Yulian Wu

According to our database, Yulian Wu authored at least 13 papers between 2016 and 2025.

Collaborative distances:

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

2025

SquareχPO: Differentially Private and Robust χ²-Preference Optimization in Offline Direct Alignment.

Xingyu Zhou, Yulian Wu, Wenqian Weng, Francesco Orabona

CoRR, May, 2025

A Unified Theoretical Analysis of Private and Robust Offline Alignment: from RLHF to DPO.

Xingyu Zhou, Yulian Wu, Francesco Orabona

CoRR, May, 2025

Optimal Regret of Bernoulli Bandits under Global Differential Privacy.

Achraf Azize, Yulian Wu, Junya Honda, Francesco Orabona, Shinji Ito, Debabrota Basu

CoRR, May, 2025

A novel nonconvex penalty method for a rank constrained matrix optimization problem and its applications.

Wenjuan Zhang, Jiayi Yao, Feng Xiao, Yuping Wang, Yulian Wu

Int. J. Appl. Math. Comput. Sci., 2025

2024

Better-than-KL PAC-Bayes Bounds.

Ilja Kuzborskij, Kwang-Sung Jun, Yulian Wu, Kyoungseok Jang, Francesco Orabona

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023

Quantum Computing Provides Exponential Regret Improvement in Episodic Reinforcement Learning.

Bhargav Ganguly, Yulian Wu, Di Wang, Vaneet Aggarwal

CoRR, 2023

Quantum Heavy-tailed Bandits.

Yulian Wu, Chaowen Guan, Vaneet Aggarwal, Di Wang

CoRR, 2023

On Private and Robust Bandits.

Yulian Wu, Xingyu Zhou, Youming Tao, Di Wang

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

Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards.

Yulian Wu, Xingyu Zhou, Sayak Ray Chowdhury, Di Wang

Proceedings of the International Conference on Machine Learning, 2023

2022

Private Stochastic Convex Optimization and Sparse Learning with Heavy-tailed Data Revisited.

Youming Tao, Yulian Wu, Xiuzhen Cheng, Di Wang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Optimal Rates of (Locally) Differentially Private Heavy-tailed Multi-Armed Bandits.

Youming Tao, Yulian Wu, Peng Zhao, Di Wang

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

2018

Improved English Immersion Teaching Methods for the Course of Power Electronics for Energy Storage System in China.

Lisong Wang, Yatong Li, Zhongmei Wang, Shiyu Shu, Yun Zhang, Yulian Wu

IEEE Access, 2018

2016

Speckle noise removal via nonlocal low-rank regularization.

Yulian Wu

J. Vis. Commun. Image Represent., 2016