Jianguo Xiao
Professor
Institute of Computer Science and Technology, Peking University
No.5 Yiheyuan Road, Haidian District, Beijing,
P.R.China 100871
E-mail: xiaojianguo (AT)pku.edu.cn
RESEARCH INTERESTS
Computer Graphics
Image and Video Processing
Web Information Processing and Text Mining
RESUME
Current Positions
● Professor, Institute of Computer Science & Technology , PKU, 1993.08-present
Previous Positions
● Lecturer / Associate Professor, Institute of Computer Science & Technology, PKU, 1987.08-1993.08.
Education
● MSc, 1989, from Department of Computer Science and technology, PKU
● BSc, 1982, from Department of Automation, Dalian Marine College
AWARDS AND HONORS
● Second prize of State Scientific and Technological Advancement, 2009
● The award for Outstanding Achievement from The Printing Technology Association of China, 2009
● The “Guang Hua” award in Engineering Technology from Chinese Academy of Engineering, 2008
● Second prize of State Scientific and Technological Advancement, 2007
● Second prize of State Scientific and Technological Advancement, 2006
● The “Qiu Shi” award for Outstanding Youth from China Association for Science and Technology,2001
● First Prize of the “Sen Ze Xin Fu” award from Print Technology Association of China,1997
● First prize of State Scientific and Technological Advancement, 1995
SELECTED PUBLICATIONS
● Jin-ge Yao, Xiaojun Wan, Jianguo Xiao:Recent advances in document summarization. Knowl. Inf. Syst. 53(2): 297-336 (2017)
● Jiwei Tan, Xiaojun Wan, Jianguo Xiao:Abstractive Document Summarization with a Graph-Based Attentional Neural Model. ACL (1) 2017: 1171-1181
● Jiwei Tan, Xiaojun Wan, Jianguo Xiao:From Neural Sentence Summarization to Headline Generation: A Coarse-to-Fine Approach. IJCAI 2017: 4109-4115
● Chengdong Liu, Zhouhui Lian, Yingmin Tang, Jianguo Xiao:Structure-Aware Image Resizing for Chinese Characters. MMM (1) 2017: 379-390
● Xinjie Zhou, Xiaojun Wan, Jianguo Xiao:CMiner: Opinion Extraction and Summarization for Chinese Microblogs. IEEE Trans. Knowl. Data Eng. 28(7): 1650-1663 (2016)
● Jin-ge Yao, Feifan Fan, Wayne Xin Zhao, Xiaojun Wan, Edward Y. Chang, Jianguo Xiao:Tweet Timeline Generation with Determinantal Point Processes. AAAI 2016: 3080-3086
● Xinjie Zhou, Xiaojun Wan, Jianguo Xiao:Cross-Lingual Sentiment Classification with Bilingual Document Representation Learning. ACL (1) 2016
● Jiwei Tan, Xiaojun Wan, Jianguo Xiao:A Neural Network Approach to Quote Recommendation in Writings. CIKM 2016: 65-74
● Xinjie Zhou, Xiaojun Wan, Jianguo Xiao:Attention-based LSTM Network for Cross-Lingual Sentiment Classification. EMNLP 2016: 247-256
● Zhouhui Lian, Bo Zhao, Jianguo Xiao:Automatic generation of large-scale handwriting fonts via style learning. SIGGRAPH Asia Technical Briefs 2016: 12
● Xinjie Zhou, Xiaojun Wan, Jianguo Xiao:CLOpinionMiner: Opinion Target Extraction in a Cross-Language Scenario. IEEE/ACM Trans. Audio, Speech & Language Processing 23(4): 619-630 (2015)
● Jin-ge Yao, Xiaojun Wan, Jianguo Xiao:Phrase-based Compressive Cross-Language Summarization. EMNLP 2015: 118-127
● Jun Zhang, Zhouhui Lian, Zhenbao Liu, Jianguo Xiao:CEFM – A Heuristic Mesh Segmentation Method based on Convexity Estimation and Fast Marching. GRAPP 2015: 114-121
● Weikang Song, Zhouhui Lian, Yingmin Tang, Jianguo Xiao:Content-independent font recognition on a single Chinese character using sparse representation. ICDAR 2015: 376-380
● Jin-ge Yao, Xiaojun Wan, Jianguo Xiao:Compressive Document Summarization via Sparse Optimization. IJCAI 2015: 1376-1382
● Rongju Sun, Zhouhui Lian, Yingmin Tang, Jianguo Xiao:Aesthetic Visual Quality Evaluation of Chinese Handwritings. IJCAI 2015: 2510-2516
● Wenyan Dong, Zhouhui Lian, Yingmin Tang, Jianguo Xiao:Text Detection in Natural Images Using Localized Stroke Width Transform. MMM (1) 2015: 49-58
● Jiwei Tan, Xiaojun Wan, Jianguo Xiao:Joint Matrix Factorization and Manifold-Ranking for Topic-Focused Multi-Document Summarization. SIGIR 2015: 987-990
● Changling Zhou, Jianguo Xiao, Jian Cui, Bei Zhang, Feng Li:Approximate Discovery of Service Nodes by Duplicate Detection in Flows. CoRR abs/1503.04277 (2015)
● Xiaojiang Huang, Xiaojun Wan, Jianguo Xiao:Learning to Mine Chinese Coordinate Terms Using the Web. CoRR abs/1507.02145 (2015)
● Xinjie Zhou, Xiaojun Wan, Jianguo Xiao: Representation Learning for Aspect Category Detection in Online Reviews. In AAAI, Austin, TX, USA, January 25-30,2015. (Full Oral Paper)
● Jiwei Tan, Xiaojun Wan, Jianguo Xiao: Learning to Recommend Quotes for Writing. In AAAI, Austin, TX, USA, January 25-30,2015. (Full Oral Paper)
● Wenxuan Xie, Yuxin Peng, and Jianguo Xiao, Weakly-Supervised Image Parsing via Constructing Semantic Graphs and Hypergraphs, ACM Multimedia Conference (ACM-MM), pp. 277-286, Orlando, Florida, USA, November 3-7, 2014. (Full paper)(EI)
● Wenxuan Xie, Zhiwu Lu, Yuxin Peng, and Jianguo Xiao, Graph-based Multimodal Semi-supervised Image Classification, Neurocomputing, Vol. 138, pp. 167-179, August 2014. (SCI, EI, IF_2014=2.005)
● Wenxuan Xie, Yuxin Peng, and Jianguo Xiao, Cross-View Feature Learning for Scalable Social Image Analysis, AAAI, pp. 201-207, Quebec City, Quebec, Canada, July 27-31, 2014. (EI)
● Wenxuan Xie, Yuxin Peng, and Jianguo Xiao, Semantic Graph Construction for Weakly-Supervised Image Parsing, AAAI, pp. 2853-2859, Quebec City, Quebec, Canada, July 27-31, 2014. (EI)
● Xiaohua Zhai, Yuxin Peng, and Jianguo Xiao, Learning Cross-Media Joint Representation with Sparse and Semisupervised Regularization, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Vol. 24, No. 6, pp. 965 – 978 , June 2014. (SCI, EI, IF_2014=2.259)
● Jiwei Tan, Xiaojun Wan, Jianguo Xiao，Learning to Order Natural Language Texts，The 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013)，Aug.4-9, 2013, Sofia, Bulgaria
● Xinjie Zhou, Xiaojun Wan, Jianguo Xiao，Collective Opinion Target Extraction in Chinese Microblogs，The 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP2013)，Oct.18-21, 2013, Seattle, Washington, USA
● Xiaohua Zhai, Yuxin Peng, Jianguo Xiao，Heterogeneous Metric Learning with Joint Graph Regularization for Cross-Media Retrieval，AAAI Conference on Artificial Intelligence(AAAI)，Jul.14-18, 2013, Bellevue, Washington, USA
● Jian Yi, Yuxin Peng, Jianguo Xiao，Exploiting Semantic and Visual Context for Effective Video Annotation，IEEE Transactions on Multimedia
● Xinjie Zhou, Xiaojun Wan, Jianguo Xiao Cross-Language Opinion Target Extraction in Review Texts The 2012 The IEEE International Conference on Data Mining (ICDM2012) Dec. 10 -13, 2012. Brussels, Belgium，P1200-1205
● Zhouhui Lian, Afzal Godil, Jianguo Xiao Feature-preserved 3D Canonical Form International Journal of Computer Vision (IJCV) “2012,DOI: 10.1007/s11263-012-0548-1”
● Xiaojuan Wan,Houping Jia, Shanshan Huang, Jianguo Xiao Summarizing the Differences in Multilingual News The 34th Annual International ACM SIGIR Conference (SIGIR2011) Jul.24-28, 2011.Beijing, China. P735-744
● Xiaojiang Huang, Xiaojun Wan, Jianguo Xiao Comparative News Summarization Using Linear Programming The 49th Annual Meeting of the Association for Computational Linguistics (ACL2011) Jun. 19-24, 2011. Portland, Oregon, USA,. P648-653
● Xiaojun Wan, Huiying Li, Jianguo Xiao, “EUSUM: Extracting Easy-to-Understand English Summaries for Non-Native Readers”. In SIGIR2010.
● Xiaojun Wan, Huiying Li, Jianguo Xiao, “Cross-Language Document Summarization Based on Machine Translation Quality Prediction”. In ACL2010.
● Xiaojun Wan, Jianguo Xiao, “Exploiting Neighborhood Knowledge for Single Document Summarization and Keyphrase Extraction”. ACM Trans. Inf. Syst. 28(2): (2010)
● Yuxin Peng, Jianguo Xiao, “Story-Based Retrieval by Learning and Measuring the Concept-Based and Content-Based Similarity”. MMM 2010: 370-378
● Yuxin Peng, Zhiwu Lu, Jianguo Xiao, “Semantic Concept AnnotationBased on audio PLSA Model”. ACM Multimedia 2009: 841-844
● Jian Yi, Yuxin Peng, Jianguo Xiao, “Using Multiple Frame Integration for the Text Recognition of Video”. ICDAR 2009: 71-75
● Yuxin Peng, Zhiguo Yang, Jianguo Xiao, “Audio Retrieval by Segment-based Manifold-ranking”. ICME 2009: 686-689
● Xiaojun Wan, Jianguo Xiao, “Graph-Based Multi-Modality Learning for Topic-Focused Multi-Document Summarization”. IJCAI 2009: 1586-1591
● Xiaojun Wan, Jianguo Xiao, “Towards a Novel Association Measure via Web Search Results Mining”. PAKDD 2009: 804-812
● Xiaojiang Huang, Xiaojun Wan, Jianwu Yang, Jianguo Xiao, “Learning to Identify Comparative Sentences in Chinese Text. PRICAI 2008: 187-198
● Xiaojun Wan, Jianwu Yang and Jianguo Xiao, “Towards a Unified Approach to Document Similarity Search Using Manifold-Ranking of Blocks”, Information Processing & Management（IPM）, 44(3):1032-1048, May 2008.
● Xiaojun Wan, Jianguo Xiao and Jianwu Yang, “CollabRank: Towards a Collaborative Approach to Single-Document Keyphrase Extraction”, In Proceedings of COLING2008, Manchester, August 18-22, 2008.
● Xiaojun Wan and Jianguo Xiao, “Single Document Keyphrase Extraction Using Neighborhood Knowledge”. In Proceedings of AAAI 2008, Chicago, Illinois, July 13-17, 2008.
● Zhiwu Lu, Yuxin Peng, and Jianguo Xiao, “Unsupervised Learning of Finite Mixtures Using Entropy Regularization and Its Application to Image Segmentation”, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR2008), Alaska, USA, June 24-26, 2008.
● Zhiwu Lu, Yuxin Peng, and Jianguo Xiao, “From Comparing Clusterings to Combining Clusterings”, International Conference of the American Association for Artificial Intelligence( AAAI2008), Chicago, Illinois, USA, July 13—17, 2008.
● Jian Yi, Yuxin Peng , and Jianguo Xiao, “Color-based Text Extraction for the Image”, Pacific-Rim Conference on Multimedia(PCM2007), HongKong, December 11-14, 2007