| 2026 | EuroSys | Handling Network Faults in Distributed AI Training: Failover is Now an Option. | Xin Zhe Khooi, Zhuo Jiang, Pan Xie, Zhigang Cui, Meng Wang, Yuze Jin, Pengfei Huo, Dongyang Wang, Lulu Chen, Lei Wang, Liaoyuan Feng, Xiaodong Liu, Peng Li, Qinlong Wang, Yang Bai, Yongcan Wang, Hao Jin, Jinshuai Sun, Shan Lu, Xiang Shi, Yingkai Zhao, Haiquan Chen, Yi Li, Jianxi Ye, Mun Choon Chan |
| 2023 | ICDE | BERT-Trip: Effective and Scalable Trip Representation using Attentive Contrast Learning. | Ai-Te Kuo, Haiquan Chen, Wei-Shinn Ku |
| 2023 | PST | A Secure Distributed Learning Framework Using Homomorphic Encryption. | Stephen Ly, Yuan Cheng, Haiquan Chen, Ted Krovetz |
| 2022 | ICDE | Time-sensitive POI Recommendation by Tensor Completion with Side Information. | Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku |
| 2022 | ICDM | MentalNet: Heterogeneous Graph Representation for Early Depression Detection. | Ivan Mihov, Haiquan Chen, Xiao Qin, Wei-Shinn Ku, Da Yan, Yuhong Liu |
| 2021 | CIKM | MentalSpot: Effective Early Screening for Depression Based on Social Contagion. | Jahandad Pirayesh, Haiquan Chen, Xiao Qin, Wei-Shinn Ku, Da Yan |
| 2021 | ICDE | EDGE: Entity-Diffusion Gaussian Ensemble for Interpretable Tweet Geolocation Prediction. | Bo Hui, Haiquan Chen, Da Yan, Wei-Shinn Ku |
| 2021 | ICDM | Trajectory WaveNet: A Trajectory-Based Model for Traffic Forecasting. | Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku |
| 2021 | KDD | TrajNet: A Trajectory-Based Deep Learning Model for Traffic Prediction. | Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku |
| 2020 | ISCAS | Classification of Human Activities Based on Radar Signals using 1D-CNN and LSTM. | Jianping Zhu, Haiquan Chen, Wenbin Ye |
| 2019 | ISCAS | Automated Detection of Diabetic Retinopathy using a Binocular Siamese-Like Convolutional Network. | Xianglong Zeng, Haiquan Chen, Yuan Luo, Wenbin Ye |
| 2015 | CLUSTER | Performance-to-Power Ratio Aware Virtual Machine (VM) Allocation in Energy-Efficient Clouds. | Xiaojun Ruan, Haiquan Chen |
| 2013 | HPCC | Reliability Analysis of Energy-Efficient Parallel Storage Systems. | Shu Yin, Kenli Li, Xiao Qin, Xiaojun Ruan, Haiquan Chen, Jiong Xie, Xiaomin Zhu |
| 2013 | ICDE | LinkProbe: Probabilistic inference on large-scale social networks. | Haiquan Chen, Wei-Shinn Ku, Haixun Wang, Liang Tang, Min-Te Sun |
| 2011 | SIGMOD | Querying uncertain data with aggregate constraints. | Mohan Yang, Haixun Wang, Haiquan Chen, Wei-Shinn Ku |
| 2010 | ICDE | Cleansing uncertain databases leveraging aggregate constraints. | Haiquan Chen, Wei-Shinn Ku, Haixun Wang |
| 2010 | SIGMOD | Leveraging spatio-temporal redundancy for RFID data cleansing. | Haiquan Chen, Wei-Shinn Ku, Haixun Wang, Min-Te Sun |