Huaqing Zhang

According to our database, Huaqing Zhang authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

Task Generalization With AutoRegressive Compositional Structure: Can Learning From <i>D</i> Tasks Generalize to <i>D</i>^T Tasks?

Amirhesam Abedsoltan, Huaqing Zhang, Kaiyue Wen, Hongzhou Lin, Jingzhao Zhang, Mikhail Belkin

CoRR, February, 2025

Task Generalization with Autoregressive Compositional Structure: Can Learning from D Tasks Generalize to DT Tasks?

Amirhesam Abedsoltan, Huaqing Zhang, Kaiyue Wen, Hongzhou Lin, Jingzhao Zhang, Mikhail Belkin

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

From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency.

Kaiyue Wen, Huaqing Zhang, Hongzhou Lin, Jingzhao Zhang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Functionally Constrained Algorithm Solves Convex Simple Bilevel Problems.

Huaqing Zhang, Lesi Chen, Jing Xu, Jingzhao Zhang

CoRR, 2024

Functionally Constrained Algorithm Solves Convex Simple Bilevel Problem.

Huaqing Zhang, Lesi Chen, Jing Xu, Jingzhao Zhang

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024