Junyi Chai

According to our database, Junyi Chai authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Mitigating Spurious Correlations in Zero-Shot Multimodal Models.

Shenyu Lu, Junyi Chai, Xiaoqian Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Adversarial Latent Feature Augmentation for Fairness.

Hoin Jung, Junyi Chai, Xiaoqian Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Identifying and Mitigating Spurious Correlation in Multi-Task Learning.

Junyi Chai, Shenyu Lu, Xiaoqian Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Neural Collapse Inspired Debiased Representation Learning for Min-max Fairness.

Shenyu Lu, Junyi Chai, Xiaoqian Wang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

To be Robust and to be Fair: Aligning Fairness with Robustness.

Junyi Chai, Xiaoqian Wang

CoRR, 2023

2022

Self-Supervised Fair Representation Learning without Demographics.

Junyi Chai, Xiaoqian Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Fairness without Demographics through Knowledge Distillation.

Junyi Chai, Taeuk Jang, Xiaoqian Wang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Fairness with Adaptive Weights.

Junyi Chai, Xiaoqian Wang

Proceedings of the International Conference on Machine Learning, 2022