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Li Ruixuan Professor Supervisor of Doctorate Candidates Supervisor of Master's Candidates Phone: 027-87545004 Email: rxli@hust.edu.cn Academic Areas: Distributed Computing and Cloud Computing, Data Mining and Machine Learning, Big Data Management and Analysis, Big Data System Security |
Personal Profile
Professor Ruixuan LI, supervisor of doctorate candidates, is the deputy dean of School of Computer Science and Technology, HUST. He is one of the Distinguished Professors of Huazhong Outstanding Scholars Program. He is the director of Intelligent and Distributed Computing Laboratory(IDC-Lab), director of Hubei Enterprise-University Joint Innovation Center of Big Data Application Project, deputy director of Hubei Provincial Key Laboratory of Distributed System Security, deputy director of Hubei Province Big Data Security Engineering Technology Research Center, and deputy director of Philosophy and Social Sciences Laboratory of Big Data and National Communication Strategy, MOE. He is a visiting researcher and supervisor of doctorate candidates of Institute of Information Engineering, Chinese Academy of Sciences, adjunct Professor of Concordia University, Canada, and adjunct Senior Researcher of University of Western Sydney, Australia. In 2009, he was selected into Wuhan Youth Science and Technology Morning Light Program, and in 2017, he was selected into Wuhan Huanghe Talent Program. He graduated from the Department of Computer Science and Engineering of Huazhong University of Science and Technology in 1997, and received his master's degree and doctor's degree from the School of Computer Science and Technology of Huazhong University of Science and Technology in 2000 and 2004, respectively. He went to the University of Western Sydney in Australia for visiting research in 2005, and went to the University of Toronto in Canada for postdoctoral research from 2009 to 2010.
He is a member of IEEE, a member of ACM, a distinguished member of CCF, a deputy director of Information System Committee of CCF, a Standing Committee member of Distributed Computing and Systems Committee of CCF, a member of Big Data Technical Committee of CCF, a member of Database Technical Committee of CCF.He is the Deputy Director of Artificial Intelligence and Security Committee of Chinese Society for Artificial Intelligence, member of CCF Hubei Committee, member of Wuhan Computer Software Engineering Society, deputy leader of Hubei e-Government Advisory Expert Group, evaluation expert of National Natural Science Foundation of China. He served as Deputy Director of Distributed Computing and System Committee of CCF, Deputy Director of Office Automation Committee of CCF, member of System Software Committee, Vice president of Wuhan Committee of CCF, and Chairman of Academic Committee of Wuhan Sub-Forum of CCF YOCSEF (2013-2014).
His research interest covers big data management and analysis, data mining and machine learning, natural language processing, cloud computing and edge computing, artificial intelligence security and privacy computing.
As the project leader, he has presided over more than 30 scientific research projects including key projects supported bu NSFC, National Key Research and Development Program, National 863 Program, National Science and Technology Research Program, Electronic Development Fund of Ministry of Industry and Information Technology, National High Performance Computing Fund, Natural Science Foundation of Hubei Province and cooperative research projects. He has published more than 200 academic papers in authoritative journals at home and abroad such as IEEE TC, IEEE TPDS, IEEE JSAC, IEEE TKDE, IEEE TDSC, ACM TDS, ACM CCS, NeurIPS, ACM SIGIR, DAC, ICDM, CIKM, ICDCS, ICPP, USENIX ,LISA, Science in China, Journal of Computer Science, Journal of Software, Journal of Electronics, Journal of Communication and other international conferences. His papers have been included by SCI and EI for more than 200 times, and his papers have been cited more than 2000 times (according to Google Scholar). He has written and published 2 monographs and textbooks as the first author. He has applied for 70 national invention patents, 42 of which have been authorized,many of which have been transferred and implemented, and 9 computer software Copyrights have been obtained.
He has gained numerous awards such as The Best Thesis Award 2018 by IEEE TrustCom , the Second Prize of Hubei Province Technology Invention, the Third Prize of Hubei Province Excellent Doctoral Dissertation, the Third Prize of Hubei Province Natural Science Excellent Academic Thesis, Excellent Instructor Award of the 10th National College Students Information Security Competition (First Prize) , the First National Web Service Competition Excellence Award, the second Prize of Teaching Quality Award of HUST, “Huawei Award” for teachers and so on . Doctoral students under his supervision have been awarded the outstanding doctoral dissertation of Hubei Province and the outstanding doctoral dissertation of Wuhan of ACM China for many times.
He has been an Editorial Board Member of Applied Sciences Journal,a member of AAAI 2023/202/2021 Program Committee, the president of IEEE ACS 2013, WISA 2019, WISA 2013, IEEE ACS 2013, IEEE ACS 2012 Congress, WISA 2018, WISA 2016, GPC 2012, WISA 2012 Procedure Committee Chair, HPCC 2020/2019, TrustCom 2020/2019/2018/2016, ICA3PP 2017, CIT 2017, CollaborateCom 2015, ACM SACMAT 2014, ADC 2014, and a member of NAS 2013 and other International Conference Procedure Committee.
Academic Degrees
2002.9 ~ 2004.12
Huazhong University of Science and Technology, Doctoral Degree in Engineering - Postgraduate (Doctoral)
1997.9 ~ 2000.6
Huazhong University of Science and Technology, Master's Degree in Engineering - Postgraduate (Master's Degree)
1993.9 ~ 1997.7
Huazhong University of Science and Technology, Bachelor's Degree in Engineering - Undergraduate (Bachelor’s Degree)
Professional Experience
2019.1-Now
Huazhong University of Science and Technology, School of Computer Science and Technology, Deputy Dean
2008.11-Now
Huazhong University of Science and Technology, Intelligent and Distributed Computing Laboratory, Director
1997.7-Now
Huazhong University of Science and Technology, School of Computer Science and Technology, Assistant Professor, Lecturer, Associate Professor, Professor
2017.5-2019.8
Huazhong University of Science and Technology, Institute of Information Security, School of Computer Science and Technology, Dean Director
2017.4-Now
Hubei Big Data Security Engineering Technology Research Center, Deputy Director
2015.3-Now
Institute of Information Engineering, CAS, Guest Researcher
2010.10-Now
Concordia University, Canada, Adjunct Professor
2009.6-2010.10
University of Toronto, Canada, Department of Electrical and Computer Engineering, Postdoctoral Fellow
Courses Taught
[1] Advanced Data Mining
[2] Modern Information Retrieval (English)
[3] Distributed Systems and Middleware (Chinese)
[4] Database System Principle (Chinese)
[5] Database System Design (English)
[6] Computational Thinking (Chinese)
Awards and Honors
[1] 2022 Grand Prize in the 9th Hubei Higher Education Achievement Award
[2] 2022 ACM China Wuhan, Supervisor of Excellent Doctoral Dissertation
[3] 2021 the first prize of Graduate Education Achievement Award of Huazhong University of Science and Technology
[4] 2021 National First prize of the 17th "Challenge Cup" Special Competition (Instructor)
[5] 2018 IEEE TrustCom 2018 Best Paper Award
[6] 2017 candidate included in Yellow Crane Talents Program in Wuhan
[7] 2017 the 10th National College Students Information Security Competition first prize (instructor)
[8] 2017 "Huawei Award" for Teachers
[9] 2017 Supervisor of Outstanding Master's thesis in Hubei
[10] 2016 the third prize of Outstanding Academic paper of Natural Science in Hubei Province
[11] 2014 the second prize of Teaching Quality Excellence Award of Huazhong University of Science and Technology
[12] 2014 Supervisor of Excellent doctoral dissertation in Hubei Province
[13] 2011 the first National Web Service Competition Award
[14] 2009 Supervisor of Outstanding Bachelor's Degree thesis in Hubei Province
[15] 2007 the second prize of Hubei Technology Invention Award
[16] 2006 Excellent doctoral dissertation in Hubei Province
Selected Projects Funded
[1] 2019-2022 Authorization and Authentication System for the Usage of Massive Multi-source Heterogeneous Data (PI, Supported by NSFC)
[2] 2015-218 Privacy Protection and Security Insurance in Mobile Cloud Services (Co-PI, Supported by NSFC)
[3] 2012-2015 Secure Service Mashup and Optimization in Cloud Computing Environments (PI, Supported by NSFC)
[4] 2009-2011 Optimization Model for Multi-domain Security Policies Based on Multiple Criteria Decision Making (PI, Supported by NSFC)
[5] 2008-2008 Percolation-Based Topology Control and Search in Peer-to-Peer Network (PI, Supported by NSFC)
[6] 2005-2007 Risk Evaluation Model for Information Exchange Based on Multiple Autonomous Domains (PI, Supported by NSFC)
[7] 2007-2009 Key Technologies of Distributed Ciphertext Information Retrieval System (PI, Supported by 863 Program)
[8] 2012-2013 Key Technologies of Encrypted Full Text Retrieval (Co-PI, Supported by National XX Development Fund of China)
Selected Publications
[1] Haozhao Wang, Song Guo, Zhihao Qu, Ruixuan Li, Ziming Liu. Error-Compensated Sparsification for Communication-Efficient Decentralized Training in Edge Environment. IEEE Transactions on Parallel and Distributed Systems, 2022, 33(1): 14-25
[2] Haozhao Wang, Song Guo, Bin Tang, Ruixuan Li, Yutong Yang, Zhihao Qu, Yi Wang. Heterogeneity-aware Gradient Coding for Tolerating and Leveraging Stragglers. IEEE Transactions on Computers, 2022, 71(4): 779-794.
[3] Wenlong Tian, Ruixuan Li, Zhiyong Xu, Weijun Xiao. Loco-Store: Locality-based Oblivious Data Storage. IEEE Transactions on Dependable and Secure Computing, 2022, 19(2): 1395-1406
[4] Ruixuan Li, Qi Yang, Yuhua Li, Xiwu Gu, Weijun Xiao, Keqin Li. HeteroYARN: A Heterogeneous FPGA-accelerated Architecture based on YARN. IEEE Transactions on Parallel and Distributed Systems, 2020, 31(12): 2968-2980
[5] Ruixuan Li, Chenglin Shen, Heng He, Zhiyong Xu, Cheng-Zhong Xu. A Lightweight Secure Data Sharing Scheme for Mobile Cloud Computing. IEEE Transactions on Cloud Computing, 2018, 6(2): 344-357
[6] Dongsheng Duan, Yuhua Li, Ruixuan Li, Rui Zhang, Xiwu Gu and Kunmei Wen. LIMTopic: A Framework of Incorporating Link based Importance into Topic Modeling. IEEE Transactions on Knowledge and Data Engineering, 26(10): 2493-2506, 2014
[7] Wei Liu, Haozhao Wang, Jun Wang, Ruixuan Li, Chao Yue, Yuankai Zhang. FR: Folded Rationalization with a Unified Encoder. Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, LA, USA, Nov 28th - Dec 3rd, 2022
[8] Yixiong Zou, Shanghang Zhang, Yuhua Li, Ruixuan Li. Margin-Based Few-Shot Class-Incremental Learning with Class-Level Overfitting Mitigation. Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, LA, USA, Nov 28th - Dec 3rd, 2022
[9] Jinrong Guo, Songlin Hu, Wang Wang, Chunrong Yao, Jizhong Han, Ruixuan Li, Yijun Lu. Tail: An Automated and Lightweight Gradient Compression Framework for Distributed Deep Learning. The 57th ACM/IEEE Design Automation Conference (DAC 2020), San Francisco, CA, USA, July 20-24, 2020, pp. 1-6
[10] Zhenlong Zhu, Ruixuan Li, Minghui Shan, Yuhua Li, Lu Gao, Fei Wang, Jixing Xu, Xiwu Gu. TDP: Personalized Taxi Demand Prediction Based on Heterogeneous Graph Embedding. The 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), Paris, France, July 21-25, 2019, pp.1177-1180
[11] Haozhao Wang, Song Guo, Bin Tang, Ruixuan Li, Chengjie Li. Heterogeneity-aware Gradient Coding for Straggler Tolerance. The 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019), Dallas, Texas, USA, July 7-10, 2019, pp. 555-564
[12] Haozhao Wang, Song Guo, Bin Tang, Ruixuan Li, Chengjie Li. Heterogeneity-aware Gradient Coding for Straggler Tolerance. The 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019), Dallas, Texas, USA, July 7-10, 2019, pp. 555-564
Professional Affiliations
[1] From January, 2019 till now, Deputy Director of Artificial Intelligence and Security Committee of Chinese Association for Artificial Intelligence (CAAI)
[2] From January,2012 till now, Deputy Director of Information System Technical Committee of CCF
[3] From January, 2012 till December, 2019, Deputy Director of Technical Committee on Distributed Computing and Systems,CCF
[4] From February 2021 till now, Member of Database Technical Committee of CCF
[5] From October,2015 till now, Member of Big Data Technical Committee of CC
Research Group
The Intelligent and Distributed Computing Laboratory(IDC-Lab)
The Intelligent and Distributed Computing Laboratory (IDC-Lab) of Huazhong University of Science and Technology (HUST) was established in 1983. Its predecessor was the Software Engineering and System Integration Laboratory of the Computer Department of HUST. Professor Li Ruixuan is the director of the laboratory, and Professor Lu Zhengding, former Dean of the School of Computer Science and Technology of HUST is the honorary director of the laboratory.
This lab is mainly engaged in distributed computing and cloud computing, distributed system security, big data management and analysis, intelligent information processing and information retrieval, data mining and knowledge discovery, and social network analysis. The lab has a strong faculty and a vibrant scientific research echelon. At present, there are 2 professors, 2 associate professors, 1 lecturer and 2 post-Docs, all of whom have doctor's or master's degrees. At present, IDC - Lab has cultivated more than 50 doctoral students, 4 of whom have been awarded the outstanding doctoral dissertation of Hubei Province, and over 200 graduate students.Mow there 9 doctoral students and more than 20 master students studying in this lab.
The lab has undertaken and participated in more than 30 national-level and provincial-level research projects as well as projects from large enterprises , including the projects supported by National Key R&D Program of China, National 863 program, National Natural Science Foundation, National Science and Technology Research Program, Electronic Information Industry Development Fund, etc. In addition, the lab has also undertaken a number of projects planned by relevant national departments, Hubei Natural Science Foundation , provincial- and ministerial-level key science and technology research projects, State key laboratory open fund projects and various talent fund projects.
At present, more than 10 monographs and coursebooks have been published , and 300 papers have been published in domestic and foreign academic journals and international academic conferences, among which more than 200 papers have been indexed by SCI, EI and ISTP. The lab has applied for 25 Chinese invention patents, obtained 16 authorized invention patents and obtained 9 computer software Copyrights. It has won one American SME "University Leading Award" (1999), one first prize of Provincial- and Ministerial-level Scientific and Technological Progress Award, one second prize of Technological Invention Award, two third prizes of Scientific and Technological Progress Award, and four National Key Achievement Award.
Adhering to the motto of HUST and advocating the principle of “dedication to work, freedom of life”, the lab is committed to becoming a renowned first-class R&D team and talent training base in China and abroad .
Address: School of Computer Science and Technology, Huazhong University of Science and Technology, No. 1037 Luoyu Road, Wuhan City, Hubei Province
Zip Code: 430074 Tel: 027-87544285 Fax: 027-87545004
Website: http://idc.hust.edu.cn
Enrollment Information
The Intelligent and Distributed Computing Laboratory (IDC-Lab) of School of Computer Science and Technology, HUST, mainly engaged in big data management and analysis, intelligent data processing and information retrieval, data mining and machine learning, natural language processing, social network analysis, distributed computing and cloud computing, and data security and privacy protection, is looking for people with Ph. D. degree to work in our laboratory.
1. Recruitment positions
1.1. Full-time faculties.
1.2. Full-time postdocs.
2. Application conditions
2.1. Applicants shall be law-abiding and healthy.
2.2. Applicants shall be engaged in or very interested in related research field.
2.3. Applicants shall be with strong research ability and professional spirit, enthusiastic in scientific research.
2.4. Applicants shall be under 45 and 40 years old respectively for professor and associate professor positions, under 35 years old for lecturer positions, and under 30 years old for postdoctoral positions.
3. Application materials
3.1. Resume (including education and work experience, academic work content, list of papers, honors and awards, etc.).
3.2. Selected published papers (less than five).
3.3. Letters of recommendation (optional).
4. Basic treatment
4.1. The basic package for faculties and postdocs will be provided according to relevant regulations of the university.
4.2. The additional package for faculties and postdocs will be provided by the lab according to their achievements.
5. Contact information
E-mail: rxli@hust.edu.cn
Correspondence Address: School of Computer Science, Huazhong University of Science and Technology, 1037 Luoyu Road, Wuhan, Hubei 430074, P.R.China
Tel: +86-27-87544285
Contact: Prof. Ruixuan Li
Laboratory website: /hust/mu_idc/
Personal Homepage
Web1：/hust/mu_idc/rxli/
Web2：/hust/mu_faculty/rxli/zh_CN/index.htm
