AutoML Decathlon: Diverse Tasks, Modern Methods, and Efficiency at Scale. - Nicholas Roberts; Samuel Guo; Cong Xu; Ameet Talwalkar; David Lander; Lvfang Tao; Linhang Cai; Shuaicheng Niu; Jianyu Heng; Hongyang Qin; Minwen Deng; Johannes Hog; et al. (NeurIPS (Competition and Demos), 2021)

Don't Look Up: Ubiquitous Data Exfiltration Pathways in Commercial Spaces. - Anku Adhikari; Samuel Guo; Paris Smaragdis; Marianne Winslett (CoRR, 2022)

Pretrained Hybrids with MAD Skills. - Nicholas Roberts; Samuel Guo; Zhiqi Gao; Satya Sai Srinath Namburi; Sonia Cromp; Chengjun Wu; Chengyu Duan; Frederic Sala (CoRR, 2024)

MoRe Fine-Tuning with 10x Fewer Parameters. - Wenxuan Tan; Nicholas Carl Roberts; Tzu-Heng Huang; Jitian Zhao; John Cooper; Samuel Guo; Chengyu Duan; Frederic Sala (CoRR, 2024)

Tabby: Tabular Data Synthesis with Language Models. - Sonia Cromp; Satya Sai Srinath Namburi GNVV; Mohammed Alkhudhayri; Catherine Cao; Samuel Guo; Nicholas Carl Roberts; Frederic Sala (CoRR, 2025)