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Ruixuan Li |
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Professor, Director, Vice Dean
Intelligent and Distributed Computing Laboratory School of Computer Science and Technology Huazhong University of Science and Technology Wuhan, Hubei 430074, P.R.China
Office: Room 442, South No.1 Building
Phone: +
E-mail: |
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Won the First Prize of Hubei Science and Technology Progress Award
The project "Key Technologies and Applications of Cross-scenario Big Data Analysis" led by Professor Ruixuan Li, director of the laboratory, won the First Prize of the 2022 Hubei Science and Technology Progress Award.
Won the Second Prize of China Industry-University-Research Cooperation Innovation Achievement Award
The project "Key Technologies and Applications of Efficient and Secure Big Data Intelligent Processing and Analysis" led by Professor Ruixuan Li, Director of the laboratory, won the Second Prize of the 2022 China Industry-University-Research Cooperation Innovation Achievement Award.
The number of Top Conference and Journal Papers Grows Rapidly
Recently, the number of papers accepted in top international conferences (e.g. NeurIPS, CVPR, ACL, IJCAI, AAAI, INFOCOM) and journals (e.g. IEEE TC, TPDS, TDSC, JSAC) is growing rapidly.
Grant:
The
current research,
Authorization and
Authentication System for the Usage of Massive Multi-source Heterogeneous Data,
is supported by National Natural Science Foundation of China (NSFC),
Affiliate Professor: An Honorary Academic Appointment
An
honorary academic appointment as an
Artificial intelligence: Large language
model, Machine learning, Graph learning, eXplainable m
Data and knowledge management:
Big data storage, management and analysis,
Data mining,
Distributed computing: Edge computing, Cloud computing
Security and privacy:
Research Grants
The current research was supported by the following grants and funding. More grants can be found here.
Authorization and
Authentication System for the Usage of Massive Multi-source
Heterogeneous Data
Fundamental Theory of Big Data Security and Privacy Protection (Supported by National Key Research and Development Program of China)
Privacy Protection and Security Insurance in Mobile Cloud Services
Optimization Model for Multi-domain Security Policies Based on Multiple Criteria Decision Making (PI, Supported by NSFC)
Percolation-Based Topology Control and Search in Peer-to-Peer Network (PI, Supported by NSFC)
Risk Evaluation Model for Information Exchange Based on Multiple Autonomous Domains (PI, Supported by NSFC)
Research Projects
RMiner: A visual
role mining and role state updating platform and tool set. Papers have been
published on ACM SACMAT
2010,
MCM.
SecTag: A secure web tag framework to help developers create fine-grained and multi-policy supported web resource protection. The system have been demonstrated at ACM CCS 2010 (Demo).
Mimir: An encrypted full-text retrieval system.
MDAC: A multi-domain access control system.
Ruixuan Li, Zhengding Lu. Principles and Techniques of Multidatabase Systems. Beijing: Publishing House of Electronics Industry, 2005 (Chinese)
Ruixuan Li, Manhong Yang, Jun Wang. Introduction to Oracle Developer 2000. Beijing: Peking University Press, 2000 (Chinese)
Selected Journal Publications
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
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
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
Haozhao Wang, Zhihao Qu, Song Guo, Ningqi Wang, Ruixuan Li, Weihua Zhuang. LOSP: Overlap Synchronization Parallel with Local Compensation for Fast Distributed Training. IEEE Journal on Selected Areas in Communications, 2021, 39(8): 2541-2557
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
Ruixuan Li, Chenglin Shen, Heng He, Zhiyong Xu, Cheng-Zhong Xu.
Selected Conference Publications
Han Chen, Ziwen Zhao, Yuhua Li, Yixiong Zou, Ruixuan Li, Rui Zhang. CSGCL: Community Strength Enhanced Graph Contrastive Learning. The 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao, S.A.R, China, August 19-25 2023
Meixuan Qiao, Jun Wang, Junfu Xiang, Qiyu Hou, Ruixuan Li. Structure Diagram Recognition in Financial Announcements. The 17th International Conference on Document Analysis and Recognition (ICDAR 2023), San José, California, USA, August 21-26, 2023
Wei Liu, Haozhao Wang, Jun Wang, Ruixuan Li, Xinyang Li, YuanKai Zhang and Yang Qiu. MGR: Multi-generator Based Rationalization. The 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023), Toronto, Canada, July 9th to July 14th, 2023
Haozhao Wang, Yichen Li, Wenchao Xu, Ruixuan Li, Yufeng Zhan, Zhigang Zeng. DaFKD: Domain-aware Federated Knowledge Distillation. The Thirty-Fourth IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023), Vancouver, Canada, June 18-22, 2023
Haozhao Wang, Wenchao Xu, Yunfeng Fan, Ruixuan Li, and Pan Zhou. AOCC-FL: Federated Learning with Aligned Overlapping via Calibrated Compensation. The Forty-Second IEEE Conference on Computer Communications (INFOCOM 2023), New York City, USA, May 17-20, 2023
Shiwei Li, Huifeng Guo, Lu Hou, Wei Zhang, Xing Tang, Ruiming Tang, Rui Zhang and Ruixuan Li. Adaptive Low-Precision Training for Embeddings in Click-Through Rate Prediction. The Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), Washington DC, USA. February 7-14, 2023
Wei Liu, Haozhao Wang, Jun Wang, Ruixuan Li, Chao Yue, Yuankai Zhang. FR: Folded Rationalization with a Unified Encoder. The Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, LA, USA, Nov 28th - Dec 3rd, 2022
Yixiong Zou, Shanghang Zhang, Yuhua Li,
Ruixuan Li. Margin-Based Few-Shot Class-Incremental Learning with
Class-Level Overfitting Mitigation. The Thirty-Sixth Annual Conference
on Neural Information Processing Systems (NeurIPS 2022), New Orleans,
LA, USA, Nov 28th - Dec 3rd, 2022
Ruixuan Li, Huaqing Li, Wei Wang,
Xiaopu Ma, Xiwu Gu. RMiner: A Tool Set for Role Mining. The 18th ACM
Symposium on Access Control Models and Technologies (SACMAT 2013),
Amsterdam, The Netherlands, Jun 12-14, 2013, pp 193-196
Full publication list can be found here.
Presentations and Talks
Invited Talk: WebPeer: A P2P-based System for Publishing and Discovering Web Services, University of Western Sydney, Sydney, Australia, Aug. 2005
Filed Patents
Ruixuan Li, Kunmei Wen, Yong Zhao, Xiwu Gu, Zhengding Lu,Yan’an Jin, Yibin Ding. System for Topic Crawler Based on Social Annotations. China Patent (No. ZL200910062020.0), 2009
Pending Patents
Ruixuan Li, Quanzhou Zhao, Xiwu Gu,
Zhiqiang Xiong, Hongmu Han, Junwei Tang. A Method of Security Enhancement
for Third-party codes in Android Applications (pending, application No.
201510353989.9), 2015
Database System Principle,
Database System Design, Fall 2001, 2008, 2011, Spring 2011, 2013-2020, 2023 (English)
Advanced Machine Learning, Spring 2023 (Chinese)
Cutting-edge Lectures on Big Data
Modern Information Retrieval,
Distributed Systems and Middleware, Fall 2008, 2010-2021 (Chinese)
Methodology of Computer Science and Technology
Peer-to-Peer Computing, Spring 2005-2009 (Chinese)
Semantic Web & Ontology, Fall 2004-2007 (Chinese)
Object Oriented Programming, Fall 2003, 2011, Spring 2005-2007 (Chinese)
Training Courses for Oracle, Informix and SCO Unix, Spring, 1998-2001 (Chinese)
Current Ph.D. Candidates
Shuixiang Li,
Duyu Chen, Lingxiao Kong, Wen Shi, Wei Liu, Cheng Wang,
Current M.S. Students
Aojie Luo, Jie Han, Yuting Chen, Meixuan Qiao, Linfeng Shu, Supeng Wang, Jiyuan He, Jiaming Li, Wu Huang, Yiman Hu
Graduated Ph.D.s
More information about current and graduated students can be found here.
Visiting Researcher:
Member: ACM and IEEE, Chinese Association for Artificial Intelligence (CAAI)
Distinguished Member: China Computer Federation (CCF)
Vice Director: Technical Committee of Distributed Computing and Systems of CCF
Vice Director: Technical Committee of Information Systems of CCF
Vice Director: Technical Committee of Artificial Intelligence and Security of CAAI
Chair: Young Computer Scientists & Engineers Forum of CCF (YOCSEF Wuhan)
Director: Computer Society of Hubei Province
Program Co-Chair:
Workshop Co-Chair: ICESS 2012
Publication Co-Chair:
Program Committee Member: AAAI 2021/2022/2023, TrustCom 2015, ADC 2015, ACM SACMAT 2014, ICC-CISS 2014, CSWS 2013, NAS 2013, TrustCom 2013, ADC 2013, WNM 2013, CIIA 2013, TrustCom 2012, STPSA 2012, WNM 2012, ICESS 2012, CollaborateCom 2011, TrustCom 2011, PICom 2011, CollaborateCom 2010, ICESS 2010, TrustCom 2010, PGSC 2010, FCST 2009, PICom 2009, WISA 2009, FCST 2008, WISA 2008, WISA 2007, WISA 2006, WISA 2005, CNCC 2005
Organizing Co-Chair:
Organizing Committee Member: WISA 2004
Session Chair: HPCC 2012, APWeb 2012, DPCS 2012, TrustCom 2011, CollaborateCom 2010, TrustCom 2009, TrustCom 2008, WISA 2008, DPCS 2008, NSS 2007, WISA 2007, DPCS 2007 WISA 2006, DPCS 2006, DPCS 2005
Referee: IEEE Transactions on Computers, IEEE Transactions on Parallel and Distributed Systems, IEEE Transactions on Cloud Computing, IEEE Computer, IEEE Network, Journal of Computer and System Sciences, Journal of Network and Computer Applications, Computer Communications, Future Generation Computer Systems, Information Sciences, Concurrency and Computation: Practice and Experience, Security and Communication Networks, Parallel and Distributed Computing and Networks, Artificial Intelligence Review, Computers in Industry, Journal of Integrated Design and Process Science, Journal of Computers, Advances in Systems Science and Applications
Referee: Chinese Journal of Computers, J on Communications, Computer Science, Journal of Chinese Computer Systems, Journal of Computer Engineering and Science, Wuhan U J of Natural Sciences, J of Shanghai JiaoTong U, J of Xi'an Jiao Tong U, J of South China U of Tech, etc
Referee:
NAS
2008,
CNCC 2007, ICCNMC
2005, WISA
2005,
GCC
2004,
WISA 2004,
A brief biographical introduction.
IDC Lab recognized list of important conferences, briefly Top-120 list of IDC lab.
Computer Science Conference Rankings and Computer Science Journal Rankings (collected from Internet, only for reference, not accurate, complete, official).
Some of the CFPs of upcoming conferences on distributed systems, peer-to-peer computing, parallel processing, Internet computing, data management, web services and system security can be found here.
Last updated on May 6, 2023,
visits since September
19, 2012
