Yizhou Sun

Conference Tutorials

• Yizhou Sun, "Representation Learning on Knowledge Graphs: From Shallow Embedding to Graph Neural Networks," (CCKS'20), Nov. 2020.
• Yizhou Sun, "A Gentle Tutorial on Graph Neural Networks and Its Application to Programming Language," MAPL 2020 with PLDI 2020 (MAPL'20), July 2020.
• Yizhou Sun, Xiang Ren, and Hongzhi Yin, "Context-Rich Recommendation: Integrating Links, Text, and Spatio-Temporal Dimensions," Proc. of 2017 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'17), Halifax, Nova Scotia, Canada, Aug. 2017.
• Yizhou Sun, Hongzhi Yin, and Xiang Ren, "Recommendation in Context-Rich Environment: An Information Network Analysis Approach," Proc. of 26th International World Wide Web Conference (WWW'17), Perth, Australia, April, 2017.
• Jiawei Han, Heng Ji, and Yizhou Sun, "Successful Data Mining Methods for NLP," Proc. of 53rd Annual Meeting of the Association for Computational Linguistics (ACL'15), Beijing, China, Jul. 2015. [slides]
• Yizhou Sun, Jiawei Han, Xifeng Yan, and Philip S. Yu, "Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach", Proc. 2012 Int. Conf. on Very Large Data Bases (VLDB'12/PVLDB), Istanbul, Turkey, Aug. 2012. [pdf][slides]
• Yizhou Sun, Jiawei Han, Xifeng Yan, and Philip S. Yu, "On the Power of Heterogeneous Information Networks,'' ASONAM'12, Istanbul, Turkey, Aug. 2012. [slides]
• Jiawei Han, Yizhou Sun, Xifeng Yan, Philip S. Yu, "Mining Knowledge from Data: An Information Network Analysis Approach", 2012 IEEE Int. Conf. on Data Engineering (ICDE'12), Arlington, VA, Apr. 2012. [pdf] [slides]
• Jiawei Han, Yizhou Sun, Xifeng Yan, and Philip S. Yu, "Mining Heterogeneous Information Networks", 2010 ACM SIGKDD Conf. on Knowledge Discovery and Data Mining (KDD'10), Washington, D.C., July 2010. [slides]
• Jiawei Han, Yizhou Sun, Xifeng Yan, and Philip S. Yu, "Mining Knowledge from Databases: An Information Network Analysis Approac", 2010 ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'10), Indianapolis, Indiana, June 2010. [pdf] [slides]