MaxEnt Dreamer: Maximum Entropy Reinforcement Learning with World Model. - Hongying Ma; Wuyang Xue; Rendong Ying; Peilin Liu (IJCNN, 2022)

ADHD identification and its interpretation of functional connectivity using deep self-attention factorization. - Hengjin Ke; Fengqin Wang; Hongying Ma; Zixian He (Knowl. Based Syst., 2022)

Unsupervised deep frequency-channel attention factorization to non-linear feature extraction: A case study of identification and functional connectivity interpretation of Parkinson's disease. - Hengjin Ke; Fengqin Wang; Hongliang Bi; Hongying Ma; Guangshuai Wang; Bo Yin (Expert Syst. Appl., 2024)

Astra: Toward General-Purpose Mobile Robots via Hierarchical Multimodal Learning. - Sheng Chen; Peiyu He; Jiaxin Hu; Ziyang Liu; Yansheng Wang; Tao Xu; Chi Zhang; Chongchong Zhang; Chao An; Shiyu Cai; Duo Cao; Kangping Chen; et al. (CoRR, 2025)