Zhengyan Huan

According to our database, Zhengyan Huan authored at least 5 papers between 2022 and 2026.

Collaborative distances:

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

2026

The Ensemble Inverse Problem: Applications and Methods.

Zhengyan Huan, Camila Pazos, Martin Klassen, Vincent Croft, Pierre-Hugues Beauchemin, Shuchin Aeron

CoRR, January, 2026

Constraint-Aware Flow Matching via Randomized Exploration.

Zhengyan Huan, Jacob Boerma, Liping Liu, Shuchin Aeron

Trans. Mach. Learn. Res., 2026

2025

Efficient Constraint-Aware Flow Matching via Randomized Exploration.

Zhengyan Huan, Jacob Boerma, Li-Ping Liu, Shuchin Aeron

CoRR, August, 2025

2024

Resilient Constrained Reinforcement Learning.

Dongsheng Ding, Zhengyan Huan, Alejandro Ribeiro

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Shaped Four-Dimensional Modulation Formats for Optical Fiber Communication Systems.

Bin Chen, Gabriele Liga, Yi Lei, Wei Ling, Zhengyan Huan, Xuwei Xue, Alex Alvarado

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022