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Trustworthy AI: A Computational Perspective


Jul 12, 2021
Haochen Liu, Yiqi Wang, Wenqi Fan, Xiaorui Liu, Yaxin Li, Shaili Jain, Anil K. Jain, Jiliang Tang

* 54 pages. arXiv admin note: text overlap with arXiv:1512.04150, arXiv:1602.04938 by other authors 

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AutoLoss: Automated Loss Function Search in Recommendations


Jun 12, 2021
Xiangyu Zhao, Haochen Liu, Wenqi Fan, Hui Liu, Jiliang Tang, Chong Wang

* Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining 

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Attacking Black-box Recommendations via Copying Cross-domain User Profiles


May 17, 2020
Wenqi Fan, Tyler Derr, Xiangyu Zhao, Yao Ma, Hui Liu, Jianping Wang, Jiliang Tang, Qing Li


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Does Gender Matter? Towards Fairness in Dialogue Systems


Oct 16, 2019
Haochen Liu, Jamell Dacon, Wenqi Fan, Hui Liu, Zitao Liu, Jiliang Tang

* 12 pages 

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Deep Adversarial Social Recommendation


May 30, 2019
Wenqi Fan, Tyler Derr, Yao Ma, Jianping Wang, Jiliang Tang, Qing Li

* Accepted by International Joint Conference on Artificial Intelligence (IJCAI 2019) 

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Graph Neural Networks for Social Recommendation


Feb 19, 2019
Wenqi Fan, Yao Ma, Qing Li, Yuan He, Eric Zhao, Jiliang Tang, Dawei Yin

* accepted by www2019 conference 

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