Exponentially Decaying Explosion in Fireworks Algorithm. - Maiyue Chen; Ying Tan 002 (CEC, 2021)

Efficient and Stable Off-policy Training via Behavior-aware Evolutionary Learning. - Maiyue Chen; Guangyi He (CoRL, 2022)

FWA-RL: Fireworks Algorithm with Policy Gradient for Reinforcement Learning. - Maiyue Chen; Ying Tan 002 (CEC, 2023)

GEFWA: Gradient-Enhanced Fireworks Algorithm for Optimizing Convolutional Neural Networks. - Maiyue Chen; Ying Tan 002 (ICSI (1), 2023)

SF-FWA: A Self-Adaptive Fast Fireworks Algorithm for effective large-scale optimization. - Maiyue Chen; Ying Tan 002 (Swarm Evol. Comput., 2023)

Aux-Think: Exploring Reasoning Strategies for Data-Efficient Vision-Language Navigation. - Shuo Wang 015; Yongcai Wang; Wanting Li; Xudong Cai; Fei-Yue Wang 001; Maiyue Chen; Kaihui Wang; Zhizhong Su; Deying Li 001; Zhaoxin Fan (CoRR, 2025)

MonoDream: Monocular Vision-Language Navigation with Panoramic Dreaming. - Shuo Wang 015; Yongcai Wang; Wanting Li; Yucheng Wang; Maiyue Chen; Kaihui Wang; Zhizhong Su; Xudong Cai; Yeying Jin; Deying Li 001; Zhaoxin Fan (CoRR, 2025)