Cloud-Based Software Platform for Big Data Analytics in Smart Grids. - Yogesh Simmhan; Saima Aman; Alok Gautam Kumbhare; Rongyang Liu; Sam Stevens 001; Qunzhi Zhou; Viktor K. Prasanna (Comput. Sci. Eng., 2013)

Understanding How BERT Learns to Identify Edits. - Samuel Stevens 001; Yu Su 001 (CoRR, 2020)

An Investigation of Language Model Interpretability via Sentence Editing. - Samuel Stevens 001; Yu Su 001 (BlackboxNLP@EMNLP, 2021)

arXivEdits: Understanding the Human Revision Process in Scientific Writing. - Chao Jiang; Wei Xu 004; Samuel Stevens 001 (EMNLP, 2022)

Bootstrapping a User-Centered Task-Oriented Dialogue System. - Shijie Chen; Ziru Chen; Xiang Deng 001; Ashley Lewis; Lingbo Mo; Samuel Stevens 001; Zhen Wang 041; Xiang Yue; Tianshu Zhang 001; Yu Su 001; Huan Sun 001 (CoRR, 2022)

A Framework for Autonomic Computing for In Situ Imageomics. - Jenna Kline; Christopher Stewart; Tanya Y. Berger-Wolf; Michelle Ramirez; Samuel Stevens 001; Reshma Ramesh Babu; Namrata Banerji; Alec Sheets; Sowbaranika Balasubramaniam; Elizabeth G. Campolongo; Matthew Thompson; Charles V. Stewart; et al. (ACSOS, 2023)

Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System. - Lingbo Mo; Shijie Chen; Ziru Chen; Xiang Deng 001; Ashley Lewis; Sunit Singh; Samuel Stevens 001; Chang-You Tai; Zhen Wang 041; Xiang Yue; Tianshu Zhang 001; Yu Su 001; et al. (SIGDIAL, 2023)

Memorization for Good: Encryption with Autoregressive Language Models. - Samuel Stevens 001; Yu Su 001 (CoRR, 2023)

Mind2Web: Towards a Generalist Agent for the Web. - Xiang Deng 001; Yu Gu 016; Boyuan Zheng; Shijie Chen; Samuel Stevens 001; Boshi Wang; Huan Sun 001; Yu Su 001 (CoRR, 2023)

BioCLIP: A Vision Foundation Model for the Tree of Life. - Samuel Stevens 001; Jiaman Wu; Matthew J. Thompson; Elizabeth G. Campolongo; Chan Hee Song; David Edward Carlyn; Li Dong; Wasila M. Dahdul; Charles V. Stewart; Tanya Y. Berger-Wolf; Wei-Lun Chao; Yu Su 001 (CVPR, 2024)

MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI. - Xiang Yue; Yuansheng Ni; Tianyu Zheng; Kai Zhang 033; Ruoqi Liu; Ge Zhang 009; Samuel Stevens 001; Dongfu Jiang; Weiming Ren; Yuxuan Sun 002; Cong Wei 001; Botao Yu; et al. (CVPR, 2024)

A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis. - Dipanjyoti Paul; Arpita Chowdhury; Xinqi Xiong; Feng-Ju Chang; David Edward Carlyn; Samuel Stevens 001; Kaiya Provost; Anuj Karpatne; Bryan Carstens; Daniel I. Rubenstein; Charles V. Stewart; Tanya Y. Berger-Wolf; et al. (ICLR, 2024)

KABR: In-Situ Dataset for Kenyan Animal Behavior Recognition from Drone Videos. - Maksim Kholiavchenko; Jenna Kline; Michelle Ramirez; Sam Stevens 001; Alec Sheets; Reshma Ramesh Babu; Namrata Banerji; Elizabeth G. Campolongo; Matthew Thompson; Nina Van Tiel; Jackson Miliko; Eduardo Bessa; et al. (WACV (Workshops), 2024)

The cool and the cruel: separating hard parts of LWE secrets. - Niklas Nolte; Mohamed Malhou; Emily Wenger; Samuel Stevens 001; Cathy Yuanchen Li; François Charton; Kristin E. Lauter (IACR Cryptol. ePrint Arch., 2024)

SALSA FRESCA: Angular Embeddings and Pre-Training for ML Attacks on Learning With Errors. - Samuel Stevens 001; Emily Wenger; Cathy Yuanchen Li; Niklas Nolte; Eshika Saxena; François Charton; Kristin E. Lauter (IACR Cryptol. ePrint Arch., 2024)

Sparse Autoencoders for Scientifically Rigorous Interpretation of Vision Models. - Samuel Stevens 001; Wei-Lun Chao; Tanya Y. Berger-Wolf; Yu Su 001 (CoRR, 2025)

Mind the Gap: Evaluating Vision Systems in Small Data Applications. - Samuel Stevens 001; S. M. Rayeed; Jenna Kline (CoRR, 2025)

MMLA: Multi-Environment, Multi-Species, Low-Altitude Aerial Footage Dataset. - Jenna Kline; Samuel Stevens 001; Guy Maalouf; Camille Rondeau Saint-Jean; Dat Nguyen Ngoc; Majid Mirmehdi; David Guérin; Tilo Burghardt; Elzbieta Pastucha; Blair Costelloe; Matthew Watson; Thomas Richardson; et al. (CoRR, 2025)

BeetleVerse: A study on taxonomic classification of ground beetles. - S. M. Rayeed; Alyson East; Samuel Stevens 001; Sydne Record; Charles V. Stewart (CoRR, 2025)

Optimizing Image Capture for Computer Vision-Powered Taxonomic Identification and Trait Recognition of Biodiversity Specimens. - Alyson East; Elizabeth G. Campolongo; Luke Meyers; S. M. Rayeed; Samuel Stevens 001; Iuliia Zarubiieva; Isadora E. Fluck; Jennifer C. Girón; Maximiliane Jousse; Scott C. Lowe; Kayla I Perry; Isabelle Betancourt; et al. (CoRR, 2025)

BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning. - Jianyang Gu; Samuel Stevens 001; Elizabeth G. Campolongo; Matthew J. Thompson; Net Zhang; Jiaman Wu; Andrei Kopanev; Zheda Mai; Alexander E. White; James P. Balhoff; Wasila M. Dahdul; Daniel I. Rubenstein; et al. (CoRR, 2025)

Deep dive into KABR: a dataset for understanding ungulate behavior from in-situ drone video. - Maksim Kholiavchenko; Jenna Kline; Maksim Kukushkin; Otto Brookes; Sam Stevens 001; Isla Duporge; Alec Sheets; Reshma Ramesh Babu; Namrata Banerji; Elizabeth G. Campolongo; Matthew Thompson; Nina Van Tiel; et al. (Multim. Tools Appl., 2025)