End-to-end trajectory transportation mode classification using Bi-LSTM recurrent neural network. - Hongbin Liu 007; Ickjai Lee (ISKE, 2017)

Spatio-Temporal GRU for Trajectory Classification. - Hongbin Liu 007; Hao Wu 011; Weiwei Sun 008; Ickjai Lee (ICDM, 2019)

Bridging the Gap Between Training and Inference for Spatio-Temporal Forecasting. - Hongbin Liu 007; Ickjai Lee (ECAI, 2020)

MPL-GAN: Toward Realistic Meteorological Predictive Learning Using Conditional GAN. - Hongbin Liu 007; Ickjai Lee (IEEE Access, 2020)

LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point Clouds. - Zhenrong Zhang; Jianan Liu; Yuxuan Xia; Tao Huang 008; Qing-Long Han; Hongbin Liu 007 (CoRR, 2023)

Film-GAN: towards realistic analog film photo generation. - Haoyan Gong; Jionglong Su; Kah Phooi Seng; Anh Nguyen 003; Ao Liu; Hongbin Liu 007 (Neural Comput. Appl., 2024)

On the Federated Learning Framework for Cooperative Perception. - Zhenrong Zhang; Jianan Liu; Xi Zhou; Tao Huang 008; Qing-Long Han; Jingxin Liu; Hongbin Liu 007 (IEEE Robotics Autom. Lett., 2024)

LP-Diff: Towards Improved Restoration of Real-World Degraded License Plate. - Haoyan Gong; Zhenrong Zhang; Yuzheng Feng; Anh Nguyen 003; Hongbin Liu 007 (CVPR, 2025)

Time series is not enough: Financial Transformer Reinforcement Learning for portfolio management. - Xiaotian Ren; Ruoyu Sun 007; Zhengyong Jiang; Angelos Stefanidis; Hongbin Liu 007; Jionglong Su (Neurocomputing, 2025)