Jian Kang

2025

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Bridging Fairness and Uncertainty: Theoretical Insights and Practical Strategies for Equalized Coverage in GNNs.
Longfeng Wu|Yao Zhou|Jian Kang|Dawei Zhou
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 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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On the Sensitivity of Individual Fairness: Measures and Robust Algorithms.
Xinyu He|Jian Kang|Ruizhong Qiu|Fei Wang|Jose Sepulveda|Hanghang Tong
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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Ensuring User-side Fairness in Dynamic Recommender Systems.
Hyunsik Yoo|Zhichen Zeng|Jian Kang|Ruizhong Qiu|David Zhou|Zhining Liu|Fei Wang|Charlie Xu|Eunice Chan|Hanghang Tong
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
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TrustLOG: The Second Workshop on Trustworthy Learning on Graphs.
Jingrui He|Jian Kang|Fatemeh Nargesian|Haohui Wang|An Zhang|Dawei Zhou
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2022

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TrustLOG: The First Workshop on Trustworthy Learning on Graphs.
Jian Kang|Shuaicheng Zhang|Bo Li|Jingrui He|Jian Pei|Dawei Zhou
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
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RawlsGCN: Towards Rawlsian Difference Principle on Graph Convolutional Network.
Jian Kang|Yan Zhu|Yinglong Xia|Jiebo Luo|Hanghang Tong
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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Fair Graph Mining.
Jian Kang|Hanghang Tong
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2019

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N2N: Network Derivative Mining.
Jian Kang|Hanghang Tong
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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X-Rank: Explainable Ranking in Complex Multi-Layered Networks.
Jian Kang|Scott Freitas|Haichao Yu|Yinglong Xia|Nan Cao|Hanghang Tong
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018