Howe, Bill

8 publications

NeurIPS 2025 Escaping the SpuriVerse: Can Large Vision-Language Models Generalize Beyond Seen Spurious Correlations? Yiwei Yang, Chung Peng Lee, Shangbin Feng, Dora Zhao, Bingbing Wen, Anthony Zhe Liu, Yulia Tsvetkov, Bill Howe

ICML 2025 Fragments to Facts: Partial-Information Fragment Inference from LLMs Lucas Rosenblatt, Bin Han, Robert Wolfe, Bill Howe

CVPR 2024 Label-Efficient Group Robustness via Out-of-Distribution Concept Curation Yiwei Yang, Anthony Z. Liu, Robert Wolfe, Aylin Caliskan, Bill Howe

NeurIPSW 2024 Mitigating Overconfidence in Large Language Models: A Behavioral Lens on Confidence Estimation and Calibration Bingbing Wen, Chenjun Xu, Bin Han, Robert Wolfe, Lucy Lu Wang, Bill Howe

NeurIPS 2022 Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification Sean Yang, Bernease Herman, Bill Howe

AAAI 2020 Fairness-Aware Demand Prediction for New Mobility An Yan, Bill Howe

IJCAI 2018 EZLearn: Exploiting Organic Supervision in Automated Data Annotation Maxim Grechkin, Hoifung Poon, Bill Howe

AAAI 2015 Time-Varying Clusters in Large-Scale Flow Cytometry Jeremy Hyrkas, Daniel Halperin, Bill Howe