Hsun-Ping Hsieh

88 papers A* 10A 13B 3Journal 19Unranked 41
YearRankTypeTitle / Venue / Authors
2026 A conf
A Two-Stage Anomaly-Aware Framework for Robust Traffic Forecasting with Memory-Guided GNNs.
WSDM
Pei-Xuan Li, Cheng-Ru Chou, Jhe-Wei Tsai, Hsun-Ping Hsieh
2026 J jnl
STGym: A Modular Benchmark for Spatio-Temporal Networks With a Survey and Case Study on Traffic Forecasting.
IEEE Trans. Big Data
Chun-Wei Shen, Jia-Wei Jiang, Hsun-Ping Hsieh
2025 J jnl
Dual Attention with Self-Adaptive Negative Sampling for Session-Based Recommendation.
ACM Trans. Manag. Inf. Syst.
Yu-Chen Chen, Pei-Xuan Li, Hsun-Ping Hsieh, Chris Shei
2025 J jnl
Enhancing POI Recommendation through Global Graph Disentanglement with POI Weighted Module.
CoRR
Pei-Xuan Li, Wei-Yun Liang, Fandel Lin, Hsun-Ping Hsieh
2025 — conf
FOG: Interpretable Feature-Oriented Graph Neural Networks for Tabular Data Prediction.
PAKDD (7)
Teng-Yuan Tsou, Pei-Xuan Li, Fandel Lin, Hsun-Ping Hsieh
2025 — conf
GRIDS: A Geospatial AI System for Land Boundary Demarcation and Scheduling.
ICDM (Workshops)
Min-Huan Tsai, Chia-Chen Tsai, En-Zuo Huang, Pei-Xuan Li, Hsun-Ping Hsieh, Yu-Yin Wang, Tzu-Chang Lee
2025 — conf
M3: Recommendation via Attention-Graph Cluster Q-Learning with Multi-Scale Spatial Heterogeneity for Multi-Purpose, Multi-Stakeholder Green Attractions in Transportation.
SIGSPATIAL/GIS
Shih-Yu Lai, Tzu-Hsin Hsieh, Pei-Chi Tsai, Chao-Chun Kung, Sing-Kai Ling, Hsun-Ping Hsieh
2025 — conf
Multi-modal Spatio-temporal Forecasting in Sensor-less Regions: A Dual-stage Graph Approach from Disease to Crime.
SIGSPATIAL/GIS
Pei-Xuan Li, Hsun-Ping Hsieh
2025 J jnl
Prediction for Sensor-Less Locations Using Multi-View Graph Fusion Approach with Approximation Module: A Case Study on Dengue Fever Risk Sensor.
ACM Trans. Intell. Syst. Technol.
Pei-Xuan Li, Hsun-Ping Hsieh
2025 — conf
Prediction of Dengue Incidents: A Spatio-Temporal Approach with SEIR and Graph Neural Networks.
SIGSPATIAL/GIS
Cheng-Ru Chou, Wei-Wei Hsu, Hsun-Ping Hsieh
2025 — conf
Session-Based Recommendation with Multi-granularity User Intent and Dual-Channel Sparse Graph Attention Networks.
PAKDD (3)
Pei-Xuan Li, Chia-Lung Lin, Hsun-Ping Hsieh
2025 A conf
Spatial Modeling with Automated Machine Learning and Gaussian Process Regression Techniques for Imputing Wafer Acceptance Test Data.
DATE
Ming-Chun Wei, Chun-Wei Shen, Hsun-Ping Hsieh
2024 — conf
A Hierarchy-Aware Approach to Cross-Region Spatial-Temporal Inference of Unarchived Event in Urban Mobility Infrastructure.
DASFAA (1)
Fandel Lin, Hsun-Ping Hsieh
2024 — conf
ACCEPT: A Context-Sensitive, Configurable, and Extensible Prediction Tool using Grid-based Data Processing and Neural Networks in Geospatial Decision Support.
SIGSPATIAL/GIS
Teng-Yuan Tsou, Shih-Yu Lai, Hsuan-Ching Chen, Jung-Tsang Yeh, Pei-Xuan Li, Tzu-Chang Lee, Hsun-Ping Hsieh
2024 J jnl
Enhancing Robust Liver Cancer Diagnosis: A Contrastive Multi-Modality Learner with Lightweight Fusion and Effective Data Augmentation.
ACM Trans. Comput. Heal.
Pei-Xuan Li, Hsun-Ping Hsieh, Yang Fan Chiang, Ding-You Wu, Ching-Chung Ko
2024 J jnl
Estimating Future Financial Development of Urban Areas for Deploying Bank Branches: A Local-Regional Interpretable Model.
ACM Trans. Manag. Inf. Syst.
Pei-Xuan Li, Yu-En Chang, Ming-Chun Wei, Hsun-Ping Hsieh
2024 — conf
GreenSpot: Improving Public Transport with GIS-Based AR and Cluster-GCN Recommendation.
SIGSPATIAL/GIS
Shih-Yu Lai, Tzu-Hsin Hsieh, Sing-Kai Ling, Pei-Chi Tsai, Chao-Chun Kung, Hsun-Ping Hsieh
2024 A conf
LINKin-PARK: Land Valuation Information and Knowledge in Predictive Analysis and Reporting Kit via Dual Attention-DCCNN.
CIKM
Teng-Yuan Tsou, Shih-Yu Lai, Hsuan-Ching Chen, Jung-Tsang Yeh, Pei-Xuan Li, Tzu-Chang Lee, Hsun-Ping Hsieh
2024 J jnl
Top-N music recommendation framework for precision and novelty under diversity group size and similarity.
J. Intell. Inf. Syst.
Shih-Han Chen, Sok-Ian Sou, Hsun-Ping Hsieh
2023 — conf
Enhancing Urban Crowd Monitoring through Predictive Modelling System with Diverse Geospatial Datasets.
ACIS
Hsun-Ping Hsieh, Tzu-Chang Lee, Shih-Yu Lai, Pei-Chi Tsai, Tzu-Hsin Hsieh
2023 J jnl
Exploiting Network Structure in Multi-criteria Distributed and Competitive Stationary-resource Searching.
ACM Trans. Spatial Algorithms Syst.
Fandel Lin, Hsun-Ping Hsieh
2023 — conf
Exploring Feature Fusion from A Contrastive Multi-Modality Learner for Liver Cancer Diagnosis.
MMAsia
Yang Fan Chiang, Pei-Xuan Li, Ding-You Wu, Hsun-Ping Hsieh, Ching-Chung Ko
2023 — conf
Forecasting Dengue Fever Risk in Regions without Sensors Using Multi-View Graph Fusion Recurrent Neural Network.
SIGSPATIAL/GIS
Pei-Xuan Li, Hsun-Ping Hsieh
2023 J jnl
Multi-Performance Estimation for Deploying Bank Branches Based on a Multi-Task Attentive Tree-Enhanced Model.
IEEE Trans. Emerg. Top. Comput. Intell.
Hsun-Ping Hsieh, Bao-Hong Lai, Yu-Wen Chen, Yu-En Chang
2023 A* conf
PEPO: Petition Executing Processing Optimizer Based on Natural Language Processing.
SIGIR
Yin-Wei Chiu, Hsiao-Ching Huang, Cheng-Ju Lee, Hsun-Ping Hsieh
2023 A conf
ParkFlow: Intelligent Dispersal for Mitigating Parking Shortages Using Multi-Granular Spatial-Temporal Analysis.
CIKM
Yang Fan Chiang, Chun-Wei Shen, Jhe-Wei Tsai, Pei-Xuan Li, Tzu-Chang Lee, Hsun-Ping Hsieh
2023 — conf
Survival Factors Analysis of Out-of-Hospital Cardiac Arrest Patients via Effective Data Cleaning Techniques and Explainable Machine Learning.
TAAI (2)
Zi-Yi Lu, Hsun-Ping Hsieh
2023 — conf
Transient Group Recommendation for Shared Environment using Check-in and Tag Data.
ICKII
Hsin-Wei Li, Hsun-Ping Hsieh, Sok-Ian Sou
2022 J jnl
A Decision Framework to Recommend Cruising Locations for Taxi Drivers under the Constraint of Booking Information.
ACM Trans. Manag. Inf. Syst.
Hsun-Ping Hsieh, Fandel Lin, Nai-Yu Chen, Tzu-Hsin Yang
2022 J jnl
A Grid-Based Two-Stage Parallel Matching Framework for Bi-Objective Euclidean Traveling Salesman Problem.
ACM Trans. Spatial Algorithms Syst.
Fandel Lin, Hsun-Ping Hsieh
2022 J jnl
A Joint Passenger Flow Inference and Path Recommender System for Deploying New Routes and Stations of Mass Transit Transportation.
ACM Trans. Knowl. Discov. Data
Fandel Lin, Hsun-Ping Hsieh
2022 J jnl
Traveling Transporter Problem: Arranging a New Circular Route in a Public Transportation System Based on Heterogeneous Non-Monotonic Urban Data.
ACM Trans. Intell. Syst. Technol.
Fandel Lin, Hsun-Ping Hsieh
2021 — conf
An Interpretable Deep Learning Framework for Assessing Financial Potential of Urban Spaces.
SIGSPATIAL/GIS
Yu-En Chang, Hsun-Ping Hsieh
2021 — conf
Conntrans: A Two-Stage Concentric Annealing Approach for Multi-Criteria Distributed Competitive Stationary Resource Searching.
SIGSPATIAL/GIS
Fandel Lin, Hsun-Ping Hsieh
2021 — conf
Dual-Attention Multi-Scale Graph Convolutional Networks for Highway Accident Delay Time Prediction.
SIGSPATIAL/GIS
I-Ying Wu, Fandel Lin, Hsun-Ping Hsieh
2021 B conf
Object Detection on Embedded Systems for Traffic in Asian Countries.
ICMR
Bao-Hong Lai, Hsun-Ping Hsieh
2021 J jnl
Predicting the Success of Mediation Requests Using Case Properties and Textual Information for Reducing the Burden on the Court.
Digit. Gov. Res. Pract.
Hsun-Ping Hsieh, Jiawei Jiang, Tzu-Hsin Yang, Renfen Hu, Cheng-Lin Wu
2020 — conf
A Convolutional Approach for Estimating Popularity of New Branch Stores.
WWW (Companion Volume)
Fandel Lin, Hsun-Ping Hsieh
2020 B conf
A Gaussian-Prioritized Approach for Deploying Additional Route on Existing Mass Transportation with Neural-Network-Based Passenger Flow Inference.
CEC
Fandel Lin, Jie-Yu Fang, Hsun-Ping Hsieh
2020 A* conf
A Goal-Prioritized Algorithm for Additional Route Deployment on Existing Mass Transportation System.
ICDM
Fandel Lin, Hsun-Ping Hsieh
2020 — conf
A Multi-criteria System for Recommending Taxi Routes with an Advance Reservation.
ECML/PKDD (4)
Jie-Yu Fang, Fandel Lin, Hsun-Ping Hsieh
2020 — conf
A Route-Affecting Region Based Approach for Feature Extraction in Transportation Route Planning.
ECML/PKDD (4)
Fandel Lin, Hsun-Ping Hsieh, Jie-Yu Fang
2020 B conf
An Efficient Method for Recommending Branch Locations to Reduce the Transportation Distance between Stations and Urban Events.
MDM
Sheng-Ting Chien, Fandel Lin, Chiunghui Tsai, Hsun-Ping Hsieh
2020 — conf
Customizing Your Own Route with QQIP. A Quantitative and Qualitative Itinerary Planner for New Transportation Routes.
WWW (Companion Volume)
Fandel Lin, Jie-Yu Fang, Hsun-Ping Hsieh
2020 — conf
Detection of Illegal Parking Events Using Spatial-Temporal Features.
SIGSPATIAL/GIS
Jiawei Jiang, Yu-Chen Chen, Hsun-Ping Hsieh
2020 A conf
HPCF: Hybrid Music Group Recommendation System based on Item Popularity and Collaborative Filtering.
ICS
Shih-Han Chen, Sok-Ian Sou, Hsun-Ping Hsieh
2020 A conf
Room-based Playlist Arrangement System using Group Recommendation.
ICS
Hsin-Wei Li, Sok-Ian Sou, Hsun-Ping Hsieh
2020 A conf
The MuTube Dataset for Music Listening History Retrieval and Recommendation System.
ICS
Yi-Chen Wang, Pei-Lin Yang, Sok-Ian Sou, Hsun-Ping Hsieh
2020 — conf
Traffic Light Control with Real-Time Vehicle License Plate Recognition.
WWW (Companion Volume)
Fandel Lin, Shiuan-Tyng Lin, Jie-Yu Fang, Hsun-Ping Hsieh
2019 J jnl
Inferring Online Social Ties from Offline Geographical Activities.
ACM Trans. Intell. Syst. Technol.
Hsun-Ping Hsieh, Cheng-Te Li
2019 J jnl
Temporal popularity prediction of locations for geographical placement of retail stores.
Knowl. Inf. Syst.
Hsun-Ping Hsieh, Fandel Lin, Cheng-Te Li, Ian En-Hsu Yen, Hsin-Yu Chen
2018 — conf
An intelligent and interactive route planning maker for deploying new transportation services.
SIGSPATIAL/GIS
Fandel Lin, Hsun-Ping Hsieh
2018 J jnl
On route planning by inferring visiting time, modeling user preferences, and mining representative trip patterns.
Knowl. Inf. Syst.
Cheng-Te Li, Hsin-Yu Chen, Ren-Hao Chen, Hsun-Ping Hsieh
2018 — ch.
Opinion Diffusion and Analysis on Social Networks.
Encyclopedia of Social Network Analysis and Mining. 2nd Ed.
Cheng-Te Li, Hsun-Ping Hsieh, Tsung-Ting Kuo, Shou-De Lin
2018 J jnl
SRC: an intelligent and interactive route planning maker for deploying new transportation services.
ACM SIGSPATIAL Special
Fandel Lin, Hsun-Ping Hsieh
2016 A* conf
Socialized Language Model Smoothing via Bi-directional Influence Propagation on Social Networks.
WWW
Rui Yan, Cheng-Te Li, Hsun-Ping Hsieh, Po Hu, Xiaohua Hu, Tingting He
2016 — conf
Will I Win Your Favor? Predicting the Success of Altruistic Requests.
PAKDD (1)
Hsun-Ping Hsieh, Rui Yan, Cheng-Te Li
2015 A* conf
Dissecting Urban Noises from Heterogeneous Geo-Social Media and Sensor Data.
ACM Multimedia
Hsun-Ping Hsieh, Rui Yan, Cheng-Te Li
2015 — conf
Estimating Potential Customers Anywhere and Anytime Based on Location-Based Social Networks.
ECML/PKDD (2)
Hsun-Ping Hsieh, Cheng-Te Li, Shou-De Lin
2015 — conf
Geo-Social Media Analytics.
WWW (Companion Volume)
Cheng-Te Li, Hsun-Ping Hsieh
2015 A* conf
I See You: Person-of-Interest Search in Social Networks.
SIGIR
Hsun-Ping Hsieh, Cheng-Te Li, Rui Yan
2015 A* conf
Inferring Air Quality for Station Location Recommendation Based on Urban Big Data.
KDD
Hsun-Ping Hsieh, Shou-De Lin, Yu Zheng
2015 A* conf
Measuring and Recommending Time-Sensitive Routes from Location-based Data.
IJCAI
Hsun-Ping Hsieh, Cheng-Te Li, Shou-De Lin
2015 A conf
T-Gram: A Time-Aware Language Model to Predict Human Mobility.
ICWSM
Hsun-Ping Hsieh, Cheng-Te Li, Xiaoqing Gao
2015 A* conf
What Makes New York So Noisy?: Reasoning Noise Pollution by Mining Multimodal Geo-Social Big Data.
ACM Multimedia
Hsun-Ping Hsieh, Tzu-Chi Yen, Cheng-Te Li
2015 A conf
Where You Go Reveals Who You Know: Analyzing Social Ties from Millions of Footprints.
CIKM
Hsun-Ping Hsieh, Rui Yan, Cheng-Te Li
2014 — conf
Inferring social relationships from mobile sensor data.
WWW (Companion Volume)
Hsun-Ping Hsieh, Cheng-Te Li
2014 — conf
Inferring visiting time distributions of locations from incomplete check-in data.
WWW (Companion Volume)
Hsun-Ping Hsieh, Cheng-Te Li
2014 J jnl
Measuring and Recommending Time-Sensitive Routes from Location-Based Data.
ACM Trans. Intell. Syst. Technol.
Hsun-Ping Hsieh, Cheng-Te Li, Shou-De Lin
2014 — conf
Mining Time-Aware Transit Patterns for Route Recommendation in Big Check-in Data.
PAKDD Workshops
Hsun-Ping Hsieh, Cheng-Te Li
2014 A conf
Mining and Planning Time-aware Routes from Check-in Data.
CIKM
Hsun-Ping Hsieh, Cheng-Te Li
2014 A conf
MobiCrowd: simulating crowds with periodic and social mobility.
AAMAS
Cheng-Te Li, Hsun-Ping Hsieh
2014 — ch.
Opinion Diffusion and Analysis on Social Networks.
Encyclopedia of Social Network Analysis and Mining
Cheng-Te Li, Hsun-Ping Hsieh, Tsung-Ting Kuo, Shou-De Lin
2014 A conf
Traveling Path Recommendation Using Temporal Transit Patterns.
ICWSM
Hsun-Ping Hsieh, Cheng-Te Li
2014 — conf
Trip Router: A Time-Sensitive Route Recommender System.
ICDM Workshops
Hsun-Ping Hsieh, Cheng-Te Li, Shou-De Lin
2013 — conf
Constructing trip routes with user preference from location check-in data.
UbiComp (Adjunct Publication)
Hsun-Ping Hsieh, Cheng-Te Li
2013 — conf
Time-Sensitive Route Planning Using Location-Based Data.
ICDM Workshops
Hsun-Ping Hsieh, Cheng-Te Li, Shou-De Lin
2013 A* conf
U-Air: when urban air quality inference meets big data.
KDD
Yu Zheng, Furui Liu, Hsun-Ping Hsieh
2012 A conf
Composing Traveling Paths from Location-Based Services.
ICWSM
Hsun-Ping Hsieh, Cheng-Te Li
2012 — conf
CrowDiffuse: information diffusion over crowds with social network.
SIGGRAPH Posters
Cheng-Te Li, Hsun-Ping Hsieh, Shou-De Lin
2012 — conf
Exploiting large-scale check-in data to recommend time-sensitive routes.
UrbComp@KDD
Hsun-Ping Hsieh, Cheng-Te Li, Shou-De Lin
2012 — conf
Finding influential seed successors in social networks.
WWW (Companion Volume)
Cheng-Te Li, Hsun-Ping Hsieh, Shou-De Lin, Man-Kwan Shan
2012 — conf
Frequent temporal social behavior search in information networks.
WWW (Companion Volume)
Hsun-Ping Hsieh, Cheng-Te Li, Shou-De Lin
2012 — conf
TripRec: recommending trip routes from large scale check-in data.
WWW (Companion Volume)
Hsun-Ping Hsieh, Cheng-Te Li, Shou-De Lin
2011 — conf
BeTracker: A System for Finding Behavioral Patterns from Contextual Sensor and Social Data.
ICDM Workshops
Hsun-Ping Hsieh, Cheng-Te Li, Shou-De Lin
2011 A* conf
PhotoFeel: feeling your photo collection with graph-based audiovisual flocking.
ACM Multimedia
Cheng-Te Li, Hsun-Ping Hsieh, Shou-De Lin
2010 — conf
Mining Temporal Subgraph Patterns in Heterogeneous Information Networks.
SocialCom/PASSAT
Hsun-Ping Hsieh, Cheng-Te Li
2010 — conf
SocioCrowd: a social-network-based framework for crowd simulation.
SIGGRAPH Posters
Cheng-Te Li, Hsun-Ping Hsieh, Tsung-Ting Kuo, Shou-De Lin