Triple-O for SHL Recognition Challenge: An Ensemble Framework for Multi-class Imbalance and Training-testing Distribution Inconsistency by OvO Binarization with Confidence Weight of One-class Classification. - Jinhua Su; Yuanyuan Zhang 010 (UbiComp/ISWC Adjunct, 2021)

Enhancing Locomotion Recognition with Specialized Features and Map Information via XGBoost. - Jiebi Deng; Jingqiu Xu; Zicheng Sun; Danning Li; Hongxuan Guo; Yuanyuan Zhang 010; Xiaoling Lu (UbiComp/ISWC Adjunct, 2023)

A Post-processing Machine Learning for Activity Recognition Challenge with OpenStreetMap Data. - Shiyao Huang; Junliang Lyu; Sinian Zhang; Ruiying Tang; Huan Xiao; Yuanyuan Zhang 010; Xiaoling Lu (UbiComp/ISWC Adjunct, 2023)

Enhanced SHL Recognition Using Machine Learning and Deep Learning Models with Multi-source Data. - Mengyuan Li; Jun Zhu; Yuanyuan Zhang 010; Xiaoling Lu (UbiComp/ISWC Adjunct, 2023)

AttenDenseNet for the Sussex-Huawei Locomotion-Transportation (SHL) Recognition Challenge. - Hanchao Yan; Xinran Huang; Yiling Ma; Ruizhe Yao; Zhiyu Zhu; Yuanyuan Zhang 010; Xiaoling Lu (UbiComp/ISWC Adjunct, 2023)

An Ensemble Framework Based on Fine Multi-Window Feature Engineering and Overfitting Prevention for Transportation Mode Recognition. - Zehong Zeng; Yueyang Liu; Xiaoshi Lu; Yuanyuan Zhang 010; Xiaoling Lu (UbiComp/ISWC Adjunct, 2023)

Road Network Enhanced Transportation Mode Recognition with an Ensemble Machine Learning Model. - Yaya Zhao; Lin Song 005; Cheng Ni; Yuanyuan Zhang 010; Xiaoling Lu (UbiComp/ISWC Adjunct, 2023)

Moral Hazard and Transparency in Peer-to-Peer Auto Insurance with Telematics. - Yuxin Zhang; Yalei Du; Yuanyuan Zhang 010; Quan Zhang (ICIS, 2023)

GeoLake: Bringing Geospatial Support to Lakehouses. - Yuanyuan Zhang 010; Bo Peng; Yalei Du; Jinhua Su (IEEE Access, 2023)

A Graph-based Representation Framework for Trajectory Recovery via Spatiotemporal Interval-Informed Seq2Seq. - Yaya Zhao; Kaiqi Zhao 001; Zhiqian Chen; Yuanyuan Zhang 010; Yalei Du; Xiaoling Lu (IJCAI, 2024)

Trajectory representation learning with multilevel attention for driver identification. - Mengyuan Li; Yuanyuan Zhang 010; Yaya Zhao; Yalei Du; Xiaoling Lu (Expert Syst. Appl., 2025)

STrajRAG: Supervised trajectory retrieval augmented generation for next POI recommendation with travel semantics. - Zhongtan Lin; Xiaowen Zhang; Kaiqi Zhao 001; Xiaoling Lu; Yuanyuan Zhang 010 (Inf. Process. Manag., 2025)