| 2024 | EMNLP | Detecting LLM-Assisted Cheating on Open-Ended Writing Tasks on Language Proficiency Tests. | Chenhao Niu, Kevin P. Yancey, Ruidong Liu, Mirza Basim Baig, Andr Horie, James Sharpnack |
| 2023 | ICML | RLSbench: Domain Adaptation Under Relaxed Label Shift. | Saurabh Garg, Nick Erickson, James Sharpnack, Alex Smola, Sivaraman Balakrishnan, Zachary Chase Lipton |
| 2022 | AISTATS | Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks. | Qin Ding, Cho-Jui Hsieh, James Sharpnack |
| 2022 | AISTATS | An Unsupervised Hunt for Gravitational Lenses. | Stephen Sheng, Keerthi Vasan G. C, Chi Po P. Choi, James Sharpnack, Tucker Jones |
| 2022 | KDD | Multimodal AutoML for Image, Text and Tabular Data. | Nick Erickson, Xingjian Shi, James Sharpnack, Alexander J. Smola |
| 2021 | AISTATS | An Efficient Algorithm For Generalized Linear Bandit: Online Stochastic Gradient Descent and Thompson Sampling. | Qin Ding, Cho-Jui Hsieh, James Sharpnack |
| 2020 | AISTATS | Graph DNA: Deep Neighborhood Aware Graph Encoding for Collaborative Filtering. | Liwei Wu, Hsiang-Fu Yu, Nikhil Rao, James Sharpnack, Cho-Jui Hsieh |
| 2020 | RecSys | SSE-PT: Sequential Recommendation Via Personalized Transformer. | Liwei Wu, Shuqing Li, Cho-Jui Hsieh, James Sharpnack |
| 2019 | KDD | Estimating Graphlet Statistics via Lifting. | Kirill Paramonov, Dmitry Shemetov, James Sharpnack |
| 2018 | COLT | Learning Patterns for Detection with Multiscale Scan Statistics. | James Sharpnack |
| 2018 | ICML | SQL-Rank: A Listwise Approach to Collaborative Ranking. | Liwei Wu, Cho-Jui Hsieh, James Sharpnack |
| 2017 | KDD | Large-scale Collaborative Ranking in Near-Linear Time. | Liwei Wu, Cho-Jui Hsieh, James Sharpnack |
| 2015 | AISTATS | Trend Filtering on Graphs. | Yu-Xiang Wang, James Sharpnack, Alexander J. Smola, Ryan J. Tibshirani |
| 2013 | ACSSC | Recovering graph-structured activations using adaptive compressive measurements. | Akshay Krishnamurthy, James Sharpnack, Aarti Singh |
| 2013 | AISTATS | Detecting Activations over Graphs using Spanning Tree Wavelet Bases. | James Sharpnack, Aarti Singh, Akshay Krishnamurthy |
| 2013 | AISTATS | Changepoint Detection over Graphs with the Spectral Scan Statistic. | James Sharpnack, Aarti Singh, Alessandro Rinaldo |
| 2012 | ICML | Variance Function Estimation in High-dimensions. | Mladen Kolar, James Sharpnack |