Adapting to Skew: Imputing Spatiotemporal Urban Data with 3D Partial Convolutions and Biased Masking. - Bin Han 011; Bill Howe (CoRR, 2023)

Urban Spatiotemporal Data Synthesis via Neural Disaggregation. - Bin Han 011; Bill Howe (CoRR, 2023)

Top-down Green-ups: Satellite Sensing and Deep Models to Predict Buffelgrass Phenology. - Lucas Rosenblatt; Bin Han 011; Erin Posthumus; Theresa Crimmins; Bill Howe (CoRR, 2023)

Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings. - Robert Wolfe; Isaac Slaughter; Bin Han 011; Bingbing Wen; Yiwei Yang 009; Lucas Rosenblatt; Bernease Herman; Eva Maxfield Brown; Zening Qu; Nic Weber; Bill Howe (FAccT, 2024)

Towards Zero-Shot Annotation of the Built Environment with Vision-Language Models. - Bin Han 011; Yiwei Yang 009; Anat Caspi; Bill Howe (SIGSPATIAL/GIS, 2024)

SARN: Structurally-Aware Recurrent Network for Spatio-Temporal Disaggregation. - Bin Han 011; Bill Howe (SIGSPATIAL/GIS, 2024)

Geospatial Imputation of Urban Mobility Data with Self-Supervised Learning. - Bin Han 011; Bill Howe (HICSS, 2024)

Towards Zero-Shot Annotation of the Built Environment with Vision-Language Models (Vision Paper). - Bin Han 011; Yiwei Yang 009; Anat Caspi; Bill Howe (CoRR, 2024)

Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs. - Chenjun Xu; Bingbing Wen; Bin Han 011; Robert Wolfe; Lucy Lu Wang; Bill Howe (ACL (Findings), 2025)

Cross-Lingual Text Classification with Large Language Models. - Bin Han 011; Sean T. Yang; Christopher LuVogt (WWW (Companion Volume), 2025)

Fragments to Facts: Partial-Information Fragment Inference from LLMs. - Lucas Rosenblatt; Bin Han 011; Robert Wolfe; Bill Howe (CoRR, 2025)

MMMG: a Comprehensive and Reliable Evaluation Suite for Multitask Multimodal Generation. - Jihan Yao; Yushi Hu; Yujie Yi; Bin Han 011; Shangbin Feng; Guang Yang 046; Bingbing Wen; Ranjay Krishna; Lucy Lu Wang; Yulia Tsvetkov; Noah A. Smith; Banghua Zhu (CoRR, 2025)

Can Large Language Models Integrate Spatial Data? Empirical Insights into Reasoning Strengths and Computational Weaknesses. - Bin Han 011; Robert Wolfe; Anat Caspi; Bill Howe (CoRR, 2025)