ST-Seq2Seq: A Spatio-Temporal Feature-Optimized Seq2Seq Model for Short-Term Vessel Trajectory Prediction. - Lan You; Siyu Xiao; Qingxi Peng; Christophe Claramunt; Xuewei Han; Zhengyi Guan; Jiahe Zhang (IEEE Access, 2020)

Tsia at SemEval-2021 Task 7: Detecting and Rating Humor and Offense. - Zhengyi Guan; Xiaobing Zhou (SemEval@ACL/IJCNLP, 2021)

TSIA team at FakeDeS 2021: Fake News Detection in Spanish Using Multi-Model Ensemble Learning. - Zhengyi Guan (IberLEF@SEPLN, 2021)

Yunnan-Deep at eHealth-KD Challenge 2021: Deep Learning Model for Entity Recognition in Spanish Documents. - Zhengyi Guan; Renyuan Liu (IberLEF@SEPLN, 2021)

A Spatio-Temporal Schedule-Based Neural Network for Urban Taxi Waiting Time Prediction. - Lan You; Zhengyi Guan; Na Li; Jiahe Zhang; Haibo Cui; Christophe Claramunt; Rui Cao (ISPRS Int. J. Geo Inf., 2021)

Knowledge Graph Completing with Dual Confrontation Learning Model based on Variational Information Bottleneck Method. - Song Han; Zhengyi Guan; Sihui Li; Jin Wang 008; Xiaobing Zhou (QRS, 2023)

Janko at SemEval-2023 Task 2: Bidirectional LSTM Model Based on Pre-training for Chinese Named Entity Recognition. - Jiankuo Li; Zhengyi Guan; Haiyan Ding (SemEval@ACL, 2023)

A prefix and attention map discrimination fusion guided attention for biomedical named entity recognition. - Zhengyi Guan; Xiaobing Zhou (BMC Bioinform., 2023)