First Demonstration of 200G Bi-Direction Self-Coherent PON Based on Pre-Amplified Stokes Vector Direct Detection. - Yuhao Fang; Haojie Zhu; Weiqi Lu; Puzhen Yuan; Honglin Ji; William Shieh (OFC, 2025)

Dynamic Nonlinear MIMO Equalization in 3-D Polarization Multiplexed Direct Detection Systems. - Weiqi Lu; Yuhao Fang; Yang Zou; Puzhen Yuan; Dongxu Lu; Xiaoxiao Dai; Qi Yang 001; William Shieh (OFC, 2025)

Predictive Lagrangian Optimization for Constrained Reinforcement Learning. - Tianqi Zhang; Puzhen Yuan; Guojian Zhan; Ziyu Lin; Yao Lyu; Zhenzhi Qin; Jingliang Duan; Liping Zhang; Shengbo Eben Li (CoRR, 2025)

REMAC: Self-Reflective and Self-Evolving Multi-Agent Collaboration for Long-Horizon Robot Manipulation. - Puzhen Yuan; Angyuan Ma; Yunchao Yao; Huaxiu Yao; Masayoshi Tomizuka; Mingyu Ding (CoRR, 2025)