Daouda Sow

According to our database, Daouda Sow authored at least 10 papers between 2019 and 2025.

Collaborative distances:

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

2025

Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining.

Daouda Sow, Herbert Woisetschläger, Saikiran Bulusu, Shiqiang Wang, Hans-Arno Jacobsen, Yingbin Liang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

AdaProx: A Novel Method for Bilevel Optimization under Pessimistic Framework.

Ziwei Guan, Daouda Sow, Sen Lin, Yingbin Liang

Proceedings of the Conference on Parsimony and Learning, 2025

2024

Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization.

Xuxi Chen, Zhendong Wang, Daouda Sow, Junjie Yang, Tianlong Chen, Yingbin Liang, Mingyuan Zhou, Zhangyang Wang

CoRR, 2024

Doubly Robust Instance-Reweighted Adversarial Training.

Daouda Sow, Sen Lin, Zhangyang Wang, Yingbin Liang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Algorithm Design for Online Meta-Learning with Task Boundary Detection.

Daouda Sow, Sen Lin, Yingbin Liang, Junshan Zhang

Proceedings of the Conference on Parsimony and Learning, 2024

2023

Non-Convex Bilevel Optimization with Time-Varying Objective Functions.

Sen Lin, Daouda Sow, Kaiyi Ji, Yingbin Liang, Ness B. Shroff

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

2022

A Constrained Optimization Approach to Bilevel Optimization with Multiple Inner Minima.

Daouda Sow, Kaiyi Ji, Ziwei Guan, Yingbin Liang

CoRR, 2022

On the Convergence Theory for Hessian-Free Bilevel Algorithms.

Daouda Sow, Kaiyi Ji, Yingbin Liang

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

2021

ES-Based Jacobian Enables Faster Bilevel Optimization.

Daouda Sow, Kaiyi Ji, Yingbin Liang

CoRR, 2021

2019

A Sequential Guiding Network with Attention for Image Captioning.

Daouda Sow, Zengchang Qin, Mouhamed Niasse, Tao Wan

Proceedings of the IEEE International Conference on Acoustics, 2019