Published Research
FUSE-Traffic: Fusion of Unstructured and Structured Data for Event-aware Traffic Forecasting
Authors: C. Yu, X. Xie, Y. Huang, C. Qiu
Conference: International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL)
ViT-RefineNet for Directional Signal Radio Map Reconstruction from Sparse Samples
Authors: L. Ye, T. Le, Y. Huang
Conference: International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL)
EfficientLocNet: High-Performance and Lightweight Radio Source Localization with Multi-Scale Attention
Authors: T. Le, S. Yadav, X. Xie, C. Qiu, X. Li, Y. Huang
Conference: International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL)
RoLocMe: A Robust Multi-agent Source Localization System with Learning-based Map Estimation
Authors: T. Le, L. Ye, Y. Huang
Conference: International Joint Conference on Artificial Intelligence (IJCAI)
Harnessing llms for cross-city od flow prediction
Authors: C. Yu, X. Xie, Y. Huang, C. Qiu
Conference: International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL)
Localization Through Deep Learning in New and Low Sampling Rate Environments
Authors: T. Le, Y. Huang
Conference: Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD)
Analyzing Large Language Models’ Capability in Location Prediction
Authors: Z. Xiao, Y. Huang, E. Blanco
Conference: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING)
Protecting Vehicle Location Privacy with Contextually-Driven Synthetic Location Generation
Authors: S. Yadav, C. Yu, X. Xie, Y. Huang, C. Qiu
Conference: International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL)
Radio Map Estimation with Deep Dual Path Autoencoders and Skip Connection Learning
Authors: W. Locke, N. Lokhmachev, Y. Huang, X. Li
Conference: IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC)
Improving the Reusability of Pre-trained Language Models in Real-world Applications
Authors: S. Ghanbarzadeh, H. Palangi, Y. Huang, R. Moreno, H. Khanpour
Conference: IEEE International Conference on Information Reuse and Integration (IRI)
A Universal Scheme for Partitioned Dynamic Shortest Path Index
Authors: M. Zhang, X. Zhou, L. Li, Z. Liu, G. Trajcevski, Y. Huang, X. Zhou
Conference: Consortium for Reliability and Reproducibility (CoRR)
Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models
Authors: S. Ghanbarzadeh, Y. Huang, H. Palangi, R. Moreno, H. Khanpour
Conference: Findings of the Association for Computational Linguistics: ACL
Context Helps Determine Spatial Knowledge from Tweets
Authors: Z. Xiao, Y. Huang, E. Blanco
Conference: Findings of the Association for Computational Linguistics: IJCNLP-AACL (Findings)
Data and Resources Paper: A Multi-granularity Decade-Long Geo-Tagged Twitter Dataset for Spatial Computing
Authors: Y. Feng, Z. Meng, C. Clemmer, H. Fan, Y. Huang
Conference: International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL)
Proceedings of the 8th ACM SIGSPATIAL International Workshop on Security Response using GIS
Authors: Y. Huang, J. Thill, H. Zhang, D. Guo, Y. Liu, W. Xu, B. Chen
Conference: International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL)