huigui Rong, Kashif Bilal, Keqin Li, Philip S. Yu, "A periodicity-based time series parallel prediction algorithm in cloud computing environments," Information Sciences, vol. 496, pp. 506-537, September 2019. [abstract] [pdf]
  31. Chuang Li, Kenli Li, Keqin Li, Xianghui Xie, and Feng Lin, "SWPepNovo: An efficient De Novo peptide sequencing tool for large-scale MS/MS spectra analysis," International Journal of Biological Sciences, vol.15, no. 9, pp. 1787-1801, 2019. [abstract] [pdf]
  32. Weiwei Chen, Dong Wang, and Keqin Li, "Multi-user multi-task computation offloading in green mobile edge cloud computing," IEEE Transactions on Services Computing (Special Issue on Edge/Fog Computing and Services), vol. 12, no. 5, pp. 726-738, September/October 2019. [IEEE Xplore]
  33. Zhibang Yang, Xu Zhou, Kenli Li, Yunjun Gao, Keqin Li, "Efficient processing of top k group skyline queries," Knowledge-Based Systems, volume 182, 104795, 15 October 2019. [abstract] [pdf]
  34. Dong Wang, Jiaojiao Fan, Zhu Xiao, Hongbo Jiang, Hongyang Chen, Fanzi Zeng, and Keqin Li, "Stop-and-wait: Discover aggregation effect based on private car trajectory data", IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 10, pp. 3623-3633, October 2019. [IEEE Xplore] [pdf]
  35. Kun Cao, Guo Xu, Junlong Zhou, Mingsong Chen, Tongquan Wei, and Keqin Li, "Lifetime-aware real-time task scheduling on fault-tolerant mixed-criticality embedded systems," Future Generation Computer Systems, vol. 100, pp. 165-175, November 2019. [abstract] [pdf]
  36. Ibrahim Elgendy, Weizhe Zhang, Yu-Chu Tian, Keqin Li, "Resource allocation and computation offloading with data security for mobile edge computing," Future Generation Computer Systems, vol. 100, pp. 531-541, November 2019. [abstract] [pdf]
  37. Hui Yin, Zheng Qin, Jixin Zhang, Jinwen Liang, and Keqin Li, "Secure conjunctive multi-keyword ranked search over encrypted cloud data for multiple data owners," Future Generation Computer Systems (Special Issue on Security, Trust and Privacy in Cyber (STPCyber): Future Trends and Challenges), vol. 100, pp. 689-700, November 2019. [abstract] [pdf]
  38. Wei Liang, Songyou Xie, Jing Long, Kuan-Ching Li, Dafang Zhang, and Keqin Li, "A double PUF-based RFID identity authentication protocol in service-centric Internet of things environments," Information Sciences, vol. 503, pp. 129-147, November 2019. [abstract] [pdf]
  39. K. Li, "Non-clairvoyant scheduling of independent parallel tasks on single and multiple multicore processors," Journal of Parallel and Distributed Computing (Special Issue on Parallel/Distributed Computing and Optimization), pp. 210-220, vol. 133, November 2019. [abstract] [pdf]
  40. Wenkun Xiang, Hao Zhang, Rui Cui, Chu Xing, Keqin Li, Shaowen Yao, and Wei Zhou, "Pavo: A RNN-based learned inverted index, supervised or unsupervised?" IEEE Access, vol. 7, no. 1, pp. 293-303, December 2019. [IEEE Xplore] [pdf]
  41. Yan Wang, Kenli Li, and Keqin Li, "Dynamic data allocation and task scheduling on multiprocessor systems with NVM-based SPM," IEEE Access, vol. 7, no. 1, pp. 1548-1559, December 2019. [IEEE Xplore] [pdf]
  42. K. Li, "Optimal power and performance management for heterogeneous and arbitrary cloud servers," IEEE Access, vol. 7, no. 1, pp. 5071-5084, December 2019. [IEEE Xplore] [pdf]
  43. Hui Yin, Jixin Zhang, Yinqiao Xiong, Fangmin Li, Keqin Li, "CP-ABSE: A ciphertext-policy attribute based searchable encryption scheme," IEEE Access, vol. 7, no. 1, pp. 5682-5694, December 2019. [IEEE Xplore] [pdf]
  44. Wenjie Li, Zheng Qin, and Keqin Li, "A novel approach to rule placement in software-defined networks based on OPTree," IEEE Access, vol. 7, no. 1, pp. 8689-8700, December 2019. [IEEE Xplore] [pdf]
  45. Degui Xiao, Jianfang Li, and Keqin Li, "Robust precise dynamic point reconstruction from multi-view," IEEE Access, vol. 7, no. 1, pp. 22408-22420, December 2019. [IEEE Xplore] [pdf]
  46. Xijia Zhou, Chubo Liu, Kenli Li, and Keqin Li, "An experience-based scheme for energy-SLA balance in cloud data centers," IEEE Access, vol. 7, no. 1, pp. 23500-23513, December 2019. [IEEE Xplore] [pdf]
  47. Qiang Tang, Kun Yang, Jin Wang, Yuansheng Luo, Keqin Li, and Fei Yu, "Wireless sensor network MCDS construction algorithms with energy consideration for extreme environments healthcare," IEEE Access, vol. 7, no. 1, pp. 33130-33144, December 2019. [IEEE Xplore] [pdf]
  48. Chao Yang, Mengqi Jiang, Bin Jiang, Weixin Zhou, and Keqin Li, "Co-attention network with question type for visual question answering," IEEE Access, vol. 7, no. 1, pp. 40771-40781, December 2019. [IEEE Xplore] [pdf]
  49. Jianming Zhang, Xiaokang Jin, Jin Wang, and Keqin Li, "Dual model learning combined with multiple feature selection for accurate visual tracking," IEEE Access, vol. 7, no. 1, pp. 43956-43969, December 2019. [IEEE Xplore] [pdf]
  50. Zhiqiang Wu, Kenli Li, Keqin Li, Jin Wang, "Fast boolean queries with minimized leakage for encrypted databases in cloud computing," IEEE Access, vol. 7, no. 1, pp. 49418-49431, December 2019. [IEEE Xplore] [pdf]
  51. Hui Xiao, Zhigang Hu, and Keqin Li, "Multi-objective VM consolidation based on thresholds and ant colony system in cloud computing," IEEE Access, vol. 7, no. 1, pp. 53441-53453, December 2019. [IEEE Xplore] [pdf]
  52. Daming Zhao, Jian-tao Zhou, and Keqin Li, "An energy-aware algorithm for virtual machine placement in cloud computing," IEEE Access, vol. 7, no. 1, pp. 55659-55668, December 2019. [IEEE Xplore] [pdf]
  53. K. Li, "How to stabilize a competitive mobile edge computing environment: A game theoretic approach," IEEE Access, vol. 7, no. 1, pp. 69960-69985, December 2019. [IEEE Xplore] [pdf]
  54. Linlin Zhuo, Kenli Li, Hao Li, Xiaohui Wei, Keqin Li, "HCFS: A density peak based clustering algorithm employing a hierarchical strategy," IEEE Access, vol. 7, no. 1, pp. 74612-74624, December 2019. [IEEE Xplore] [pdf]

    Publications in 2020

  55. Hui Yin, Zheng Qin, Jixin Zhang, and Keqin Li, "A fine-grained authorized keyword secure search scheme with efficient search permission update in cloud computing," Journal of Parallel and Distributed Computing (Special Issue on Theories, Algorithms and Modeling for Privacy Computing), vol. 135, pp. 56-69, January 2020. [abstract] [pdf]
  56. Jinwen Liang, Zheng Qin, Sheng Xiao, Jixin Zhang, Hui Yin, and Keqin Li, "Privacy-preserving range query over multi-source electronic health records in public cloud," Journal of Parallel and Distributed Computing (Security & Privacy in Social Big Data), vol. 135, pp. 127-139, January 2020. [abstract] [pdf]
  57. Jianhua Jiang, Xi Yang, Xianqiu Meng, and Keqin Li, "Enhance chaotic gravitational search algorithm (CGSA) by balance adjustment mechanism and sine randomness function for continuous optimization problems," Physica A: Statistical Mechanics and its Applications, volume 537, 122621, 1 January 2020. [abstract] [pdf]
  58. Jianhua Jiang, Meirong Xu, Xianqiu Meng, and Keqin Li, "STSA: A sine tree-seed algorithm for complex continuous optimization problems," Physica A: Statistical Mechanics and its Applications, volume 537, 122802, 1 January 2020. [abstract] [pdf]
  59. Shengmei Luo, Guangyan Zhang, Chengwen Wu, Samee U. Khan, and Keqin Li, "Boafft: distributed deduplication for big data storage in the cloud," IEEE Transactions on Cloud Computing (Special Issue on Big Data Computing on Clouds), in press. [abstract] [IEEE Xplore] [pdf]
  60. Zhuo Tang, Wen Ma, Kenli Li, and Keqin Li, "A data skew oriented reduce placement algorithm based on sampling," IEEE Transactions on Cloud Computing (Special Issue on Many-Task Computing in the Cloud), in press. [IEEE Xplore] [pdf]
  61. Nikos Tziritas, Samee U. Khan, Thanasis Loukopoulos, Spyros Lalis, Cheng-Zhong Xu, Keqin Li, Albert Y. Zomaya, "Online inter-datacenter service migrations," IEEE Transactions on Cloud Computing (Special Issue on Advances of Utility and Cloud Computing Technologies and Services), in press. [IEEE Xplore]
  62. K. Li, "Quantitative modeling and analytical calculation of elasticity in cloud computing," IEEE Transactions on Cloud Computing (Special Issue on Advances of Utility and Cloud Computing Technologies and Services), in press. [IEEE Xplore] [pdf] [supplement]
  63. Guoqi Xie, Gang Zeng, Yuekun Chen, Yang Bai, Zhili Zhou, Renfa Li, and Keqin Li, "Minimizing redundancy to satisfy reliability requirement for a parallel application on service-based heterogeneous systems," IEEE Transactions on Services Computing, in press. [IEEE Xplore] [pdf]
  64. Chengxi Gao, Victor C.S. Lee, and Keqin Li, "DemePro: Decouple packet marking from enqueuing for multiple services with proactive congestion control," IEEE Transactions on Cloud Computing, in press. [IEEE Xplore]
  65. Xiongwei Fei, Kenli Li, Wangdong Yang, and Keqin Li, "Velocity-aware parallel encryption algorithm with low energy consumption for streams," IEEE Transactions on Big Data (Special Issue on Theoretical Foundations for Big Data Security and Privacy), in press. [IEEE Xplore]
  66. Sahibzada M. Ali, Muhammad Jawad, M. Usman S. Khan, Kashif Bilal, Jacob Glower, Scott C. Smith, Samee U. Khan, Keqin Li, and Albert Y. Zomaya, "An ancillary services model for data centers and power systems," IEEE Transactions on Cloud Computing, in press. [IEEE Xplore]
  67. Chubo Liu, Kenli Li, Keqin Li, and Rajkumar Buyya, "A new service mechanism for profit maximization of a cloud provider and its users," IEEE Transactions on Cloud Computing, in press. [IEEE Xplore]
  68. Guoqi Xie, Gang Zeng, Junqiang Jiang, Chunnian Fan, Renfa Li, and Keqin Li, "Energy management for multiple real-time workflows on cyber-physical cloud systems," Future Generation Computer Systems (Special Issue on Energy Management for Cyber-Physical Cloud Systems), in press. [abstract] [pdf]
  69. Hui Yin, Zheng Qin, Jixin Zhang, Lu Ou, and Keqin Li, "Achieving secure, universal, and fine-grained query results verification for secure search scheme over encrypted cloud data," IEEE Transactions on Cloud Computing, in press. [IEEE Xplore]
  70. Guoqi Xie, Gang Zeng, Renfa Li, and Keqin Li, "Quantitative fault-tolerance for reliable workflows on heterogeneous IaaS clouds," IEEE Transactions on Cloud Computing, in press. [IEEE Xplore] [pdf]
  71. Yupeng Hu, Yonghe Liu, Wenjia Li, Keqin Li, and Zheng Qin, "Unequal failure protection coding technique for distributed cloud storage systems," IEEE Transactions on Cloud Computing, in press. [IEEE Xplore]
  72. Yifan Zhang, Kai Niu, Weigang Wu, Keqin Li, and Yu Zhou, "Speeding up VM startup by cooperative VM image caching," IEEE Transactions on Cloud Computing, in press. [IEEE Xplore]
  73. Chubo Liu, Kenli Li, and Keqin Li, "A game approach to multi-servers load balancing with load-dependent server availability consideration," IEEE Transactions on Cloud Computing, in press. [IEEE Xplore]
  74. Wenqian Dong, Kenli Li, Letian Kang, Jie Liang, Zhe Quan, and Keqin Li, "Implementing molecular dynamics simulation on the Sunway TaihuLight system with heterogeneous many-core processors," Concurrency and Computation: Practice and Experience, in press. [abstract] [pdf]
  75. Yuedan Chen, Kenli Li, Xiongwei Fei, Zhe Quan, and Keqin Li, "Implementation and optimization of the parallel AES algorithm on the Sunway TaihuLight supercomputer with heterogeneous many-core processors," Concurrency and Computation: Practice and Experience, in press. [abstract] [pdf]
  76. Junyan Hu, Kenli Li, Chubo Liu, and Keqin Li, "A game-based price bidding algorithm for multi-attribute cloud resource provision," IEEE Transactions on Services Computing, in press. [IEEE Xplore] [pdf]
  77. Hongfang Gong, Renfa Li, Jiyao An, Yang Bai, and Keqin Li, "Quantitative modeling and analytical calculation of anelasticity for a cyber-physical system," IEEE Transactions on Systems, Man, and Cybernetics: Systems, in press. [IEEE Xplore] [pdf]
  78. Jianguo Chen, Kenli Li, Kashif Bilal, Keqin Li, and Philip Yu, "Parallel protein community detection in large-scale PPI networks based on multi-source learning," IEEE/ACM Transactions on Computational Biology and Bioinformatics, in press. [IEEE Xplore]
  79. K. Li, "A game theoretic approach to computation offloading strategy optimization for non-cooperative users in mobile edge computing," IEEE Transactions on Sustainable Computing (Special Issue on Sustainability of Fog/Edge Computing Systems), in press. [IEEE Xplore] [pdf]
  80. Ronghui Cao, Kenli Li, Zuo Tang, and Keqin Li, "HMGOWM: A hybrid decision mechanism for automating migration of virtual machines," IEEE Transactions on Services Computing, in press. [IEEE Xplore]
  81. Chengxi Gao, Victor C.S. Lee, and Keqin Li, "D-SRTF: distributed shortest remaining time first scheduling for data center networks," IEEE Transactions on Cloud Computing, in press. [IEEE Xplore]
  82. Siqi Ren, Wen Zhu, Bo Liao, Zeng Li, Peng Wang, Keqin Li, Min Chen, Zejun Li, "Selection-based resampling ensemble algorithm for nonstationary imbalanced stream data learning," Knowledge-Based Systems, in press. [abstract] [pdf]
  83. Zhuo Tang, Wei Lv, Kenli Li, and Keqin Li, "An intermediate data partition algorithm for skew mitigation in Spark computing environment," IEEE Transactions on Cloud Computing, in press. [IEEE Xplore]
  84. Guoqi Xie, Gang Zeng, Haibo Zeng, Zhiyong Li, Renfa Li and Keqin Li, "Development cost optimization under assuring functional safety requirement in automotive cyber-physical systems," IEEE Transactions on Reliability, in press.
  85. Di Wu, Xiang Nie, Eskindir Asmare, Dmitri Arkhipov, Zhijing Qin, Renfa Li, Julie McCann, Keqin Li, "Towards distributed SDN: mobility management and flow scheduling in software defined urban IoT," IEEE Transactions on Parallel and Distributed Systems, in press. [IEEE Xplore]
  86. Rahul Yadav, Weizhe Zhang, Keqin Li, Chuanyi Liu, Muhammad Shafiq, Nabin Kumar Karn, "An adaptive heuristic for managing energy consumption and overloaded hosts in a cloud data center," Wireless Networks, in press. [abstract]
  87. Zhao Tong, Hongjian Chen, Xiaomei Deng, Kenli Li, Keqin Li, "A novel task scheduling scheme in a cloud computing environment using hybrid biogeography-based optimization," Soft Computing, in press. [abstract] [pdf]
  88. Jinghong Li, Guoqi Xie, Keqin Li, and Zhuo Tang, "Enhanced parallel application scheduling algorithm with energy consumption constraint in heterogeneous distributed systems," Journal of Circuits System and Computers, in press. [abstract]
  89. Yuan Liu, Ningbo Zhu, Kenli Li, Miqing Li, Jinhua Zheng, and Keqin Li, "An angle dominance criterion for evolutionary many-objective optimization," Information Sciences, in press. [abstract]
  90. Hao Li, Kenli Li, and Keqin Li, "An online and scalable model for generalized sparse non-negative matrix factorization in industrial applications on multi-GPU," IEEE Transactions on Industrial Informatics, in press. [IEEE Xplore]
  91. Hua Ma, Zhigang Hu, Keqin Li, and Haibin Zhu, "Variation-aware cloud service selection via collaborative QoS prediction," IEEE Transactions on Services Computing, in press. [IEEE Xplore]
  92. Jianhua Jiang, Di Wu, Yujun Chen, Dianjia Yu, Limin Wang, Keqin Li, "Fast artificial bee colony algorithm with complex network and naive Bayes classifier for supply chain network management," Soft Computing, in press. [abstract]
  93. Ruixuan Li, Qi Yang, Xiwu Gu, Weijun Xiao, Keqin Li, "HeteroYARN: A heterogeneous FPGA cluster based on YARN," IEEE Transactions on Parallel and Distributed Systems, in press. [IEEE Xplore]
  94. Jing Liu, Peng Wang, Jiantao Zhou, and Keqin Li, "McTAR: A multi-trigger checkpointing tactic for fast task recovery in MapReduce," IEEE Transactions on Services Computing, in press. [IEEE Xplore]
  95. Guoqi Xie, Wenhong Ma, Hao Peng, Renfa Li, and Keqin Li, "Price performance-driven hardware cost optimization under functional safety requirement in large-scale heterogeneous distributed embedded systems," IEEE Transactions on Industrial Electronics, in press. [IEEE Xplore]
  96. K. Li, "Computation offloading strategy optimization with multiple heterogeneous servers in mobile edge computing," IEEE Transactions on Sustainable Computing (Special Issue on Energy Efficiency of New Architectures and Systems), in press. [IEEE Xplore] [pdf] [supplement]
  97. Weiwei Lin, Guangxin Wu, Xinyang Wang, and Keqin Li, "An artificial neural network approach to power consumption model construction for servers in cloud data centers," IEEE Transactions on Sustainable Computing (Special Issue on Intelligent Data Analysis for Sustainable Computing), in press. [IEEE Xplore]
  98. Wufei Wu, Guoqi Xie, Yang Bai, Jia Zhou, Renfa Li, Keqin Li, "A survey of intrusion detection for in-vehicle networks," IEEE Transactions on Intelligent Transportation Systems, in press. [IEEE Xplore]
  99. Jianguo Chen, Kenli Li, Qingying Deng, Keqin Li, "Distributed deep learning model for intelligent video surveillance systems with edge computing," IEEE Transactions on Industrial Informatics (SS on Emerging Trends Issues and Challenges in Edge Artificial Intelligence), in press. [IEEE Xplore]
  100. Guoqi Xie, Hao Peng, Jing Huang, Renfa Li, Keqin Li, "Energy-efficient functional safety design methodology using ASIL decomposition for automotive cyber-physical systems," IEEE Transactions on Reliability, in press. [IEEE Xplore]
  101. Pavlo Melnyk, Zhiqiang You, and Keqin Li, "A high-performance CNN method for offline handwritten Chinese character recognition and visualization," Soft Computing, in press. [abstract]
  102. Mingchuan Zhang, Wei Quan, Nan Cheng, Qingtao Wu, Junlong Zhu, Ruijuan Zheng, Keqin Li, "Distributed conditional gradient online learning for IoT optimization," IEEE Internet of Things Journal, in press. [IEEE Xplore]
  103. Siwang Zhou, Luyao Xu, Yonghe Liu, Liang Yang, Keqin Li, "A distributed compressive data gathering framework for mobile crowdsensing," IEEE Internet of Things Journal, in press. [IEEE Xplore]
  104. Guoqi Xie, Jing Huang, Yan Liu, Renfa Li, and Keqin Li, "System-level energy-aware design methodology towards end-to-end response time optimization," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, in press. [IEEE Xplore]
  105. Chubo Liu, Kenli Li, Jie Liang, and Keqin Li, "COOPER-SCHED: A cooperative scheduling framework for mobile edge computing with expected deadline guarantee," IEEE Transactions on Parallel and Distributed Systems, in press. [IEEE Xplore]
  106. Chubo Liu, Kenli Li, Jie Liang, and Keqin Li, "COOPER-MATCH: Job offloading with a cooperative game for guaranteeing strict deadlines in MEC," IEEE Transactions on Mobile Computing, in press. [IEEE Xplore]
  107. Xiaowei Liu, Kenli Li, Keqin Li, "Attentive semantic and perceptual faces completion using self-attention generative adversarial networks," Neural Processing Letters, in press. [abstract] [pdf]
  108. Qingqing Zhou, Guo Chen, Wenjun Jiang, Kenli Li, Zhen Liu, and Keqin Li, "Automatically detecting excavator anomalies based on machine learning," Symmetry, in press. [abstract] [pdf]
  109. Guiji Li, Manman Peng, Ke Nai, Zhiyong Li, Keqin Li, "Multi-view correlation tracking with adaptive memory-augmented update model," Neural Computing and Applications, in press. [abstract] [pdf]
  110. Mingxing Duan, Kenli Li, Keqin Li, and Qi Tian, "Features-enhanced multi-attribute estimation with convolutional tensor correlation fusion network," ACM Transactions on Multimedia Computing Communications and Applications, in press.
  111. Longlong Liao, Kenli Li, Keqin Li, Jie Liu, Qi Tian, "A half precision compressive sensing framework for end-to-end person re-identification," Neural Computing and Applications, in press. [abstract] [pdf]
  112. Wangdong Yang, Kenli Li, and Keqin Li, "A pipeline computing method of SpTV for three-order tensor on CPU and GPU," ACM Transactions on Knowledge Discovery from Data, in press.

Best Paper Awards (最佳论文奖)


Recent International Conferences (最近国际学术会议)

Professor Li is a

天行健, 君子以自强不息;
地势坤, 君子以厚德载物.