Junyi Li
University of Pittsburgh
H-index: 10
North America-United States
Top articles of Junyi Li
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Federated conditional stochastic optimization | Advances in Neural Information Processing Systems | Xidong Wu Jianhui Sun Zhengmian Hu Junyi Li Aidong Zhang | 2024/2/13 |
Resolving the Tug-of-War: A Separation of Communication and Learning in Federated Learning | Advances in Neural Information Processing Systems | Junyi Li Heng Huang | 2024/2/13 |
Communication-Efficient Federated Bilevel Optimization with Local and Global Lower Level Problems | Junyi Li Feihu Huang Heng Huang | 2023/11/2 | |
On the steerability of large language models toward data-driven personas | NAACL 2024 | Junyi Li Charith Peris Ninareh Mehrabi Palash Goyal Kai-Wei Chang | 2023/11/2 |
FedDA: Faster Adaptive Gradient Methods for Federated Constrained Optimization | Junyi Li Feihu Huang Heng Huang | 2024/3/7 | |
Communication-efficient robust federated learning with noisy labels | arXiv preprint arXiv:2006.09992 | Yanjie Dong Georgios B Giannakis Tianyi Chen Julian Cheng Md Jahangir Hossain | 2020/6/17 |
On the convergence of local stochastic compositional gradient descent with momentum | Hongchang Gao Junyi Li Heng Huang | 2022/6/28 | |
A fully single loop algorithm for bilevel optimization without hessian inverse | Proceedings of the AAAI Conference on Artificial Intelligence | Junyi Li Bin Gu Heng Huang | 2022/6/28 |
Local stochastic bilevel optimization with momentum-based variance reduction | arXiv preprint arXiv:2205.01608 | Junyi Li Feihu Huang Heng Huang | 2022/5/3 |
Enhanced bilevel optimization via bregman distance | Advances in Neural Information Processing Systems | Feihu Huang Junyi Li Shangqian Gao Heng Huang | 2022/12/6 |
FedGRec: Federated Graph Recommender System with Lazy Update of Latent Embeddings | FL: Recent Advances and New Challenges (FL-NeurIPS'22) | Junyi Li Heng Huang | 2022/12/2 |
Biadam: Fast adaptive bilevel optimization methods | Feihu Huang Junyi Li Shangqian Gao | 2021/6/21 | |
Compositional federated learning: Applications in distributionally robust averaging and meta learning | arXiv preprint arXiv:2106.11264 | Feihu Huang Junyi Li | 2021/6/21 |
Super-adam: faster and universal framework of adaptive gradients | Advances in Neural Information Processing Systems | Feihu Huang Junyi Li Heng Huang | 2021/12/6 |
Improved bilevel model: Fast and optimal algorithm with theoretical guarantee | arXiv preprint arXiv:2009.00690 | Junyi Li Bin Gu Heng Huang | 2020/9/1 |
Faster secure data mining via distributed homomorphic encryption | Junyi Li Heng Huang | 2020/8/23 | |
Generating realistic stock market order streams | Proceedings of the AAAI Conference on Artificial Intelligence | Junyi Li Xintong Wang Yaoyang Lin Arunesh Sinha Michael Wellman | 2020/4/3 |
Co-Authors
