Shaped Four-Dimensional Modulation Formats for Optical Fiber Communication Systems. - Bin Chen 006; Gabriele Liga; Yi Lei; Wei Ling; Zhengyan Huan; Xuwei Xue; Alex Alvarado (OFC, 2022)

Resilient Constrained Reinforcement Learning. - Dongsheng Ding; Zhengyan Huan; Alejandro Ribeiro (AISTATS, 2024)

Efficient Constraint-Aware Flow Matching via Randomized Exploration. - Zhengyan Huan; Jacob Boerma; Li-Ping Liu; Shuchin Aeron (CoRR, 2025)