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Group Contrastive Self-Supervised Learning on Graphs

Jul 20, 2021
Xinyi Xu, Cheng Deng, Yaochen Xie, Shuiwang Ji

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Towards Building a Robust and Fair Federated Learning System

Nov 20, 2020
Xinyi Xu, Lingjuan Lyu

* In submission, under review 

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Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping

Nov 19, 2020
Xinyi Xu, Zhengyang Wang, Cheng Deng, Hao Yuan, Shuiwang Ji

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Searching k-Optimal Goals for an Orienteering Problem on a Specialized Graph with Budget Constraints

Nov 02, 2020
Abhinav Sharma, Advait Deshpande, Yanming Wang, Xinyi Xu, Prashan Madumal, Anbin Hou

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Collaborative Fairness in Federated Learning

Aug 28, 2020
Lingjuan Lyu, Xinyi Xu, Qian Wang

* accepted to FL-IJCAI'20 workshop 

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Hierarchial Reinforcement Learning in StarCraft II with Human Expertise in Subgoals Selection

Aug 08, 2020
Xinyi Xu, Tiancheng Huang, Pengfei Wei, Akshay Narayan, Tze-Yun Leong

* In submission to ICAPS-PRL 2020 workshop; Our code will be made available after the paper is accepted 

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