Yuyang Deng

According to our database, Yuyang Deng authored at least 16 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Ta-Adapter: Enhancing few-shot CLIP with task-aware encoders.

Wenbo Zhang, Yifan Zhang, Yuyang Deng, Wenlong Zhang, Jianfeng Lin, Binqiang Huang, Jinlu Zhang, Wenhao Yu

Pattern Recognit., 2024

Generating and encouraging: An effective framework for solving class imbalance in multimodal emotion recognition conversation.

Qianer Li, Peijie Huang, Yuhong Xu, Jiawei Chen, Yuyang Deng, Shangjian Yin

Eng. Appl. Artif. Intell., 2024

Stochastic Compositional Minimax Optimization with Provable Convergence Guarantees.

Yuyang Deng, Fuli Qiao, Mehrdad Mahdavi

CoRR, 2024

Collaborative Learning with Different Labeling Functions.

Yuyang Deng, Mingda Qiao

Proceedings of the Forty-first International Conference on Machine Learning, 2024

On the Generalization Ability of Unsupervised Pretraining.

Yuyang Deng, Junyuan Hong, Jiayu Zhou, Mehrdad Mahdavi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space.

Yuyang Deng, Nidham Gazagnadou, Junyuan Hong, Mehrdad Mahdavi, Lingjuan Lyu

CoRR, 2023

Understanding Deep Gradient Leakage via Inversion Influence Functions.

Haobo Zhang, Junyuan Hong, Yuyang Deng, Mehrdad Mahdavi, Jiayu Zhou

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Distributed Personalized Empirical Risk Minimization.

Yuyang Deng, Mohammad Mahdi Kamani, Pouria Mahdavinia, Mehrdad Mahdavi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Mixture Weight Estimation and Model Prediction in Multi-source Multi-target Domain Adaptation.

Yuyang Deng, Ilja Kuzborskij, Mehrdad Mahdavi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Early ChatGPT User Portrait through the Lens of Data.

Yuyang Deng, Ni Zhao, Xin Huang

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Tight Analysis of Extra-gradient and Optimistic Gradient Methods For Nonconvex Minimax Problems.

Pouria Mahdavinia, Yuyang Deng, Haochuan Li, Mehrdad Mahdavi

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

Local SGD Optimizes Overparameterized Neural Networks in Polynomial Time.

Yuyang Deng, Mohammad Mahdi Kamani, Mehrdad Mahdavi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Local SGD Optimizes Overparameterized Neural Networks in Polynomial Time.

Yuyang Deng, Mehrdad Mahdavi

CoRR, 2021

Local Stochastic Gradient Descent Ascent: Convergence Analysis and Communication Efficiency.

Yuyang Deng, Mehrdad Mahdavi

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Adaptive Personalized Federated Learning.

Yuyang Deng, Mohammad Mahdi Kamani, Mehrdad Mahdavi

CoRR, 2020

Distributionally Robust Federated Averaging.

Yuyang Deng, Mohammad Mahdi Kamani, Mehrdad Mahdavi

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020