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

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

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.

He has published over 720 journal articles, book chapters, and refereed conference papers, with over 460 articles published in 130 different research journals and over 190 publications in 43 different ACM/IEEE transactions and journals. He has also received several best paper awards.

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 (lecture available at 学堂在线) in the 60th Anniversary Celebration of the Department of Computer Science and Technology at Tsinghua University, his alma mater, 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 is a 2017 recipient of the Albert Nelson Marquis Lifetime Achievement Award for being listed in Marquis Who's Who in Science and Engineering (科学与工程名人录), Who's Who in America (美国名人录), Who's Who in the World (世界名人录), and Who's Who in American Education (美国教育界名人录) for more than 20 consecutive years.

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 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].

This is Ling (front, center) in her dance team performance show: "Kite" (风筝) during 2019 Chinese New Year celebration.

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 国际运筹学与管理科学学会博士论文竞赛第一名) in 2017. This is his award winning paper published in Management Science.

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 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].

Enjoy Charlotte's recent piano solo: "Fantaisie-Impromptu in C# Minor Op. 66" by Frédéric Chopin (肖邦的升C小调幻想即兴曲).

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 photo of Andrew, Charlotte, and Christina taken at home during Christmas of 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 of 2019.

Enjoy Professor Li's Baritone Solo: "Lake Baikal" (贝加尔湖畔) [audio] [video], "Just Want to be Ordinary" (只要平凡) [audio] [video].

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; Suzhou (Tiger Hill 苏州虎丘), in the fall of 2019; Kunming (Shiping Hall 昆明石屏会馆), Dali (Three Towers in Chongsheng Temple 大理崇圣寺三塔), Dali (Dali Ancient City 大理古城), Dali (Nanzhao Island 大理南诏风情岛), Tengchong (Heshun Ancient Village 腾冲和顺古镇), Tengchong (Volcanic Geology Park 腾冲火山地质公园), in the winter of 2019.

Research in COVID-19 (新冠病毒研究)

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.

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

    Publications in 2020

  1. 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]
  2. 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]
  3. 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]
  4. 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]
  5. Yuan Liu, Ningbo Zhu, Kenli Li, Miqing Li, Jinhua Zheng, and Keqin Li, "An angle dominance criterion for evolutionary many-objective optimization," Information Sciences, vol. 509, pp. 376-399, January 2020. [abstract] [pdf]
  6. Zhao Tong, Hongjian Chen, Xiaomei Deng, Kenli Li, and Keqin Li, "A scheduling scheme in cloud computing environment using deep Q-learning," Information Sciences, vol. 512, pp. 1170-1191, February 2020. [abstract] [pdf]
  7. Longlong Liao, Zhibang Yang, Qing Liao, Kenli Li, Keqin Li, Jie Liu, and Qi Tian, "A half precision compressive sensing framework for end-to-end person re-identification," Neural Computing and Applications, vol. 32, no. 4, pp. 1141-1155, February 2020. [abstract] [pdf]
  8. Xiaowei Liu, Kenli Li, Keqin Li, "Attentive semantic and perceptual faces completion using self-attention generative adversarial networks," Neural Processing Letters, vol. 51, no. 1, pp. 211-229, February 2020. [abstract] [pdf]
  9. Xiao Fu, Kenli Li, Jing Liu, Keqin Li, Cen Chen, "A two-stage attention aware method for train bearing shed oil inspection based on convolutional neural networks," Neurocomputing, vol. 380, pp. 212-224, 7 March 2020. [abstract] [pdf]
  10. Ying Zhong, Zhiliang Wang, Wenqi Chen, Yifan Chen, Yahui Li, Xia Yin, Xingang Shi, Jiahai Yang, Keqin Li, "HELAD: A novel network anomaly detection model based on heterogeneous ensemble learning," Computer Networks, vol. 169, 107049, 14 March 2020. [abstract] [pdf]
  11. Chenxing Xia, Hanling Zhang, Xiuju Gao, and Keqin Li, "Exploiting background divergence and foreground compactness for salient object detection," Neurocomputing, vol. 383, pp. 194-211, 28 March 2020. [abstract] [pdf]
  12. 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, vol. 21, no. 3, pp. 919-933, March 2020. [IEEE Xplore] [pdf]
  13. Jianhua Jiang, Ran Jiang, Xianqiu Meng, Keqin Li, "SCGSA: A sine chaotic gravitational search algorithm for continuous optimization problems," Expert Systems with Applications, vol. 144, 15 April 2020, 113118. [abstract] [pdf]
  14. 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), vol. 105, pp. 916-931, April 2020. [abstract] [pdf]
  15. Peijin Cong, Guo Xu, Tongquan Wei, and Keqin Li, "A survey of profit optimization techniques for cloud providers," ACM Computing Surveys, vol. 53, no. 2, Article 26, pp 1-35, April 2020. [abstract] [pdf]
  16. Peijin Cong, Junlong Zhou, Liying Li, Kun Cao, Tongquan Wei, and Keqin Li, "A survey of hierarchical energy optimization for mobile computing: A perspective from devices to the cloud," ACM Computing Surveys, vol. 53, no. 2, Article 38, pp 1-44, April 2020. [abstract] [pdf]
  17. 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 (Special Issue: Intelligent Resource Management for 5G), vol. 26, no. 3, pp. 1905-1919, April 2020. [abstract] [pdf]
  18. Guiji Li, Manman Peng, Ke Nai, Zhiyong Li, Keqin Li, "Reliable correlation tracking via dual-memory selection model," Information Sciences, vol. 518, pp. 238-255, May 2020. [abstract] [pdf]
  19. Jinyuan Zhao, Zhigang Hu, Bing Xiong, Liu Yang, and Keqin Li, "Modelling and optimization of packet forwarding performance in software-defined WAN," Future Generation Computer Systems, vol. 106, pp. 412-425, May 2020. [abstract] [pdf]
  20. Yuejie Zeng, Lin Xiao, Kenli Li, Jichun Li, Keqin Li, Zhen Jian, "Design and analysis of three nonlinearly activated ZNN models for solving time-varying linear matrix inequalities in finite time," Neurocomputing, vol. 390, pp. 78-87, 21 May 2020. [abstract] [pdf]
  21. 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, vol. 31, no. 6, pp. 1400-1418, June 2020. [IEEE Xplore] [pdf]
  22. Yin Zhang, Gai-Ge Wang, Keqin Li, Wei-Chang Yeh, Muwei Jian, and Junyu Dong, "Enhancing MOEA/D with information feedback models for large-scale many-objective optimization," Information Sciences, volume 522, pp. 1-16, June 2020. [abstract] [pdf]
  23. Yuedan Chen, Guoqing Xiao, Fan Wu, Zhuo Tang, and Keqin Li, "tpSpMV: A two-phase large-scale sparse matrix-vector multiplication kernel for manycore architectures," Information Sciences, vol. 523, pp. 279-295, June 2020. [abstract] [pdf]
  24. Xiongwei Fei, Kenli Li, Wangdong Yang, and Keqin Li, "Analysis of energy efficiency of a parallel AES algorithm for CPU-GPU heterogeneous platforms," Parallel Computing, vol. 94-95, 102621, June 2020. [abstract] [pdf]
  25. Pavlo Melnyk, Zhiqiang You, and Keqin Li, "A high-performance CNN method for offline handwritten Chinese character recognition and visualization," Soft Computing, vol. 24, no. 11, pp. 7977-7987, June 2020. [abstract] [pdf]
  26. Yifan Chen, Zhiyong Li, Bo Yang, Ke Nai, and Keqin Li, "A Stackelberg game approach to multiple resources allocation and pricing in mobile edge computing," Future Generation Computer Systems, vol. 108, pp. 273-287, July 2020. [abstract] [pdf]
  27. Zheng Xiao, Liwen Chen, Bangyong Wang, Jiayi Du, and Keqin Li, "Novel fairness-aware co-scheduling for shared cache contention game on chip multiprocessors," Information Sciences, vol. 526, pp. 68-85, July 2020. [abstract] [pdf]
  28. Jianhua Jiang, Xianqiu Meng, Yujun Chen, Chunyan Qiu, Yang Liu, Keqin Li, "Enhancing tree-seed algorithm via feed-back mechanism for optimizing continuous problems," Applied Soft Computing, vol. 92, 106314, 29 pps., July 2020. [abstract] [pdf]
  29. Linlin Zhuo, Kenli Li, Hao Li, Jiwu Peng, and Keqin Li, "An online and generalized non-negativity constrained model for large-scale sparse tensor estimation on multi-GPUs," Neurocomputing, vol. 399, pp. 18-36, 25 July 2020. [abstract] [pdf]
  30. Surong Xiao, Chubo Liu, Kenli Li, and Keqin Li, "System delay optimization for mobile edge computing," Future Generation Computer Systems, vol. 109, pp. 17-28, August 2020. [abstract] [pdf]
  31. Xin Jin, Qian Jiang, Xing Chu, Xun Lang, Shaowen Yao, Keqin Li, and Wei Zhou, "Brain medical image fusion using L2-norm-based features and fuzzy-weighted measurements in the 2D Littlewood-Paley EWT domain," IEEE Transactions on Instrumentation and Measurement, vol. 69, no. 8, pp. 5900-5913, August 2020. [IEEE Xplore] [pdf]
  32. Khin Nandar Win, Kenli Li, Jianguo Chen, Philippe Fournier Viger, Keqin Li, "Fingerprint classification and identification algorithms for criminal investigation: A survey," Future Generation Computer Systems (Special Issue on Big Data Analytics and Artificial Intelligence for Cyber Crime Investigation and Prevention), vol. 110, pp. 758-771, September 2020. [abstract] [pdf]
  33. Yi Zhang, Yu Liu, Junlong Zhou, Jin Sun, and Keqin Li, "Slow-movement particle swarm optimization algorithms for scheduling security-critical tasks in resource-limited mobile edge computing," Future Generation Computer Systems, vol. 112, pp. 148-161, November 2020. [abstract] [pdf]
  34. 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]
  35. 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. [abstract]
  36. Jie Liang, Kenli Li, Chubo Liu, and Keqin Li, "Joint offloading and scheduling decisions for DAG applications in mobile edge computing," Neurocomputing, in press. [abstract]
  37. Mingxing Duan, Kenli Li, Aijia Ouyang, Khin Nandar Win, Keqin Li, and Qi Tian, "EGroupNet: A feature-enhanced network for age estimation with novel age group schemes," ACM Transactions on Multimedia Computing Communications and Applications, in press. [abstract]
  38. Cen Chen, Kenli Li, Sin Teo, Xiaofeng Zou, Vijay Chandrasekhar, Keqin Li, and Zeng Zeng, "Citywide traffic flow prediction based on multiple gated 3D convolutional neural networks," ACM Transactions on Knowledge Discovery from Data, in press. [abstract]
  39. Tao Hu, Chunxia Xiao, Chao Liang, Geyong Min, and Keqin Li, "Generating video animation from single still image in social media based on intelligent computing," Journal of Visual Communication and Image Representation, in press.
  40. Wenwei Cai, Jiaxian Zhu, Weihua Bai, Weiwei Lin, Naqing Zhou, and Keqin Li, "A cost saving and load balancing task scheduling model for heterogeneous cloud datacenters," Journal of Supercomputing, in press. [abstract]
  41. Xu Zhou, Kenli Li, Zhibang Yang, Jing Mei, and Keqin Li, "Efficient approaches to k representative G-skyline queries," ACM Transactions on Knowledge Discovery from Data, in press. [abstract]
  42. Junyan Hu, Kenli Li, Chubo Liu, Anthony Theodore Chronopoulos, and Keqin Li, "Game-based task offloading of Multi-MD with QoS in MEC systems of limited computation capacity," ACM Transactions on Embedded Computing Systems, in press. [abstract]
  43. Weiwei Lin, Fang Shi, Wentai Wu, Keqin Li, Guangxin Wu, and Al-Alas Mohammed, "A taxonomy and survey of power models and power modeling for cloud servers," ACM Computing Surveys, in press.
  44. Lian Chen, Wangdong Yang, Kenli Li, and Keqin Li, "Distributed matrix factorization based on fast optimization for implicit feedback recommendation," Journal of Intelligent Information Systems, in press. [abstract]
  45. Yuejie Zeng, Lin Xiao, Qiuyue Zuo, Kenli Li, and Keqin Li, "Solving time-varying linear inequalities by finite-time convergent zeroing neural networks," Journal of the Franklin Institute, in press. [abstract]
  46. Yibi Chen, Xiaofeng Zou, Kenli Li, Cen Chen, and Keqin Li, "Multiple local 3D CNN for region-based prediction in smart cities," Information Sciences, in press.
  47. Weihong Chen, Guoqi Xie, Renfa Li, and Keqin Li, "Execution cost minimization scheduling algorithms for deadline-constrained parallel applications on heterogeneous clouds", Cluster Computing, in press.
  48. Zhao Liu, Kenli Li, Xu Zhou, Ningbo Zhu, and Keqin Li, "Incentive mechanisms for crowdsensing: motivating users to preprocess data for the crowdsourcer," ACM Transactions on Sensor Networks, in press.
  49. Ahmed Fathalla, Ahmad Salah, Kenli Li, Keqin Li, and Piccialli Francesco, "Deep end-to-end learning for price prediction of second-hand items," Knowledge and Information Systems, 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.