Teaching

Spring 2022,  CS 5824: Advanced Machine Learning.

Spring 2023, CS 6804: Machine Learning on Graphs.

Fall 2023, CS 4824: Machine Learning.

Spring 2024, CS 5806: Advanced Machine Learning.

[Tutorial - IJCAI 2020] Dawei Zhou, Lecheng Zheng, Jingrui He. Exploring Rare Categories on Graphs: Representation, Inference, and Generalization, the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence, January 2021, Online.[Website]

[Tutorial - KDD 2019] Dawei Zhou, Jingrui He. Rare Category Exploration, Exposition, Representation and Interpretation, ACM SIGKDD Conference on Knowledge Discovery and Data Mining, August 2019, Anchorage, U.S.[Website]

[Tutorial - SDM 2019] Dawei Zhou, Jingrui He. Rare Category Analysis: Detection, Characterization and Tracking, SAIM International Conference on Data Mining, May 2019, Calgary, Canada.[Website]

[Tutorial - BigData 2018] Dawei Zhou, Jingrui He. Complex Rare Category Analysis, IEEE International Conference on Big Data, December 2018, Seattle, US.[Website]

[Keynote - DGLMA 2019] Dawei Zhou. Graph-based Rare Category Analysis: Exploration, Exploitation, and Interpretation. Keynote at DGLMA'19 Workshop, Los Angeles. [Slides]