Tyler Derr - Publications

Wei Jin, Tyler Derr, Yiqi Wang, Yao Ma, Zitao Liu, Jiliang Tang.
Node Similarity Preserving Graph Convolutional Networks.
In Proceedings of the 14th ACM International Conference on Web Search and Data Mining (WSDM)/, Jerusalem, Israel, March 8-12, 2021.

Wenqi Fan, Tyler Derr, Xiangyu Zhao,Yao Ma,Hui Liu, Jianping Wang, Jiliang Tang, Qing Li.
CopyAttack: Attacking Black-box Recommendations via Copying Cross-domain User Profiles.
In Proceedings of the IEEE 37th International Conference on Data Engineering (ICDE), Chania, Greece, April 19-22, 2021.

Hamid Karimi, Kaitlin T. Torphy, Tyler Derr, Kenneth A. Frank, and Jiliang Tang.
Understanding and Promoting Teacher Connections in Online Social Media: A Case Study on Pinterest.
In Proceedings of the IEEE International Conference on Teaching, Assessment, and Learning for Engineering (TALE), Takamatsu, Japan, December 8-11, 2020.
Preprint coming soon!

Yu Rong, Tingyang Xu, Junzhou Huang, Wenbing Huang, Hong Cheng, Yao Ma, Yiqi Wang, Tyler Derr, Lingfei Wu, Tengfei Ma.
Deep Graph Learning: Foundations, Advances and Applications.
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD), San Diego, USA, August 22-27, 2020.
[Tutorial site link][Local copy pdf ]

Wentao Wang, Tyler Derr, Yao Ma, Suhang Wang, Hui Liu, Zitao Liu, and Jiliang Tang.
Learning from Incomplete Labeled Data via Adversarial Data Generation.
In Proceedings of the 18th International Conference on Data Mining (ICDM), Sorrento, Italy, November 17-20, 2020.
Preprint coming soon!

Tyler Derr, Hamid Karimi (co-first authors), Jiangtao Huang, and Jiliang Tang.
Online Academic Course Performance Prediction using Relational Graph Convolutional Neural Network.
In Proceedings of 13th International Conference on Educational Data Mining (EDM), Ifrane, Morocco, July 10-13, 2020.
[Local copy pdf]

Hamid Karimi, Kaitlin T. Torphy, Tyler Derr, Kenneth A. Frank, and Jiliang Tang.
Characterizing Teacher Connections in Online Social Media: A Case Study on Pinterest.
(Work-in-Progress) In Proceedings of the 7th Learning@ Scale (L@S), Atlanta, USA, August 12-14, 2020.
Preprint coming soon!

Hamid Karimi, Tyler Derr, Kaitlin T. Torphy, Kenneth A. Frank, and Jiliang Tang.
Towards Improving Sample Representativeness of Teachers on Online Social Media: A Case Study on Pinterest.
In Proceedings of the 21st International Conference on Artificial Intelligence in Education (AIED), Ifran, Morocco, July 6-10, 2020.
Preprint coming soon!

Tyler Derr, Zhiwei Wang, Jamell Dacon, and Jiliang Tang.
Link and Interaction Polarity Predictions in Signed Networks.
Social Network Analysis and Mining. 10(18). 2020.
[Springer pdf] [Local copy pdf]
Code coming soon!

Amin Javari, Tyler Derr, Pouya Esmalian, Jiliang Tang, and Kevin Chen-Chuan Chang.
ROSE: Role-based Signed Network Embedding.
In Proceedings of the 29th International Conference on The World Wide Web (WWW), Taipei, Taiwan, April 20-24, 2020.
[Local copy pdf]

Hamid Karimi, Jiangtao Huang (co-first author), Tyler Derr.
A Deep Model for Predicting Online Course Performance.
Workshop on Artificial Intelligence for Education (AI4EDU) at the 34th AAAI Conference on Artificial Intelligence (AAAI), New York, USA, February 7-12, 2020.
[Local copy pdf]

Tyler Derr, Yao Ma, Wenqi Fan, Xiarui Liu, Charu Aggarwal, and Jiliang Tang.
Epidemic Graph Convolutional Network.
In Proceedings of the 13th ACM International Conference on Web Search and Data Mining (WSDM)/, Houston, USA, February 3-7, 2020.
[ACM pdf] [Local copy pdf] [Code repo]

Tyler Derr.
Network Analysis with Negative Links.
In Proceedings of the 13th ACM International Conference on Web Search and Data Mining (WSDM)/, Houston, USA, February 3-7, 2020.
[ACM pdf] [Local copy pdf]
[Dataset repository]

Tyler Derr, Cassidy Johnson, Yi Chang, and Jiliang Tang.
Balance in Signed Bipartite Networks.
In Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM), Beijing, China, November 3-7, 2019.
[Local copy pdf] [Code repo]

Tyler Derr, Hamid Karimi (co-first authors), Aaron Brookhouse, and Jiliang Tang.
Multi-Factor Congressional Vote Prediction.
In Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Vancouver, Canada, August 27-30, 2019.
[Local copy pdf]
Code coming soon!

Wenqi Fan, Tyler Derr, Yao Ma, Qing Li, Jiliang Tang, and Jianping Wang.
Deep Adversarial Social Recommendation.
In Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI), Macao, China, August 10-16, 2019.
[Local copy pdf]

Hamid Karimi, Tyler Derr, Kaitlin T. Torphy, Kenneth A. Frank, and Jiliang Tang.
A Roadmap for Incorporating Online Social Media in Educational Research.
In Teachers College Record Volume 121 Number 14, 2019. [TCR pdf]

Tyler Derr, Yao Ma, and Jiliang Tang.
Signed Graph Convolutional Networks.
In Proceedings of the 18th International Conference on Data Mining (ICDM), Singapore, November 17-20, 2018.
[IEEE pdf] [Local copy pdf] [Extended version pdf] [code] [3rd party code]

Tyler Derr and Jiliang Tang.
Congresional Vote Analysis Using Signed Networks.
In Proceedings of the 18th International Conference on Data Mining Workshops (ICDMW), Singapore, November 17-20, 2018.
[IEEE pdf] [Local copy pdf].

Tyler Derr, Charu Aggarwal, and Jiliang Tang.
Signed Network Modeling Based on Structural Balance Theory.
In Proceedings of the 27th ACM International Conference on Information and Knowledge Management (CIKM), Turin, Italy, October 22-26, 2018.
[ACM pdf] [Arxiv pdf]

Tyler Derr, Zhiwei Wang, and Jiliang Tang.
Opinions Power Opinions: Joint Link and Interaction Polarity Predictions in Signed Networks.
In Proceedings of the 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Barcelona, Spain, August 28-31, 2018.
[IEEE pdf] [Local copy (Coming Soon)]

Tyler Derr, Chenxing Wang, Suhang Wang, and Jiliang Tang.
Relevance Measurements in Online Signed Social Networks.
KDD 14th International Workshop on Mining and Learning with Graphs (MLG), London, United Kingdom, August 20, 2018. [pdf]

Zhiwei Wang, Tyler Derr, Dawei Yin, and Jiliang Tang.
Understanding and Predicting Weight Loss with Mobile Social Networking Data.
Proceedings of the 26th ACM International Conference on Information and Knowledge Management (CIKM), 2017. [ACM pdf] [Local copy pdf]

Preprints and Submissions

Tyler Derr, Aaron Brookhouse (co-first author), Hamid Karimi (co-first author), H. Russell Bernard, and Jiliang Tang.
(co-first author) Road to the White House: Analyzing the Relations Between Mainstream and Social Media During the U.S. Presidential Primaries.
[pdf]

Wei Jin, Tyler Derr, Haochen Liu, Yiqi Wang, Suhang Wang, Zitao Liu, and Jiliang Tang.
Self-supervised Learning on Graphs: Deep Insights and New Directions.
[pdf]

Wenqi Fan, Tyler Derr, Xiangyu Zhao, Yao Ma, Hui Liu, Jianping Wang, Jiliang Tang, and Qing Li.
Attacking Black-box Recommendations via Copying Cross-domain User Profiles.
[pdf]

Tyler Derr, Yi Chang, Charu Aggarwal, and Jiliang Tang.
Deep Centrality Measurement for Signed Networks.

Hamid Karimi, Tyler Derr, Jiliang Tang.
Explaining the Behavior of Deep Neural Networks Through the Lens of Decision Boundary.

Yao Ma, Suhang Wang, Tyler Derr, Lingfei Wu, and Jiliang Tang.
Attacking Graph Convolutional Networks via Rewiring.
[pdf]

Haochen Liu, Zhiwei Wang, Tyler Derr, Zitao Liu, and Jiliang Tang.
Chat as Expected: Manipulating Black-box Neural Dialogue Models.
[pdf]

Jamell Dacon, Tyler Derr, and Jiliang Tang.
Cross-Domain Recommender System: A Survey on Online Platforms and New Perspectives

Jiangtao Huang, Tyler Derr, Hamid Karimi, and Jiliang Tang.
A Survey of Computational Methods in Massive Open Online Courses.

Tyler Derr, Hamid Karimi, Xiaorui Liu, Jiejun Xu, and Jiliang Tang.
Deep Adversarial Network Alignment.
[pdf ]

Wenqi Fan, Yao Ma, Tyler Derr, Jianping Wang, Yulong Gu, Shuaiqiang Wang, Dawei Yin, Jiliang Tang, and Qing Li.
Zero-shot Recommendations with Knowledge Graph.

Haochen Liu, Tyler Derr, Zitao Liu, and Jiliang Tang.
Say What I Want: Towards the Dark Side of Neural Dialogue Models.
[pdf]

Hamid Karimi, Tyler Derr, and Jiliang Tang.
Characterizing the Decision Boundary of Deep Neural Networks.
[pdf]

Wenqi Fan, Tyler Derr, Yao Ma, Jianping Wang, Jiliang Tang, and Qing Li.
Deep Customer-to-Customer Recommendations.