Bin Han

According to our database, Bin Han authored at least 13 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Can Large Language Models Integrate Spatial Data? Empirical Insights into Reasoning Strengths and Computational Weaknesses.

Bin Han, Robert Wolfe, Anat Caspi, Bill Howe

CoRR, August, 2025

MMMG: a Comprehensive and Reliable Evaluation Suite for Multitask Multimodal Generation.

Jihan Yao, Yushi Hu, Yujie Yi, Bin Han, Shangbin Feng, Guang Yang, Bingbing Wen, Ranjay Krishna, Lucy Lu Wang, Yulia Tsvetkov, Noah A. Smith, Banghua Zhu

CoRR, May, 2025

Fragments to Facts: Partial-Information Fragment Inference from LLMs.

Lucas Rosenblatt, Bin Han, Robert Wolfe, Bill Howe

CoRR, May, 2025

Cross-Lingual Text Classification with Large Language Models.

Bin Han, Sean T. Yang, Christopher LuVogt

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs.

Chenjun Xu, Bingbing Wen, Bin Han, Robert Wolfe, Lucy Lu Wang, Bill Howe

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Towards Zero-Shot Annotation of the Built Environment with Vision-Language Models (Vision Paper).

Bin Han, Yiwei Yang, Anat Caspi, Bill Howe

CoRR, 2024

Geospatial Imputation of Urban Mobility Data with Self-Supervised Learning.

Bin Han, Bill Howe

Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

SARN: Structurally-Aware Recurrent Network for Spatio-Temporal Disaggregation.

Bin Han, Bill Howe

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Towards Zero-Shot Annotation of the Built Environment with Vision-Language Models.

Bin Han, Yiwei Yang, Anat Caspi, Bill Howe

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings.

Robert Wolfe, Isaac Slaughter, Bin Han, Bingbing Wen, Yiwei Yang, Lucas Rosenblatt, Bernease Herman, Eva Maxfield Brown, Zening Qu, Nic Weber, Bill Howe

Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency, 2024

2023

Top-down Green-ups: Satellite Sensing and Deep Models to Predict Buffelgrass Phenology.

Lucas Rosenblatt, Bin Han, Erin Posthumus, Theresa Crimmins, Bill Howe

CoRR, 2023

Urban Spatiotemporal Data Synthesis via Neural Disaggregation.

Bin Han, Bill Howe

CoRR, 2023

Adapting to Skew: Imputing Spatiotemporal Urban Data with 3D Partial Convolutions and Biased Masking.

Bin Han, Bill Howe

CoRR, 2023