When are Deep Networks really better than Random Forests at small sample sizes? - Haoyin Xu; Michael Ainsworth; Yu-Chung Peng; Madi Kusmanov; Sambit Panda; Joshua T. Vogelstein (CoRR, 2021)

Streaming Decision Trees and Forests. - Haoyin Xu; Jayanta Dey; Sambit Panda; Joshua T. Vogelstein (CoRR, 2021)

Non-native English Speakers Are Not Disadvantageous in Humor Appreciation, but Detection, Compared with Native Speakers. - Masaki Nakanishi; Haoyin Xu; Seana Coulson (CogSci, 2022)

The Association between Humor Comprehension and Subjective Social Well-being in Non-native English Speakers. - Haoyin Xu; Masaki Nakanishi; Seana Coulson (CogSci, 2022)

Out-of-distribution Detection Using Kernel Density Polytopes. - Jayanta Dey; Ashwin De Silva; Will LeVine; Jong M. Shin; Haoyin Xu; Ali Geisa; Tiffany Chu; Leyla Isik; Joshua T. Vogelstein (CoRR, 2022)

Exploring the Effect of Socio-linguistic Competence in Native and Non-native English Speakers on Visual and Auditory Humor Comprehension. - Haoyin Xu; Masaki Nakanishi; Seana Coulson (CogSci, 2023)

Simple Calibration via Geodesic Kernels. - Jayanta Dey; Haoyin Xu; Ashwin De Silva; Joshua T. Vogelstein (Trans. Mach. Learn. Res., 2025)