Tyler Derr

2026

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Introduction to the Special Issue on Transformers.
Feng Xia|Tyler Derr|Anh Tuan Luu|Richa Singh|Aline Villavicencio
ACM Transactions on Intelligent Systems and Technology (TIST) 2026 Volume 17 Issue 3

2025

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Fairness and Diversity in Recommender Systems: A Survey.
Yuying Zhao|Yu Wang|Yunchao Liu|Xueqi Cheng|Charu C. Aggarwal|Tyler Derr
ACM Transactions on Intelligent Systems and Technology (TIST) 2025 Volume 16 Issue 1
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Edge Classification on Graphs: New Directions in Topological Imbalance.
Xueqi Cheng|Yu Wang|Yunchao Liu|Yuying Zhao|Charu C. Aggarwal|Tyler Derr
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025

2024

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Data Quality-aware Graph Machine Learning.
Yu Wang|Kaize Ding|Xiaorui Liu|Jian Kang|Ryan A. Rossi|Tyler Derr
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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Topology-aware Retrieval Augmentation for Text Generation.
Yu Wang|Nedim Lipka|Ruiyi Zhang|Alexa F. Siu|Yuying Zhao|Bo Ni|Xin Wang|Ryan A. Rossi|Tyler Derr
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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The 5th International Workshop on Machine Learning on Graphs (MLoG).
Tyler Derr|Yao Ma|Kaize Ding|Tong Zhao|Nesreen K. Ahmed
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
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Can One Embedding Fit All? A Multi-Interest Learning Paradigm Towards Improving User Interest Diversity Fairness.
Yuying Zhao|Minghua Xu|Huiyuan Chen|Yuzhong Chen|Yiwei Cai|Rashidul Islam|Yu Wang|Tyler Derr
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
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Knowledge Graph-based Session Recommendation with Session-Adaptive Propagation.
Yu Wang|Amin Javari|Janani Balaji|Walid Shalaby|Tyler Derr|Xiquan Cui
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

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The 3rd International Workshop on Machine Learning on Graphs (MLoG).
Tyler Derr|Yao Ma|Benedek Rozemberczki|Neil Shah|Shirui Pan
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.
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Collaboration-Aware Graph Convolutional Network for Recommender Systems.
Yu Wang|Yuying Zhao|Yi Zhang|Tyler Derr
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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Imbalanced Graph Classification via Graph-of-Graph Neural Networks.
Yu Wang|Yuying Zhao|Neil Shah|Tyler Derr
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
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PAS: Privacy Algorithms in Systems.
Philip S. Yu|Olivera Kotevska|Tyler Derr
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

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Deep Adversarial Network Alignment.
Tyler Derr|Hamid Karimi|Xiaorui Liu|Jiejun Xu|Jiliang Tang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
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Graph Feature Gating Networks.
Wei Jin|Xiaorui Liu|Yao Ma|Tyler Derr|Charu C. Aggarwal|Jiliang Tang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
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Tree Decomposed Graph Neural Network.
Yu Wang|Tyler Derr
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
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Node Similarity Preserving Graph Convolutional Networks.
Wei Jin|Tyler Derr|Yiqi Wang|Yao Ma|Zitao Liu|Jiliang Tang
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

2020

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Epidemic Graph Convolutional Network.
Tyler Derr|Yao Ma|Wenqi Fan|Xiaorui Liu|Charu C. Aggarwal|Jiliang Tang
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020
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Network Analysis with Negative Links.
Tyler Derr
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020
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ROSE: Role-based Signed Network Embedding.
Amin Javari|Tyler Derr|Pouya Esmailian|Jiliang Tang|Kevin Chen-Chuan Chang
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Balance in Signed Bipartite Networks.
Tyler Derr|Cassidy Johnson|Yi Chang|Jiliang Tang
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

2018

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Signed Network Modeling Based on Structural Balance Theory.
Tyler Derr|Charu C. Aggarwal|Jiliang Tang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2017

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Understanding and Predicting Weight Loss with Mobile Social Networking Data.
Zhiwei Wang|Tyler Derr|Dawei Yin|Jiliang Tang
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017