Renpu Liu

According to our database, Renpu Liu authored at least 9 papers between 2021 and 2026.

Collaborative distances:

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

2026

Unlabeled Data Can Provably Enhance In-Context Learning of Transformers.

Renpu Liu, Jing Yang

CoRR, January, 2026

2025

Unlabeled Data Can Provably Enhance In-Context Learning of Transformers.

Renpu Liu, Jing Yang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

In-Context Learning Based Efficient Spectrum Sensing.

Renpu Liu, Liwen Zhong, Wooram Lee, Jing Yang

Proceedings of the IEEE International Symposium on Information Theory, 2025

Pixel2Feature Attack (P2FA): Rethinking the Perturbed Space to Enhance Adversarial Transferability.

Renpu Liu, Hao Wu, Jiawei Zhang, Xin Cheng, Xiangyang Luo, Bin Ma, Jinwei Wang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery.

Renpu Liu, Ruida Zhou, Cong Shen, Jing Yang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

A Shared Low-Rank Adaptation Approach to Personalized RLHF.

Renpu Liu, Peng Wang, Donghao Li, Cong Shen, Jing Yang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Federated Representation Learning in the Under-Parameterized Regime.

Renpu Liu, Cong Shen, Jing Yang

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

2023

Exploiting Feature Heterogeneity for Improved Generalization in Federated Multi-task Learning.

Renpu Liu, Jing Yang, Cong Shen

Proceedings of the IEEE International Symposium on Information Theory, 2023

2021

Timely Broadcasting in Erasure Networks: Age-Rate Tradeoffs.

Xingran Chen, Renpu Liu, Shaochong Wang, Shirin Saeedi Bidokhti

Proceedings of the IEEE International Symposium on Information Theory, 2021