刘聪

所属研究所、院系: 
先进网络与计算系统研究所
职称: 
副教授
E-mail: 
liucong3@mail.sysu.edu.cn
办公地点: 
大学城校区,JIE联合工程学院楼406D
教师简介: 

在美国佛罗里达大西洋大学获得计算机科学的博士学位,在中山大学获得计算机软件与理论专业的硕士学位,在华南理工大学获得微电子技术与计算机工程双学位。在重要的国际期刊和会议上发表了大量的文章并担任审稿工作。

研究领域: 

自然语言处理,机器学习,手机系统与应用,无线网络和移动计算

教育背景: 
  1. 2005/08-2009/08,美国佛罗里达大西洋大学,计算机科学与工程系,博士
  2. 2002/09-2005/06,中山大学,计算机科学系,硕士
  3. 1998/09-2002/06,华南理工大学,应用物理系,计算机工程系,学士
工作经历: 
  1. 2015/01-今, 中山大学,数据科学与计算机学院,副教授
  2. 2014/01-2015/01, 中山大学,超级计算学院,副教授
  3. 2014/08,新加坡南洋理工大学,访问学者
  4. 2013/07-2013/12, 微软亚洲研究院,铸星计划访问研究员
  5. 2011/12-2012/02, 美国天普大学,计算机和信息科学系,访问学者
  6. 2010/01-2013/12, 中山大学,信息科学与技术学院,讲师
  7. 2009/09-2009/12, 中国科学院深圳先进技术研究院,先进计算与数字工程研究所,助理研究员
  8. 2006/01-2006/08, 美国摩托罗拉公司,研究助理
海外经历: 
  1. 2005/08-2009/08, 美国佛罗里达大西洋大学,计算机科学与工程系,博士
  2. 2011/12-2012/02, 美国天普大学,计算机和信息科学系,访问学者
  3. 2014/08,新加坡南洋理工大学,访问学者
  4. 2006/01-2006/08, 美国摩托罗拉公司,研究助理
科研项目: 
  • 大规模移动社会网络中关键路由技术的研究,国家自然科学基金(面上项目),61472459,80万,2015/1-2018/12。
  • 间歇连通网络中消息传递算法的研究,珠江科技新星项目,30万,2012/1-2014/12。
  • 容迟网络中的节能路由协议的研究,国家自然科学基金(青年基金),21万,2010/1-2013/12。
  • 中山大学青年教师培育项目,15万,2011/1-2012/12。
  • 中山大学百人计划项目,15万,2010/1-2011/12。
教授课程: 
  1. 程序设计I
  2. 程序设计I实验
  3. 程序设计II
  4. 程序设计II实验
  5. 数据结构与算法
  6. 数据结构与算法实验
代表性论著: 

期刊论文

  1. Ai Chen, Ying Zhu, Zhizhou Li, Ten H. Lai, Cong Liu. Is one-way barrier coverage achievable using comprehensive sensors?. Elsevier Computer Communications, Volume 57, 15 February 2015, Pages 100–114.
  2. Mingjiong Liang, Zhiguo Zhang, Cong Liu, and Li Chen. Multihop Delivery Quality Based Routing in DTNs, IEEE Transactions on Vehicular Technology (TVT), 2015, Volume: 64, Issue: 3, Pages: 1095 - 1104.
  3. Cong Liu, Yan Pan, Ai Chen, and Jie Wu. A DFA with Extended Character-set for Fast Deep Packet Inspection, IEEE Transactions on Computers (TC), Vol. 63, No. 8, Aug. 2014, 1925-1937.
  4. Lei Zhou, Ying Zhu, Ai Chen, and Cong Liu. A Simulation Platform for ZigBee-UMTS Hybrid Networks, IEEE Communication Letters, Vol. 17, No. 2, Feb. 2013, 293-296.
  5. Hanjiang Lai, Yan Pan, Cong Liu, Liang Lin, and Jie Wu. Sparse Learning-to-Rank via an Efficient Primal-Dual Algorithm, IEEE Transactions on Computers (TC), Vol. 62, No. 6, Feb. 2013, 1221-1233.
  6. Cong Liu and Jie Wu. Fast Deep Packet Inspection with a Dual Finite Automata. IEEE Transactions on Computers (TC), Vol. 62, No. 2, Feb. 2013, 310-321.
  7. Cong Liu and Jie Wu. On Multicopy Opportunistic Forwarding Protocols in Nondeterministic Delay Tolerant Networks. IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 23, No. 6, June 2012, 1121-1128.
  8. Cong Liu and Jie Wu. Practical Routing in a Cyclic MobiSpace. IEEE/ACM Transactions on Networking (ToN), Vol. 19, No. 2, April 2011, 369-382.
  9. Cong Liu and Jie Wu. Scalable Routing in Cyclic Mobile Networks. IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 20, No. 9, September 2009, 1325-1338.
  10. Cong Liu and Jie Wu. Virtual-Force-Based Geometric Routing Protocol in MANETs. IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 20, No. 4, April 2009, 433-445.
  11. 张治国,刘聪,张鹏,移动AdHoc网络中保证覆盖的准确计时可靠链路方法,软件学报,2007年第07期,219-227.
  12. 黄巍,刘聪,不确定决策系统及其一种粗糙集方法,复旦学报(自然科学版). 2004年10月。
  13. 黄巍,叶小平,刘聪,一种扩展的不完备决策系统的Rough集方,计算机应用. 2004年S1期。

会议论文

  1. Minguang Xiao and Cong Liu*. Semantic Relation Classification via Hierarchical Recurrent Neural Network with Attention. In Proceedings of International Conference on Computational Linguistics (COLING), 2016.
  2. Jie Shen and Cong Liu*. Improved Word Embeddings with Implicit Structure Information. In Proceedings of International Conference on Computational Linguistics (COLING), 2016.
  3. Yao Zhou, Cong Liu*, and Yan Pan. Modelling Sentence Pairs with Tree-structured Attentive Encoder. In Proceedings of International Conference on Computational Linguistics (COLING), 2016.
  4. Mingjun Xiao, Jie Wu, Liusheng Huang, Yunsheng Wang, and Cong Liu. Multi-Task Assignment for CrowdSensing in Mobile Social Networks, In Proceedings of IEEE Conference on Computer Communications (INFOCOM), 2015.
  5. Yuxing He, Cong Liu, Yan Pan, Jun Zhang, Jie Wu, Yaxiong Zhao, Shuhui Yang, and Mingming Lu. A Localized Efficient Forwarding Algorithm in Large-scale Delay Tolerant Networks. In  Proceedings of IEEE Annual International Workshop on Mission-Oriented Wireless Sensor Networking (MiSeNet), 2014.
  6. Lin Chen, Kaigui Bian, Lin Chen, Cong Liu Jung-Min Park, and Xiaoming Li. A Group-theoretic Framework for Rendezvous in Heterogeneous Cognitive Radio Networks. In Proceedings of ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2014.
  7. Cong Liu, Yan Pan, Ai Chen, Kaigui Bian, and Jie Wu. Scalable Opportunistic Forwarding Algorithms in Delay Tolerant Networks using Similarity Hashing. In Proceedings of IEEE International Conference of Sensing, Communication, and Networking (SECON), 2014.
  8. Cong Liu, Yan Pan, Jun Zhang, Mingjun Xiao, Ai Chen, and Jie Wu. A Utility-based Multi-copy Forwarding Algorithm in Delay Tolerant Networks. In Proceedings of the International Conference of Computer Communications and Networks (ICCCN), 2014.
  9. Rongkai Xia, Yan Pan, Hanjiang Lai, Cong Liu, and Shuicheng Yan. Supervised Hashing for Image Retrieval via Image Representation Learning. In Proceedings of AAAI Conference on Artificial Intelligence (AAAI), 2014.
  10. Xiao Chen, Chengyin Liu and Cong Liu. Efficient Routing Algorithms Combining History and Social Predictors in Mobile Social Networks. In Proceedings of IEEE International Symposium on Parallel and Distributed Processing withApplications (ISPA), 2014.
  11. Mingjun Xiao, Jie Wu, Cong Liu, Liusheng Huang. TOUR: Time-sensitive Opportunistic Utility-based Routing in Delay Tolerant Networks, In Proceedings of IEEE Conference on Computer Communications (INFOCOM), 2013.
  12. Yaxiong Zhao, Jie Wu, Cong Liu, Mingming Lu. A Hierarchical Naming System for Scalable Content Distribution in Large Networks, IEEE Wireless Communications and Networking Conference (WCNC), 2013.
  13. Yan Pan, Hanjiang Lai, Cong Liu, and Shuicheng Yan. A Divide-and-Conquer Method for Scalable Robust Late Fusion. In Proceedings of IEEE Computer Vision and Pattern Recognition (CVPR), 2013.
  14. Yan Pan, Hanjiang Lai, Cong Liu, Yong Tang and Shuicheng Yan. Rank Aggregation via Low-rank and Structured-sparse Decomposition. In AAAI Conference on Artificial Intelligence (AAAI), 2013.
  15. Huimin Wu, Rong Yu, Cong Liu, Hongbin Chen, and Yue Lai. Distributed location-assisted multiple access scheme for vehicular ad hoc networks, in Proceedings of International Conference on Communications and Networking in China (CHINACOM), 2013.
  16. Xin Guan, Min Chen, Cong Liu, Hongyang Chen, Tomoaki Ohtsuki. Trajectory Optimization of Packet Ferries in Sparse Mobile Social Networks, In Proceedings of the IEEE Global Communication Conference (GLOBECOM), 2011.
  17. Cong Liu, Ai Chen, Di Wu, Jie Wu. A DFA with Extended Character-set for Fast Deep Packet Inspection, In Proceedings of IEEE International Conference on Paralled Processing (ICPP), 2011.
  18. Cong Liu, Jie Wu, Xin Guan, Li Chen. Cooperative File Sharing in Hybrid Delay Tolerant Networks. In Proceedings of Workshop on Wireless Ad hoc and Sensor Networks (WWASN), 2011.
  19. Ai Chen, Zhizhou Li, Ten-Hwang Lai, Cong Liu. One-Way Barrier Coverage with Wireless Sensors, In Proceedings of IEEE Conference on Computer Communications (INFOCOM), Mini-Conference, 2011.
  20. Xin Guan, Cong Liu, Min Chen, Hongyang Chen, Tomoaki Ohtsuki. Internal Threats Avoiding based Forwarding Protocol in Social Selfish Delay Tolerant Networks, In Proceedings of IEEE International Conference on Communications (ICC), 2011.
  21. Dianjie Lu, Xiaoxia Huang, Cong Liu, and Jianping Fan. Adaptive Power Control Based Spectrum Handover for Cognitive Radio Networks. In Proceedings of IEEE Wireless Communications and networking Conference (WCNC), 2010.
  22. Cong Liu and Jie Wu. An Optimal Probabilistic Forwarding Protocol in Delay Tolerant Networks. In Proceedings of ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2009.
  23. Cong Liu and Jie Wu. Efficient Geometric Routing in Three Dimensional Ad Hoc Networks. In Proceedings of IEEE Conference on Computer Communications (INFOCOM), Mini-Conference, 2009.
  24. Cong Liu, Jie Wu, and Ionut Cardei. Message Forwarding in Cyclic MobiSpace: the Multi-copy Case. In Proceedings of IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), 2009.
  25. Cong Liu and Jie Wu. Efficient Adaptive Routing in Delay Tolerant Networks. In Proceedings of IEEE International Conference on Communications (ICC), 2009.
  26. Cong Liu and Jie Wu. Routing in a Cyclic MobiSpace. In Proceedings of ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2008
  27. Cong Liu and Jie Wu. Adaptive Routing in Dynamic Ad Hoc Networks. In Proceedings of IEEE Wireless Communications and Networking Conference (WCNC), 2008.
  28. Ionut Cardei, Cong Liu, Jie Wu, and Quan Yuan. DTN Routing with Probabilistic Trajectory Prediction. In Proceedings of International Conference on Wireless Algorithms, Systems and Applications (WASA), 2008.
  29. Cong Liu and Jie Wu. Scalable Routing in Delay Tolerant Networks. In Proceedings of ACM International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), 2007.
  30. Cong Liu and Jie Wu. Destination-Region-Based Local Minimum Aware Geometric Routing. In Proceedings of IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS), 2007.
  31. Cong Liu and Jie Wu. Position-based Routing using Virtual Small World in MANETs. In Proceedings of the IEEE Global Communication Conference (GLOBECOM), 2006.
  32. Cong Liu and Jie Wu. SWING: Small World Iterative Navigation Greedy Routing Protocol in MANETs. In Proceedings of the International Conference on Computer Communication and Networks (ICCCN), 2006.
  33. Cong Liu, Wei Huang, and Zhiguo Zhang. Performance Analysis of Virtual Time Optimistic Transaction Processing. In Proceedings of Advanced Workshop on Content Computing (AWCC), 2004, Springer LNCS, 3309, 104-111.
  34. 刘聪,张治国,叶昂越,骆伟祺。虚时间乐观事务处理,年全国理论计算机科学学术年会,2004。
  35. Cong Liu, Wei Huang, Zhiguo Zhang, and Gang Zhang. An Efficient Transaction Processing with Periodical Update and Predeclaration. In Proceedings of International Symposium on Communication and Information (ISCI), 2004, 412-416.
  36. Wei Huang, Cong Liu, and Xiaoping Ye. A Research on Knowledge Reduction of Information Systems Based On Sub-consciousness. In Proceedings of International Conference on Intelligent Information Processing (ICIIP), 2004, Springer, 185-189.
  37. Wei Huang, Cong Liu, and Gang Zhang. Information System Based on Sub-consciousness and Its Rough Set Method, In Proceedings of International Conference on Machine Learning And Cybernetics (ICMLC), 2004, Vol. 4, 2328-2332.