個人簡歷:
曾任瑞士弗里堡大學訪問學者、英國帝國理工學院高級訪問學者。曾任國家242信息安全專項計畫管理專家、中國中文信息學會理事、信息檢索與內容安全專委會副主任等。《Journal of Computing Science and Technology》、《計算機學報》、《計算機研究與發展》、《中文信息學報》等雜誌編委， 曾任WWW、ACM CIKM、ACM SIGIR、EMNLP等國際會議程式委員，曾任IEEE TPDS、 IEEE TKDE、IEEE TC等國際期刊審稿人。目前主要研究方向為網際網路搜尋與挖掘、網路科學與社會計算、網路與信息安全等。
作為中科院計算所網際網路高性能軟體與算法理論、網路搜尋、網路信息安全方向的團隊負責人和學科帶頭人，帶領團隊從事國家網路空間安全保障、網際網路高性能軟體以及網路搜尋與挖掘基礎理論與算法的研究以及相關套用系統的研發，先後主持並完成了十多項國家信息安全重大專項、國家重大基礎研究計畫（973）、國家高技術研究計畫（863）以及中國科學院知識創新工程等重大任務。在網路空間信息內容安全保障系統、網際網路高性能軟體、網路搜尋與挖掘基礎理論等方面取得了一系列創新性成果。主編學術專著兩部，在WWW、ACM SIGIR、ACM CIKM、PKDD、Web Intelligence、ANSS、IEEE NCA、PDPTA等著名國際學術會議和Physical Review E., Journal of Statistical Mechanics - Theory and Experiment, New Journal of Physics, Expert Syst. Appl, Journal of IET Communications, JCST, Physica A等學術期刊發表學術論文百餘篇，獲得軟體著作權和專利十多項。
曾獲“中創軟體”人才獎，“茅以升北京青年科技”獎，國家科技進步二等獎，中科院科技進步二等獎，中國科學院優秀青年學者獎，國家科技攻關先進個人，中國科學院研究生院優秀教師，中國科學院計算技術研究所所長獎教金，中國科學院優秀博士論文等諸多獎勵和榮譽。
獲獎及榮譽
2000年 中國科學院優秀青年學者獎；
2001年 國家重點科技攻關計畫先進個人獎；
2001年中科院科技進步二等獎；
2002年 國家科學技術進步一等獎；
2004年 國家科學技術進步二等獎；
2006年 中國科學院研究生院優秀教師；
2007年 中國科學院優秀博士學位論文獎；
2008年 第十一屆“茅以升”青年科技獎；
2008年 “中創軟體”人才獎；
2010年中國計算機學會（CCF）青年科學家獎；
2010年錢偉長中文信息處理科學技術獎；
2010年中國科學院計算技術研究所優秀管理幹部；
2011年 首屆中國科學院青年科學家獎；
2011年國務院政府特殊津貼；
研究方向
網路科學與社會計算、網際網路搜尋與挖掘、網路信息安全、分散式系統與大型仿真平台
社會任職
[1] 中國計算機學會大數據專家委員會，秘書長（2012至今）
[2] 中國中文信息學會信息檢索與內容安全專委會，常務副主任（2004年至今）
[3] 中國中文信息學會社會媒體處理專業委員會（籌），副主任（2013年至今）
[4] 香山科學會議共同執行主席，“網路數據科學與工程學科發展問題”
[5] 國家信息安全專項計畫（242）專家組管理專家（2005.05至今）
[6] 《Journal of Computer Science and Technology》、《計算機學報》、《計算機研究與發展》、《中文信息學報》等雜誌編委
[7] 擔任10餘個國際學術會議的程式委員會委員或資深委員
[8] 擔任10餘個國際學術刊物審稿人
代表論著
2013年
[1] Xueqi Cheng, Pan Du, Jiafeng Guo, Xiaofei Zhu and Yixin Chen. Ranking on Data Manifold with Sink Points
[2] Peng Bao, Huawei Shen, Wei Chen and Xueqi Cheng. Cumulative Effect in Information Diffusion: Empirical Study on a Microblogging Network
[3] Lejun Fan, Yuanzhuo Wang, Xiaolong Jin, Jingyuan Li, Xueqi Cheng and Shuyuan Jin. Comprehensive Quantitative Analysis on Privacy Leak Behavior
[4] Zheng Lin, Songbo Tan, Yue Liu, Xueqi Cheng and Xueke Xu. Cross-Language Opinion Lexicon Extraction Using Mutual-Reinforcement Label Propagation
[5] Yuanzhuo Wang, Jingyuan Li, Kun Meng, Chuang Lin and Xueqi Cheng. Modeling and security analysis of enterprise network using attack-defense stochastic game Petri nets
[6] Wei Chen, Xueqi Cheng, Zhiming Zheng, Ning Ning Chung, Raissa M. D’Souza and Jan Nagler. Unstable supercritical discontinuous percolation transitions
[7] Wei Chen, Jan Nagler, Xueqi Cheng, Xiaolong Jin, Huawei Shen, Zhiming Zheng and Raissa M. Phase transitions in supercritical explosive percolation D’Souza
[8] Xiaohui Yan, Jiafeng Guo, Yanyan Lan and Xueqi Cheng. A Biterm Topic Model for Short Texts
[9] Yadong Zhu, Yanyan Lan, Jiafeng Guo, Pan Du and Xueqi Cheng. A Novel Relational Learning-to-Rank Approach for Topic-Focused Multi-document Summarization
[10] Suqi Cheng, Huawei Shen, Junming Huang, Guoqing Zhang and Xueqi Cheng. StaticGreedy: solving the scalability-accuracy dilemma in influence maximization
[11] Shenghua Liu, Fuxin Li, Fangtao Li, Xueqi Cheng and Huawei Shen. Adaptive co-training SVM for sentiment classification on tweets
[12] Yanyan Lan, Shuzi Niu, Jiafeng Guo and Xueqi Cheng. Is top-k sufficient for ranking
[13] Shuzi Niu, Yanyan Lan, Jiafeng Guo and Xueqi Cheng. Stochastic Rank Aggregation
[14] Xiaohui Yan, Jiafeng Guo, Shenghua Liu and Xueqi Cheng. Learning Topics in Short Texts by Non-negative Matrix Factorization on Term Correlation Matrix
[15] Lu Bai, Jiafeng Guo, Yanyan Lan and Xueqi Cheng. Group Sparse Topical Coding: From Code to Topic
[16] Peng Bao, Huawei Shen, Junming Huang and Xueqi Cheng. Popularity prediction in microblogging network: a case study on sina weibo
[17] Shenghua Liu, Wenjun Zhu, Ning Xu, Fangtao Li, Xueqi Cheng, Yue Liu and Yuanzhuo Wang. Co-training and visualizing sentiment evolvement for tweet events
[18] Yantao Jia, Yuanzhuo Wang, Jingyuan Li, Kai Feng, Xueqi Cheng and Jianchen Li
[19] Shengxian Wan, Yanyan Lan, Jiafeng Guo, Chaosheng Fan and Xueqi Cheng
[20] Chaosheng Fan, Yanyan Lan, Jiafeng Guo, Zuoquan Lin and Xueqi Cheng. Collaborative factorization for recommender systems
2012年
[21] Xiaoqian Sun, Huawei Shen, Xueqi Cheng and Zhaoyang Wang. Degree strength correlation reveals anomalous trading behavior
[22] Tieying Zhang, Xueqi Cheng, Jianming Lv, Zhenhua Li and Wiesong Shi. Providing Hierarchical Lookup Service for P2P-VoD Systems, ACM Transactions on Multimedia Computing, Communications and Applications
[23] Fu-Xin Ren, Hua-Wei Shen, Xue-Qi Cheng. Modeling the clustering in citation networks
[24] Yuanzhuo Wang, Jingyuan Li, Kun Meng, Chuang Li and Xueqi Cheng. Modeling and Security Analysis of Network Using Attack-defence Stochastic Game Net
[25] Lejun Fan, Yuanzhuo Wang, Xueqi Cheng, Jinming Li and Shuyuan Jin. Privacy Theft Malware Multi-Process Collaboration Analysi
[26] Yanyan Lan, Jiafeng Guo, Xueqi Cheng and Tie-yan Liu. Statistical Consistency of Ranking Methods in A Rank-Differentiable Probability Space. Proceedings of Neural Information Processing Systems 2012, Lake Tahoe, Nevada
[27] Shuzi Niu, Jiafeng Guo, Yanyan Lan and Xueqi Cheng. Top-k learning to rank: labeling, ranking and evaluation. Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
[28] Junming Huang, Xueqi Cheng, Huawei Shen, Tao Zhou and Xiaoling Jin. Exploring social influence via posterior effect of word-of-mouth recommendations. In Proceedings of the 5th ACM International Conference on Web Search and Data Mining (WSDM 2012)
[29] Xueke Xu, Songbo Tan, Yue Liu, Xueqi Cheng, Zheng Lin and Jiafeng Guo. Find My Opinion Sources in Blogosphere: A Unified Framework for Opinionated Blog Feed Retrieval
[30] Xiaofei Zhu, Jiafeng Guo, Yanyan Lan and Xueqi Cheng. More Than Relevance: High Utility Query Recommendation By Mining Users’ Search Behaviors. Proceedings of The 21th ACM Conference on Information and Knowledge Management
[31] Xiaohui Yan, Jiafeng Guo, Shenghua Liu, Xueqi Cheng and Yanfeng Wang. Clustering Short Text Using Ncut-weighted Non-negative Matrix Factorization
[32] Zheng Lin, Songbo Tan, Xueqi Cheng, Xueke Xu and Weisong Shi. Effective and Efficient? Bilingual Sentiment Lexicon Extraction using Collocation Alignment. CIKM, 2012.
[33] Shuzi Niu, Yanyan Lan, Jiafeng Guo and Xueqi Cheng
[34] Xueke Xu, Songbo Tan, Yue Liu, Xueqi Cheng and Zheng Lin. Towards jointly extracting aspects and aspect-specific sentiment knowledge
[35] Lejun Fan, Yuanzhuo Wang, Xueqi Cheng and Jinming Li. Analyzing Application Private Information Leaks With Privacy Petri Net. in the 17th IEEE Symposium on Computers and Communication (ISCC 2012)
[36] Lejun Fan, Yuanzhuo Wang, Xueqi Cheng and Shuyuan Jin. Privacy Theft Malware Detection with Privacy Petri Net. In the 13th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT)
[37] Yadong Zhu, Yuanhai Xue, Jiafeng Guo, Yanyan Lan, Xueqi Cheng and Xiaoming Yu. Exploring and Exploiting Proximity Statistic for Information Retrieval Model
2011年
[38] Xueqi Cheng, Pan Du, Jiafeng Guo, Xiaofei Zhu and Yixin Chen. Ranking on Data Manifold with Sink Points
[39] Huawei Shen, Xueqi Cheng and Jiafeng Guo, Exploring the structural regularities in networks
[40] Pan Du, Jiafeng Guo and Xueqi Cheng. Update Summarization based on Heat Diffusion Process. Pattern Recognition and Machine Learning
[41] Jiafeng Guo, Xueqi Cheng, Gu Xu and Xiaofei Zhu, Intent-Aware Query Similarity, Proceedings of The 20th ACM Conference on Information and Knowledge Management
[42] Xiaohui Yan, Jiafeng Guo and Xueqi Cheng. Context-Aware query recommendation by learning high-order relationship in query logs
[43] Pan Du, Jiafeng Guo and Xueqi Cheng. Decayed DivRank: Capturing Relevance, Diversity and Prestige in Information Networks. Proceedings of the 34th International ACM SIGIR Conference
[44] Pan Du, Jiafeng Guo and Xueqi Cheng. Supervised Lazy Random Walk for Topic-Focused Multi-document Summarization
[45] Chao He, Xueqi Cheng, Jiafeng Guo and Huawei Shen. Multi-Select Faceted Navigation based on Minimum Description Length Principle
[46] Xiaofei Zhu, Jiafeng Guo, Xueqi Cheng, Pan Du and Huawei Shen. A Unified Framework for Recommending Diverse and Relevant Queries
[47] Zheng Lin, Songbo Tan and Xueqi Cheng. Language-independent sentiment classification using three common words
[48] Xueke Xu, Tao Meng, Xueqi Cheng and Yue Liu. A probabilistic model for opinionated blog feed retrieval
[49] Lu Bai, Jiafeng Guo and Xueqi Cheng. Query Recommendation by Modelling the Query-Flow Graph
[51] Xiangtao Liu, Yang Li, Zhezhong Li and Xueqi Cheng. Social Network Analysis on KAD and Its Application
[52] Tieying Zhang, Zhenhua Li, Huawei Shen, Yan Huang and Xueqi Cheng. A White-Box Empirical Study of P2P-VoD Systems: Several Unconventional New Findings
科研項目
[1] 國家自然科學基金重點項目 線上社會關係網路的挖掘與分析 項目負責人
[2] 國家自然科學基金重點項目 Web搜尋與挖掘的新理論和新方法 課題負責人
[3] 國家自然科學基金面上項目 面向社會信息網路的社區分析研究 項目負責人
[4] 國家自然科學基金委主任項目 基礎研究資源信息平台及智慧型評審系統 項目負責人
[5] 國家973項目 網路大數據計算的基礎理論及其套用研究 課題負責人
[6] 國家973項目 大規模文本內容計算 課題負責人
[7] 國家973項目 文本挖掘與知識檢索 課題負責人
[8] 國家863目標導向課題 大規模網路內容安全控制關鍵技術與示範系統研究 課題負責人
