Publication Industry-scale CO2 Flow Simulations with Model-Parallel Fourier Neural Operators Philipp Witte, Russell Hewett, Ranveer Chandra NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | December 2022 Project
Publication Surrogate Modeling for Methane Dispersion Simulations Using Fourier Neural Operator Qie Zhang, Micro Milletari, Yagna Oruganti, Philipp Witte NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | December 2022 Proposal Track Project
Publication LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models Mojan Javaheripi, Shital Shah, Subhabrata (Subho) Mukherjee, Tomasz L. Religa, Caio C. T. Mendes, Gustavo H. de Rosa, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey NeurIPS 2022 | December 2022 Project
Publication Leveraging Locality in Abstractive Text Summarization Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev EMNLP 2022 | December 2022
Publication AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao NeurIPS 2022 | December 2022 Project Project
Publication SciAI4Industry – Solving PDEs for industry-scale problems with deep learning Philipp Witte, Russell Hewett, Kumar Saurabh, AmirHossein Sojoodi, Ranveer Chandra November 2022 Project
Publication When does differentially private learning not suffer in high dimensions? Xuechen Li, Daogao Liu, Tatsunori Hashimoto, Huseyin Inan, Janardhan (Jana) Kulkarni, Yin Tat Lee, Abhradeep Guha Thakurta NeurIPS’22 | November 2022 Project
Publication NaturalAdversaries: Can Naturalistic Adversaries Be as Effective as Artificial Adversaries? Saadia Gabriel, Hamid Palangi, Yejin Choi EMNLP 2022 | November 2022
Publication Understanding questions that arise when working with business documents FARNAZ JAHANBAKHSH, Elnaz Nouri, Robert Sim, Ryen W. White, Adam Fourney Human-Computer Interaction | November 2022
Publication Robustness Analysis of Video-Language Models Against Visual and Language Perturbations Madeline C. Schiappa, Shruti Vyas, Hamid Palangi, Yogesh S. Rawat, Vibhav Vineet 2022 Neural Information Processing Systems | October 2022
