Yuyang Deng

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 23

Top Topics

Hypothesis Space

Gradient Method

Empirical Risk Minimization

Top Venues

Pattern Recognit.

Publications

Yuyang Deng, Junyuan Hong, Jiayu Zhou, Mehrdad Mahdavi
On the Generalization Ability of Unsupervised Pretraining. CoRR (2024)
Wenbo Zhang, Yifan Zhang, Yuyang Deng, Wenlong Zhang, Jianfeng Lin, Binqiang Huang, Jinlu Zhang, Wenhao Yu
Ta-Adapter: Enhancing few-shot CLIP with task-aware encoders. Pattern Recognit. 153 (2024)
Yuyang Deng, Mingda Qiao
Collaborative Learning with Different Labeling Functions. CoRR (2024)
Qianer Li, Peijie Huang, Yuhong Xu, Jiawei Chen, Yuyang Deng, Shangjian Yin
Generating and encouraging: An effective framework for solving class imbalance in multimodal emotion recognition conversation. Eng. Appl. Artif. Intell. 133 (2024)
Yuyang Deng, Junyuan Hong, Jiayu Zhou, Mehrdad Mahdavi
On the Generalization Ability of Unsupervised Pretraining. AISTATS (2024)
Yuyang Deng, Ilja Kuzborskij, Mehrdad Mahdavi
Mixture Weight Estimation and Model Prediction in Multi-source Multi-target Domain Adaptation. CoRR (2023)
Yuyang Deng, Ilja Kuzborskij, Mehrdad Mahdavi
Mixture Weight Estimation and Model Prediction in Multi-source Multi-target Domain Adaptation. NeurIPS (2023)
Yuyang Deng, Ni Zhao, Xin Huang
Early ChatGPT User Portrait through the Lens of Data. CoRR (2023)
Haobo Zhang, Junyuan Hong, Yuyang Deng, Mehrdad Mahdavi, Jiayu Zhou
Understanding Deep Gradient Leakage via Inversion Influence Functions. CoRR (2023)
Yuyang Deng, Nidham Gazagnadou, Junyuan Hong, Mehrdad Mahdavi, Lingjuan Lyu
On the Hardness of Robustness Transfer: A Perspective from Rademacher Complexity over Symmetric Difference Hypothesis Space. CoRR (2023)
Haobo Zhang, Junyuan Hong, Yuyang Deng, Mehrdad Mahdavi, Jiayu Zhou
Understanding Deep Gradient Leakage via Inversion Influence Functions. NeurIPS (2023)
Yuyang Deng, Mohammad Mahdi Kamani, Pouria Mahdavinia, Mehrdad Mahdavi
Distributed Personalized Empirical Risk Minimization. CoRR (2023)
Yuyang Deng, Ni Zhao, Xin Huang
Early ChatGPT User Portrait through the Lens of Data. BigData (2023)
Yuyang Deng, Mohammad Mahdi Kamani, Pouria Mahdavinia, Mehrdad Mahdavi
Distributed Personalized Empirical Risk Minimization. NeurIPS (2023)
Pouria Mahdavinia, Yuyang Deng, Haochuan Li, Mehrdad Mahdavi
Tight Analysis of Extra-gradient and Optimistic Gradient Methods For Nonconvex Minimax Problems. NeurIPS (2022)
Pouria Mahdavinia, Yuyang Deng, Haochuan Li, Mehrdad Mahdavi
Tight Analysis of Extra-gradient and Optimistic Gradient Methods For Nonconvex Minimax Problems. CoRR (2022)
Yuyang Deng, Mohammad Mahdi Kamani, Mehrdad Mahdavi
Local SGD Optimizes Overparameterized Neural Networks in Polynomial Time. AISTATS (2022)
Yuyang Deng, Mohammad Mahdi Kamani, Mehrdad Mahdavi
Distributionally Robust Federated Averaging. CoRR (2021)
Yuyang Deng, Mehrdad Mahdavi
Local SGD Optimizes Overparameterized Neural Networks in Polynomial Time. CoRR (2021)
Yuyang Deng, Mehrdad Mahdavi
Local Stochastic Gradient Descent Ascent: Convergence Analysis and Communication Efficiency. AISTATS (2021)
Yuyang Deng, Mehrdad Mahdavi
Local Stochastic Gradient Descent Ascent: Convergence Analysis and Communication Efficiency. CoRR (2021)
Yuyang Deng, Mohammad Mahdi Kamani, Mehrdad Mahdavi
Distributionally Robust Federated Averaging. NeurIPS (2020)
Yuyang Deng, Mohammad Mahdi Kamani, Mehrdad Mahdavi
Adaptive Personalized Federated Learning. CoRR (2020)