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学术论文

发表论文和著作情况

2018年论文:

  1. Ziyu Guan, Fei Xie, Wanqing Zhao, Xiaopeng Wang, Long Chen, Wei Zhao, Jinye Peng. Tag-based Weakly-supervised Hashing for Image Retrieval. Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI,CCF A类), pages 3776-3782, 2018.
  2. Cai Xu, Ziyu Guan*, Wei Zhao, Yunfei Niu, Quan Wang, Zhiheng Wang. Deep Multi-View Concept Learning. Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI,CCF A类), pages 2898-2904, 2018.
  3. Yu Zhu, Junxiong Zhu, Jie Hou, Yongliang Li, Beidou Wang, Ziyu Guan, Deng Cai. A Brand-level Ranking System with the Customized Attention-GRU Model. Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI,CCF A类), 2018.
  4. Pengfei Xu, Lei Wang, Ziyu Guan, Xia Zheng, Xiaojiang Chen, Zhanyong Tang, Dingyu Fang, Xiaoqing Gong, Zheng Wang. Evaluating Brush Movements for Chinese Calligraphy: A Computer Vision Based Approach. Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI,CCF A类), pages 1050-1056, 2018.
  5. Xiaohan Zhao, Bo Zong, Ziyu Guan, Kai Zhang, Wei Zhao. Substructure Assembling Network for Graph Classification. Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI,CCF A类), accepted, 2018.
  6. Wei Zhao, Ziyu Guan*, Long Chen, Xiaofei He, Deng Cai, Beidou Wang, Quan Wang. Weakly-supervised Deep Embedding for Product Review Sentiment Analysis. IEEE Transactions on Knowledge and Data Engineering (TKDE,CCF A类), 2018, 30(1): 185-197.
  7. Wei Zhao, Shulong Tan, Ziyu Guan*, Boxuan Zhang, Maoguo Gong, Zhengwen Cao, Quan Wang. Learning to map social network users by unified manifold alignment on hypergraph. IEEE Transactions on Neural Networks and Learning Systems (SCI一区), online preprint, 2018.

 

期刊论文:

  1. Wei Zhao, Shulong Tan, Ziyu Guan*, Boxuan Zhang, Maoguo Gong, Zhengwen Cao, Quan Wang. Learning to map social network users by unified manifold alignment on hypergraph. IEEE Transactions on Neural Networks and Learning Systems (SCI一区), online preprint, 2018.
  2. Wei Zhao, Ziyu Guan*, Long Chen, Xiaofei He, Deng Cai, Beidou Wang, Quan Wang. Weakly-supervised Deep Embedding for Product Review Sentiment Analysis. IEEE Transactions on Knowledge and Data Engineering (TKDE,CCF A类), 2018, 30(1): 185-197.
  3. Yu Zhu, Ziyu Guan, Shulong Tan, Haifeng Liu, Deng Cai, Xiaofei He. Heterogeneous hypergraph embedding for document recommendation. Neurocomputing, Vol. 216, pages 150-162, 2016.
  4. Wei Zhao, Ziyu Guan, Zhengwen Cao, Zheng Liu. Mining and Harvesting High Quality Topical Resources from the Web. Chinese Journal of Electronics, Vol. 25, No. 1, pages 48-57, 2016.
  5. Wei Zhao, Zheng Liu, Ziyu Guan*, Binbin Lin, Deng Cai. Orthogonal Projective Sparse Coding for Image Representation. Neurocomputing, Vol. 173, pages 270-277, 2016.
  6. Ziyu Guan, Lijun Zhang, Jinye Peng, Jianping Fan. Multi-view Concept Learning for Data Representation. IEEE Transactions on Knowledge and Data Engineering (TKDE,CCF A类), Vol. 27, No. 11, pages 3016-3028, 2015.
  7. Ziyu Guan, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Xifeng Yan. Fine-Grained Knowledge Sharing in Collaborative Environments. IEEE Transactions on Knowledge and Data Engineering (TKDE,CCF A类), Vol. 27, No. 8, pages 2163-2174, 2015.
  8. Wei Zhao, Ziyu Guan*, Zheng Liu. Ranking on heterogeneous manifolds for tag recommendation in social tagging services. Neurocomputing, Vol. 148, pages 521-534, 2015.
  9. Shulong Tan, Yang Li, Huan Sun, Ziyu Guan*, Xifeng Yan, Jiajun Bu, Chun Chen, Xiaofei He. Interpreting the public sentiment variations on twitter. IEEE Transactions on Knowledge and Data Engineering (TKDE,CCF A类), Vol. 26, No. 5, pages 1158-1170, 2014.
  10.  Ziyu Guan, Gengxin Miao, Russell McLoughlin, Xifeng Yan, Deng Cai. Co-Occurrence Based Diffusion for Expert Search on the Web. IEEE Transactions on Knowledge and Data Engineering (TKDE,CCF A类), Vol. 25, No. 5, pages 1001-1014, 2013
  11. Jian Wu, Ziyu Guan, Qing Zhang, Ambuj Singh, Xifeng Yan. Static and Dynamic Structural Correlations in Graphs. IEEE Transactions on Knowledge and Data Engineering (TKDE,CCF A类), Vol. 25, No. 9, pages 2147-2160, 2013.
  12. Longfei Zhang, Ziyu Guan, Alexander Hauptmann. The co-attention model for tiny activity analysis. Neurocomputing, Vol. 105, pages 51-60, 2013.
  13. Can Wang, Xiaofei He, Jiajun Bu, Zhengguang Chen, Chun Chen, Ziyu Guan. Image representation using Laplacian regularized nonnegative tensor factorization. Pattern Recognition, Vol. 44, No. 10, pages 2516-2526, 2011.
  14.  Ziyu Guan, Can Wang, Zhengguang Chen, Jiajun Bu, Chun Chen. E_cient Face Recognition Using Tensor Subspace Regression. Neurocomputing, Vol. 73, No. 13, pages 2744-2753, 2010.
  15. Can Wang, Ziyu Guan, Chun Chen, Jiajun Bu, Junfeng Wang and Huaizhong Lin. On-line Topical Importance Estimation: An e_ective focused crawling algorithm combining link and content analysis. Journal of Zhejiang University, Vol. 10, No. 8, pages 1114-1124, 2009.

 

精选会议论文:

  1. Ziyu Guan, Fei Xie, Wanqing Zhao, Xiaopeng Wang, Long Chen, Wei Zhao, Jinye Peng. Tag-based Weakly-supervised Hashing for Image Retrieval. Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI,CCF A类), pages 3776-3782, 2018.
  2. Cai Xu, Ziyu Guan*, Wei Zhao, Yunfei Niu, Quan Wang, Zhiheng Wang. Deep Multi-View Concept Learning. Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI,CCF A类), pages 2898-2904, 2018.
  3. Yu Zhu, Junxiong Zhu, Jie Hou, Yongliang Li, Beidou Wang, Ziyu Guan, Deng Cai. A Brand-level Ranking System with the Customized Attention-GRU Model. Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI,CCF A类), 2018.
  4. Pengfei Xu, Lei Wang, Ziyu Guan, Xia Zheng, Xiaojiang Chen, Zhanyong Tang, Dingyu Fang, Xiaoqing Gong, Zheng Wang. Evaluating Brush Movements for Chinese Calligraphy: A Computer Vision Based Approach. Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI,CCF A类), pages 1050-1056, 2018.
  5. Xiaohan Zhao, Bo Zong, Ziyu Guan, Kai Zhang, Wei Zhao. Substructure Assembling Network for Graph Classification. Proceedings of the 32nd AAAI Conference on Artificial Intelligence (AAAI,CCF A类), accepted, 2018.
  6. Jie Zhao, Yu Su, Ziyu Guan, Huan Sun. An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective. Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017.
  7. Yu Zhu, Hao Li, Yikang Liao, Beidou Wang, Ziyu Guan, Haifeng Liu, Deng Cai. What to Do Next: Modeling User Behaviors by Time-LSTM. Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI,CCF A类), 2017.
  8. Wanqing Zhao, Ziyu Guan, Hangzai Luo, Jinye Peng, Jianping Fan. Deep Multiple Instance Hashing for Object-based Image Retrieval. Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI,CCF A类), 2017.
  9. Beidou Wang, Martin Ester, Yikang Liao, Jiajun Bu, Yu Zhu, Ziyu Guan, Deng Cai. The Million Domain Challenge: Broadcast Email Prioritization by Cross-domain Recommendation. Proceedings of the 22nd ACM SIGKDD conference on knowledge discovery and data mining (SIGKDD,CCF A类), pages 1895-1904, 2016.
  10. Ziyu Guan, Long Chen, Wei Zhao, Yi Zheng, Shulong Tan, Deng Cai. Weakly-supervised Deep Learning for Customer Review Sentiment Classification. Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI,CCF A类), pages 3719-3725, 2016.
  11. Beidou Wang, Martin Ester, Jiajun Bu, Yu Zhu, Ziyu Guan, Deng Cai. Which to View: Personalized Prioritization for Broadcast Emails. Proceedings of the 25th international conference on World wide web (WWW,CCF A类), pages 1181-1190, 2016.
  12. Shulong Tan, Ziyu Guan, Deng Cai, Xuzhen Qin, Jiajun Bu, Chun Chen. Mapping Users across Networks by Manifold Alignment on Hypergraph. Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence (AAAI,CCF A类), pages 159-165, 2014.
  13. Nan Li, Ziyu Guan, Lijie Ren, Jian Wu, Jiawei Han, Xifeng Yan. gIceberg: Towards Iceberg Analysis in Large Graphs. Proceedings of the 29th IEEE International Conference on Data Engineering (ICDE,CCF A类), pages 1021-1032, 2013.
  14. Gengxin Miao, Ziyu Guan, Louise Moser, Xifeng Yan, Shu Tao, Nikos Anerousis. Latent Association Analysis of Document Pairs. Proceedings of the 18th ACM SIGKDD conference on knowledge discovery and data mining (SIGKDD,CCF A类), pages 1415-1423, 2012.
  15. Ziyu Guan, Xifeng Yan, Lance M. Kaplan. Measuring Two-Event Structural Correlations on Graphs. Proceedings of the 38th international conference on very large databases (VLDB,CCF A类), pages 1400-1411, 2012.
  16. Jiejun Xu, Vishwakarma Singh, Ziyu Guan, B.S. Manjunath. Uni_ed hypergraph for image ranking in a multimodal context. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 2333-2336, 2012.
  17. Ziyu Guan, Jian Wu, Qing Zhang, Ambuj Singh, Xifeng Yan. Assessing and Ranking Structural Correlations in Graphs. Proceedings of the 2011 international conference on management of data (SIGMOD,CCF A类), pages 937-948, 2011.
  18. Arijit Khan, Nan Li, Xifeng Yan, Ziyu Guan, Supriyo Chakraborty, Shu Tao. Neighbor-hood Based Fast Graph Search in Large Networks. Proceedings of the 2011 international conference on management of data (SIGMOD,CCF A类), pages 901-912, 2011.
  19. Ziyu Guan, Can Wang, Kun Yang, Jiajun Bu, Chun Chen, Deng Cai. Document Recommendation in Social Tagging Services. Proceedings of the 19th international conference on World wide web (WWW,CCF A类), pages 391-400, 2010.
  20. Jun Zhao, Jiajun Bu, Chun Chen, Ziyu Guan, Can Wang, Cheng Zhang. Learning a user-thread alignment manifold for thread recommendation in online forum. Proceedings of the 19th ACM international conference on Information and knowledge management (CIKM), pages 559-568, 2010.
  21. Ziyu Guan, Jiajun Bu, Qiaozhu Mei, Chun Chen and Can Wang. Personalized Tag Recommendation Using Graph-based Ranking on Multi-type Interrelated Objects. Proceedings of the 32nd annual international ACM SIGIR conference (SIGIR,CCF A类), pages 540-547, 2009.
  22. JunfengWang, Chun Chen, CanWang, Jian Pei, Jiajun Bu, Ziyu Guan, Wei Vivian Zhang. Can We Learn a Template-Independent Wrapper for News Article Extraction from a Single Training Site? Proceedings of the 15th ACM SIGKDD conference on knowledge discovery and data mining (SIGKDD,CCF A类), pages 1345-1354, 2009.
  23. Can Wang, Junfeng Wang, Chun Chen, Li Lin, Ziyu Guan, Junyan Zhu, Cheng Zhang, Jiajun Bu. Learning to Extract Web News Title in Template Independent Way. Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology (RSKT), pages 192-199, 2009.
  24. Junfeng Wang, Xiaofei He, Can Wang, Jian Pei, Jiajun Bu, Chun Chen, Ziyu Guan, Lu Gang. News Article Extraction with Template-Independent Wrapper. Proceedings of the 18th international conference on World Wide Web (WWW,CCF A类), pages 1085-1086, 2009.
  25. Ziyu Guan, Can Wang, Chun Chen, Jiajun Bu and Junfeng Wang. Guide Focused Crawler Efficiently and Effectively Using On-line Topical Importance Estimation. Proceedings of the 31st annual international ACM SIGIR conference (SIGIR,CCF A类), pages 757-758, 2008.

 

学术论著章节:

1. Ziyu Guan, Xifeng Yan. Measuring Structural Correlations in Graphs, Chapter 2 of Computational Network Theory: Theoretical Foundations and Applications, Wiley VCH, 2015.

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