Publication Evaluating the Feasibility of Visual Imagery for an EEG-Based Brain–Computer Interface Justin Kilmarx, Ivan Tashev, José del R. Millán, James Sulzer, Jarrod Lewis-Peacock IEEE Transactions on Neural Systems and Rehabilitation Engineering | June 2024, Vol 32: pp. 2209-2219 Project
Publication Table-GPT: Table Fine-tuned GPT for Diverse Table Tasks Peng Li, Yeye He, Dror Yashar, Weiwei Cui, Song Ge, Haidong Zhang, Danielle Rifinski Fainman, Dongmei Zhang, Surajit Chaudhuri SIGMOD 2024 | June 2024 Project
Publication Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations Sibei Chen, Yeye He, Weiwei Cui, Ju Fan, Song Ge, Haidong Zhang, Dongmei Zhang, Surajit Chaudhuri SIGMOD 2024 | June 2024 Project
Publication Diffy: Data-Driven Bug Finding for Configurations Siva Kesava Reddy Kakarla, Francis Y. Yan, Ryan Beckett ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI ’24) | June 2024
Publication Designing Cloud Servers for Lower Carbon Jaylen Wang, Daniel S. Berger, Fiodar Kazhamiaka, Celine Irvene, Chaojie Zhang, Esha Choukse, Kali Frost, Rodrigo Fonseca, Brijesh Warrier, Chetan Bansal, Jonathan Stern, Ricardo Bianchini, Akshitha Sriraman ISCA | June 2024
Publication Vertically Autoscaling Monolithic Applications with CaaSPER: Scalable Container-as-a-Service Performance Enhanced Resizing Algorithm for the Cloud Anna Pavlenko, Joyce Cahoon, Yiwen Zhu, Brian Kroth, Michael Nelson, Andrew Carter, David Liao, Travis Wright, Jesús Camacho-Rodríguez, Karla Saur SIGMOD | June 2024 to appear
Publication Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF Tengyang Xie, Dylan Foster, Akshay Krishnamurthy, Corby Rosset, Ahmed Awadallah, A. Rakhlin ICLR 2025 | May 2024
Publication WindSeer: Real-time volumetric wind prediction over complex terrain aboard a small uncrewed aerial vehicle Florian Achermann, Thomas Stastny, Bogdan Danciu, Andrey Kolobov, Jen Jen Chung, Roland Siegwart, Nicholas Lawrance Nature Communications | May 2024 Project
Publication Provably Efficient Interactive-Grounded Learning with Personalized Reward Mengxiao Zhang, Yuheng Zhang, Haipeng Luo, Paul Mineiro NeurIPS 2024 | May 2024
Publication 3D Neural Edge Reconstruction Lei Li, Songyou Peng, Zehao Yu, Shaohui Liu, Remi Pautrat, Xiaochuan Yin, Marc Pollefeys 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) | May 2024, pp. 21219-21229