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Xinyi Xu's Projects

cml-rewarddistribution icon cml-rewarddistribution

The code for the paper "Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards" AAAI'22 Oral Presentation.

detail_release icon detail_release

Official released code for paper title "DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning"

fair icon fair

Official implementation of our AISTATS 2023 paper "FAIR: Fair Collaborative Active Learning with Individual Rationality for Scientific Discovery".

modelshapley icon modelshapley

Implementation of our NeurIPS'23 paper: Model Shapley: Equitable Model Valuation with Black-box Access.

pysc2 icon pysc2

StarCraft II Learning Environment

reaver icon reaver

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

robust-and-fair-federated-learning icon robust-and-fair-federated-learning

Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning".

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