Haiquan Chen

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 41

Top Topics

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Ai-Te Kuo, Haiquan Chen, Yu-Hsuan Kuo, Wei-Shinn Ku
Dynamic Graph Representation Learning for Depression Screening with Transformer. CoRR (2023)
Ai-Te Kuo, Haiquan Chen, Wei-Shinn Ku
BERT-Trip: Effective and Scalable Trip Representation using Attentive Contrast Learning. ICDE (2023)
Stephen Ly, Yuan Cheng, Haiquan Chen, Ted Krovetz
A Secure Distributed Learning Framework Using Homomorphic Encryption. PST (2023)
Ai-Te Kuo, Haiquan Chen, Liang Tang, Wei-Shinn Ku, Xiao Qin
ProbSky: Efficient Computation of Probabilistic Skyline Queries Over Distributed Data. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Alex Nosenko, Yuan Cheng, Haiquan Chen
Password and Passphrase Guessing with Recurrent Neural Networks. Inf. Syst. Frontiers 25 (2) (2023)
Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku
Time-sensitive POI Recommendation by Tensor Completion with Side Information. ICDE (2022)
Zizheng Liu, Shenghai Wang, Haiquan Chen, Guoyuan Li, Houxiang Zhang
Dynamic Modeling and Anti-swing Control of Double Pendulum Payload System of Overhead Crane. ICCA (2022)
Parag Paul, Wenlu Wang, Haiquan Chen, Wei-Shinn Ku
Regression-based Optimizer Statistics generation based on q-error. Big Data (2022)
Haotian Shi, Hongpeng Zhang, Dian Huo, Shuang Yu, Jun Su, Yucai Xie, Wei Li, Laihao Ma, Haiquan Chen, Yuqing Sun
An Ultrasensitive Microsensor Based on Impedance Analysis for Oil Condition Monitoring. IEEE Trans. Ind. Electron. 69 (7) (2022)
Haotian Shi, Chenzhao Bai, Yucai Xie, Wei Li, Hongpeng Zhang, Yu Liu, Yiwen Zheng, Shuyao Zhang, Yuwei Zhang, Hao Lu, Guobin Li, Yuqing Sun, Haiquan Chen
Capacitive-Inductive Magnetic Plug Sensor With High Adaptability for Online Debris Monitoring. IEEE Trans. Instrum. Meas. 71 (2022)
Ivan Mihov, Haiquan Chen, Xiao Qin, Wei-Shinn Ku, Da Yan, Yuhong Liu
MentalNet: Heterogeneous Graph Representation for Early Depression Detection. ICDM (2022)
Xiaojun Ruan, Haiquan Chen
Informed Prefetching in I/O Bounded Distributed Deep Learning. IPDPS Workshops (2021)
Haotian Shi, Yucai Xie, Hongpeng Zhang, Wei Li, Laihao Ma, Zhiwei Xu, Guobin Li, Yuqing Sun, Haiquan Chen
An Ultrasensitive Debris Microsensor for Oil Health Monitoring Based on Resistance-Inductance Parameter. IEEE Trans. Instrum. Meas. 70 (2021)
Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku
Trajectory WaveNet: A Trajectory-Based Model for Traffic Forecasting. ICDM (2021)
Alex Nosenko, Yuan Cheng, Haiquan Chen
Learning Password Modification Patterns with Recurrent Neural Networks. SKM (2021)
Shenghai Wang, Zhaopeng Ren, Guoliang Jin, Haiquan Chen
Modeling and Analysis of Offshore Crane Retrofitted With Cable-Driven Inverted Tetrahedron Mechanism. IEEE Access 9 (2021)
Arpan Man Sainju, Wenchong He, Zhe Jiang, Da Yan, Haiquan Chen
Flood Inundation Mapping with Limited Observations Based on Physics-Aware Topography Constraint. Frontiers Big Data 4 (2021)
Bo Hui, Haiquan Chen, Da Yan, Wei-Shinn Ku
EDGE: Entity-Diffusion Gaussian Ensemble for Interpretable Tweet Geolocation Prediction. ICDE (2021)
Xiaojun Ruan, Xunfei Jiang, Haiquan Chen
Cached Mapping Table Prefetching for Random Reads in Solid-State Drives. NAS (2021)
Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku
TrajNet: A Trajectory-Based Deep Learning Model for Traffic Prediction. KDD (2021)
Da Yan, Shengbin Wu, Mirza Tanzim Sami, Abdullateef Ibrahim Almudaifer, Zhe Jiang, Haiquan Chen, D. Rangaprakash, Gopikrishna Deshpande, Yueen Ma
Improving Brain Dysfunction Prediction by GAN: A Functional-Connectivity Generator Approach. IEEE BigData (2021)
Jahandad Pirayesh, Haiquan Chen, Xiao Qin, Wei-Shinn Ku, Da Yan
MentalSpot: Effective Early Screening for Depression Based on Social Contagion. CIKM (2021)
Wei Li, Haiquan Chen, Wei-Shinn Ku, Xiao Qin
Turbo-GTS: A Fast Framework of Optimizing Task Throughput for Large-Scale Mobile Crowdsourcing. ACM Trans. Spatial Algorithms Syst. 6 (1) (2020)
Wei Li, Haiquan Chen, Wei-Shinn Ku, Xiao Qin
Turbo-GTS: Scaling Mobile Crowdsourcing using Workload-Balancing Bisection Tree. SIGSPATIAL/GIS (2020)
Haiquan Chen, Wen Bin Ye
Classification of Human Activity Based on Radar Signal Using 1-D Convolutional Neural Network. IEEE Geosci. Remote. Sens. Lett. 17 (7) (2020)
Arpan Man Sainju, Wenchong He, Zhe Jiang, Da Yan, Haiquan Chen
Spatial Classification With Limited Observations Based On Physics-Aware Structural Constraint. CoRR (2020)
Jianping Zhu, Haiquan Chen, Wenbin Ye
Classification of Human Activities Based on Radar Signals using 1D-CNN and LSTM. ISCAS (2020)
Madhuri Ghorpade, Haiquan Chen, Yuhong Liu, Zhe Jiang
SMART: Emerging Activity Recognition with Limited Data for Multi-modal Wearable Sensing. IEEE BigData (2020)
Jianping Zhu, Haiquan Chen, Wenbin Ye
A Hybrid CNN-LSTM Network for the Classification of Human Activities Based on Micro-Doppler Radar. IEEE Access 8 (2020)
Xianglong Zeng, Haiquan Chen, Yuan Luo, Wenbin Ye
Automated Detection of Diabetic Retinopathy using a Binocular Siamese-Like Convolutional Network. ISCAS (2019)
Haiquan Chen, Federico Iuricich, Amr Magdy
3rd ACM SIGSPATIAL Workshop on Analytics for Local Events and News (LENS 2019): Chicago, Illinois, USA - November 5, 2018. ACM SIGSPATIAL Special 11 (3) (2019)
Xianglong Zeng, Haiquan Chen, Yuan Luo, Wen Bin Ye
Automated Diabetic Retinopathy Detection Based on Binocular Siamese-Like Convolutional Neural Network. IEEE Access 7 (2019)
Xiaojun Ruan, Haiquan Chen, Yun Tian, Shu Yin
Virtual machine allocation and migration based on performance-to-power ratio in energy-efficient clouds. Future Gener. Comput. Syst. 100 (2019)
Avik Nayak, Haiquan Chen, Xiaojun Ruan, Jinsong Ouyang
DeepSpot: Understanding Online Opinion Spam by Text Augmentation using Sentiment Encoder-Decoder Networks. LENS@SIGSPATIAL (2019)
Haiquan Chen, Xianglong Zeng, Yuan Luo, Wenbin Ye
Detection of Diabetic Retinopathy using Deep Neural Network. DSL (2018)
Ting Shen, Haiquan Chen, Wei-Shinn Ku
Time-aware location sequence recommendation for cold-start mobile users. SIGSPATIAL/GIS (2018)
Liang Tang, Haiquan Chen, Wei-Shinn Ku, Min-Te Sun
Exploiting location-aware social networks for efficient spatial query processing. GeoInformatica 21 (1) (2017)
Huansong Fu, Haiquan Chen, Yue Zhu, Weikuan Yu
FARMS: Efficient mapreduce speculation for failure recovery in short jobs. Parallel Comput. 61 (2017)
Haiquan Chen, Wei-Shinn Ku, Haixun Wang, Liang Tang, Min-Te Sun
Scaling Up Markov Logic Probabilistic Inference for Social Graphs. IEEE Trans. Knowl. Data Eng. 29 (2) (2017)
Xiaojun Ruan, Haiquan Chen
Improving Shuffle I/O performance for big data processing using hybrid storage. ICNC (2017)
Wei Li, Haiquan Chen, Wei-Shinn Ku, Xiao Qin
Scalable Spatiotemporal Crowdsourcing for Smart Cities based on Particle Filtering. SIGSPATIAL/GIS (2017)
Saranya Sadasivam, Asif Iqbal Baba, Wei-Shinn Ku, Haiquan Chen
: approximate aggregate nearest neighbor queries on road networks. MobiGIS (2015)
Xiaojun Ruan, Haiquan Chen
Performance-to-Power Ratio Aware Virtual Machine (VM) Allocation in Energy-Efficient Clouds. CLUSTER (2015)
Liang Tang, Haiquan Chen, Wei-Shinn Ku, Min-Te Sun
Parameterized spatial query processing based on social probabilistic clustering. SIGSPATIAL/GIS (2014)
Maximilian J. Wang, Guifen Mao, Haiquan Chen
Mining multivariate outliers: a mixture model-based framework. ACM Southeast Regional Conference (2014)
Wei-Shinn Ku, Haiquan Chen, Haixun Wang, Min-Te Sun
A Bayesian Inference-Based Framework for RFID Data Cleansing. IEEE Trans. Knowl. Data Eng. 25 (10) (2013)
Shu Yin, Kenli Li, Xiao Qin, Xiaojun Ruan, Haiquan Chen, Jiong Xie, Xiaomin Zhu
Reliability Analysis of Energy-Efficient Parallel Storage Systems. HPCC/EUC (2013)
Wei-Shinn Ku, Haiquan Chen, Chih-Jye Wang, Chuan-Ming Liu
Geo-Store: A Framework for Supporting Semantics-Enabled Location-Based Services. IEEE Internet Comput. 17 (2) (2013)
Haiquan Chen, Wei-Shinn Ku, Haixun Wang, Liang Tang, Min-Te Sun
LinkProbe: Probabilistic inference on large-scale social networks. ICDE (2013)
Chih-Jye Wang, Wei-Shinn Ku, Haiquan Chen
Geo-Store: a spatially-augmented SPARQL query evaluation system. SIGSPATIAL/GIS (2012)
Mohan Yang, Haixun Wang, Haiquan Chen, Wei-Shinn Ku
Querying uncertain data with aggregate constraints. SIGMOD Conference (2011)
Haiquan Chen, Wei-Shinn Ku, Min-Te Sun, Roger Zimmermann
The partial sequenced route query with traveling rules in road networks. GeoInformatica 15 (3) (2011)
Haiquan Chen, Wei-Shinn Ku, Haixun Wang
Cleansing uncertain databases leveraging aggregate constraints. ICDE Workshops (2010)
Haiquan Chen, Wei-Shinn Ku, Haixun Wang, Min-Te Sun
Leveraging spatio-temporal redundancy for RFID data cleansing. SIGMOD Conference (2010)
Haiquan Chen, Ligang Wang, Shunmei Han
Integrated Distribution Services: An Innovative Mechanism and Case Study. ICEE (2010)
Jie Bao, Haiquan Chen, Wei-Shinn Ku
PROS: a peer-to-peer system for location privacy protection on road networks. GIS (2009)
Haiquan Chen, Wei-Shinn Ku, Min-Te Sun, Roger Zimmermann
The multi-rule partial sequenced route query. GIS (2008)
Haiquan Chen, Quanxiong Zhou, Xiangke Kong
Management Innovation and Development of Manufacturer-Retailer Relationships for Large Electric Appliances Chain Stores in China. ISECS (2008)
Lei Zhang, Haiquan Chen
Meta-BCS: a novel way to BCS ranking using generalized regression neural network and genetic algorithm. ACM Southeast Regional Conference (2008)
Jianyu Xiao, Deyun Zhang, Haiquan Chen, Hao Dong
Improved Program Dependence Graph and Algorithm for Static Slicing Concurrent Programs. APPT (2005)