Centralized Traffic Signal Control for Multiple Intersections based on Sequence-to-Sequence model and Attention Mechanism. - Le Ma 002; Bo Xue; Jia Wu 005 (ITSC, 2021)

SongDriver2: Real-time Emotion-based Music Arrangement with Soft Transition. - Zihao Wang; Le Ma 002; Chen Zhang 020; Bo Han; Yikai Wang; Xinyi Chen; HaoRong Hong; Wenbo Liu; Xinda Wu; Kejun Zhang (CoRR, 2023)

YuYin: a multi-task learning model of multi-modal e-commerce background music recommendation. - Le Ma 002; Xinda Wu; Ruiyuan Tang; Chongjun Zhong; Kejun Zhang (EURASIP J. Audio Speech Music. Process., 2023)

SongGLM: Lyric-to-Melody Generation with 2D Alignment Encoding and Multi-Task Pre-Training. - Jiaxing Yu; Xinda Wu; Yunfei Xu; Tieyao Zhang; Songruoyao Wu; Le Ma 002; Kejun Zhang (AAAI, 2025)

REMAST: Real-Time Emotion-Based Music Arrangement With Soft Transition. - Zihao Wang; Le Ma 002; Chen Zhang 020; Bo Han; Yunfei Xu; Yikai Wang; Xinyi Chen; HaoRong Hong; Wenbo Liu; Xinda Wu; Kejun Zhang (IEEE Trans. Affect. Comput., 2025)