Integration of text and geospatial search for hydrographic datasets using the lucene search library. - Matthew Y. R. Yang; Siwen Yang; Jimmy Lin (JCDL, 2022)

Less is More: Parameter-Free Text Classification with Gzip. - Zhiying Jiang; Matthew Y. R. Yang; Mikhail Tsirlin; Raphael Tang; Jimmy Lin (CoRR, 2022)

"Low-Resource" Text Classification: A Parameter-Free Classification Method with Compressors. - Zhiying Jiang; Matthew Y. R. Yang; Mikhail Tsirlin; Raphael Tang; Yiqin Dai; Jimmy Lin (ACL (Findings), 2023)

Disguised Copyright Infringement of Latent Diffusion Models. - Yiwei Lu 001; Matthew Y. R. Yang; Zuoqiu Liu; Gautam Kamath 001; Yaoliang Yu (ICML, 2024)

Indiscriminate Data Poisoning Attacks on Pre-trained Feature Extractors. - Yiwei Lu 001; Matthew Y. R. Yang; Gautam Kamath 001; Yaoliang Yu (SaTML, 2024)

Optimizing Test-Time Compute via Meta Reinforcement Fine-Tuning. - Yuxiao Qu; Matthew Y. R. Yang; Amrith Setlur; Lewis Tunstall; Edward Emanuel Beeching; Ruslan Salakhutdinov; Aviral Kumar (CoRR, 2025)

e3: Learning to Explore Enables Extrapolation of Test-Time Compute for LLMs. - Amrith Setlur; Matthew Y. R. Yang; Charlie Snell; Jeremy Greer; Ian Wu; Virginia Smith; Max Simchowitz; Aviral Kumar (CoRR, 2025)