Haiquan Chen

Associate Professor, Computer Science, California State University, Sacramento

Joined

January 2023

Names

Haiquan Chen (Preferred)

Emails

****@csus.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor

Computer Science, California State University, Sacramento (csus.edu)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Wei-Shinn Ku

2007 – 2011

Expertise

Deep Learning for Healthcare

Present

Graph Representation Learning

Present

Large Language Models

Present

Transformers and Graph Neural Networks

Present

Spatio-temporal and Heterogeneous Data

Present

Publications

Time-sensitive POI Recommendation by Tensor Completion with Side Information
Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku
- 2022 (modified: 18 Jan 2023)
- ICDE 2022
- Readers: Everyone
Flood Inundation Mapping with Limited Observations Based on Physics-Aware Topography Constraint
Arpan Man Sainju, Wenchong He, Zhe Jiang, Da Yan, Haiquan Chen
- 2021 (modified: 08 Sept 2021)
- Frontiers Big Data 2021
- Readers: Everyone
TrajNet: A Trajectory-Based Deep Learning Model for Traffic Prediction
Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku
- 2021 (modified: 18 Jan 2023)
- KDD 2021
- Readers: Everyone
MentalSpot: Effective Early Screening for Depression Based on Social Contagion
Jahandad Pirayesh, Haiquan Chen, Xiao Qin, Wei-Shinn Ku, Da Yan
- 2021 (modified: 18 Jan 2023)
- CIKM 2021
- Readers: Everyone
Trajectory WaveNet: A Trajectory-Based Model for Traffic Forecasting
Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku
- 2021 (modified: 18 Jan 2023)
- ICDM 2021
- Readers: Everyone
Improving Brain Dysfunction Prediction by GAN: A Functional-Connectivity Generator Approach
Da Yan, Shengbin Wu, Mirza Tanzim Sami, Abdullateef Ibrahim Almudaifer, Zhe Jiang, Haiquan Chen, D. Rangaprakash, Gopikrishna Deshpande, Yueen Ma
- 2021 (modified: 18 Jan 2023)
- IEEE BigData 2021
- Readers: Everyone
EDGE: Entity-Diffusion Gaussian Ensemble for Interpretable Tweet Geolocation Prediction
Bo Hui, Haiquan Chen, Da Yan, Wei-Shinn Ku
- 2021 (modified: 18 Jan 2023)
- ICDE 2021
- Readers: Everyone
Cached Mapping Table Prefetching for Random Reads in Solid-State Drives
Xiaojun Ruan, Xunfei Jiang, Haiquan Chen
- 2021 (modified: 22 Jan 2023)
- NAS 2021
- Readers: Everyone
Learning Password Modification Patterns with Recurrent Neural Networks
Alex Nosenko, Yuan Cheng, Haiquan Chen
- 2021 (modified: 22 Jan 2023)
- SKM 2021
- Readers: Everyone
Informed Prefetching in I/O Bounded Distributed Deep Learning
Xiaojun Ruan, Haiquan Chen
- 2021 (modified: 22 Jan 2023)
- IPDPS Workshops 2021
- Readers: Everyone

View all 41 publications

Co-Authors

View all 52 co-authors