Distortion-Free Nonlinear Dimensionality Reduction. - Yangqing Jia; Zheng Wang 010; Changshui Zhang (ECML/PKDD (1), 2008)

Transferred Dimensionality Reduction. - Zheng Wang 010; Yangqiu Song; Changshui Zhang (ECML/PKDD (2), 2008)

Knowledge Transfer on Hybrid Graph. - Zheng Wang 010; Yangqiu Song; Changshui Zhang (IJCAI, 2009)

Efficient Active Learning with Boosting. - Zheng Wang 010; Yangqiu Song; Changshui Zhang (SDM, 2009)

Compressed Learning with Regular Concept. - Jiawei Lv; Jianwen Zhang; Fei Wang 001; Zheng Wang 010; Changshui Zhang (ALT, 2010)

Learning to rank tags. - Zheng Wang 010; Jiashi Feng; Changshui Zhang; Shuicheng Yan (CIVR, 2010)

Homotopy Regularization for Boosting. - Zheng Wang 010; Yangqiu Song; Changshui Zhang (ICDM, 2010)

Active learning with adaptive regularization. - Zheng Wang 010; Shuicheng Yan; Changshui Zhang (Pattern Recognit., 2011)

Multi-task Representation Learning for Travel Time Estimation. - Yaguang Li; Kun Fu 002; Zheng Wang 010; Cyrus Shahabi; Jieping Ye; Yan Liu 002 (KDD, 2018)

Learning to Estimate the Travel Time. - Zheng Wang 010; Kun Fu 002; Jieping Ye (KDD, 2018)

A Queueing-Theoretic Framework for Vehicle Dispatching in Dynamic Car-Hailing. - Peng Cheng 003; Chao Feng; Lei Chen 002; Zheng Wang 010 (ICDE, 2019)

Road Network Metric Learning for Estimated Time of Arrival. - Yiwen Sun; Kun Fu 002; Zheng Wang 010; Changshui Zhang; Jieping Ye (ICPR, 2020)

Constructing Geographic and Long-term Temporal Graph for Traffic Forecasting. - Yiwen Sun; Yulu Wang; Kun Fu 002; Zheng Wang 010; Changshui Zhang; Jieping Ye (ICPR, 2020)

CompactETA: A Fast Inference System for Travel Time Prediction. - Kun Fu 002; Fanlin Meng; Jieping Ye; Zheng Wang 010 (KDD, 2020)

HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival. - Huiting Hong; Yucheng Lin; Xiaoqing Yang; Zang Li; Kun Fu 002; Zheng Wang 010; Xiaohu Qie; Jieping Ye (KDD, 2020)

Fusion Recurrent Neural Network. - Yiwen Sun; Yulu Wang; Kun Fu 002; Zheng Wang 010; Changshui Zhang; Jieping Ye (CoRR, 2020)

Demand-Aware Route Planning for Shared Mobility Services. - Jiachuan Wang; Peng Cheng 003; Libin Zheng; Chao Feng; Lei Chen 002; Xuemin Lin 001; Zheng Wang 010 (Proc. VLDB Endow., 2020)

FMA-ETA: Estimating Travel Time Entirely Based on FFN with Attention. - Yiwen Sun; Yulu Wang; Kun Fu 002; Zheng Wang 010; Ziang Yan; Changshui Zhang; Jieping Ye (ICASSP, 2021)

Multiplicative Attention Mechanism for Multi-horizon Time Series Forecasting. - Runpeng Cui; Jianqiang Wang 003; Zheng Wang 010 (IJCNN, 2021)

DiFNet: Densely High-Frequency Convolutional Neural Networks. - Wenzheng Hu; Mingyang Li; Zheng Wang 010; Jianqiang Wang 003; Changshui Zhang (IEEE Signal Process. Lett., 2021)

CoDriver ETA: Combine Driver Information in Estimated Time of Arrival by Driving Style Learning Auxiliary Task. - Yiwen Sun; Kun Fu 002; Zheng Wang 010; Donghua Zhou; Kailun Wu; Jieping Ye; Changshui Zhang (IEEE Trans. Intell. Transp. Syst., 2022)

Alleviating Data Sparsity Problems in Estimated Time of Arrival via Auxiliary Metric Learning. - Yiwen Sun; Wenzheng Hu; Donghua Zhou; Baichuan Mo; Kun Fu 002; Zhengping Che; Zheng Wang 010; Shenhao Wang; Jinhua Zhao; Jieping Ye; Jian Tang 008; Changshui Zhang (IEEE Trans. Intell. Transp. Syst., 2022)