Publication FedSpace: An Efficient Federated Learning Framework at Satellites and Ground Stations Jinhyun So, Kevin Hsieh, Behnaz Arzani, Shadi Noghabi, Salman Avestimehr, Ranveer Chandra MSR-TR-2022-30 | February 2022 Published by Microsoft Project
Publication Picking Pearl From Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services. Amar Prakash Azad, Supriyo GHOSH, Ajay Gupta, Harshit Kumar, Prateeti Mohapatra, Lena Eckstein, Leonard Posner, Robert Kern Innovative Applications in Artificial Intelligence (IAAI), AAAI | February 2022
Publication Effective Deep Learning Approaches for Predicting COVID-19 Outcomes from Chest Computed Tomography Volumes Anusua Trivedi, Anthony Ortiz, Caleb Robinson, Jocelyn Desbiens, Marian Blazes, Sunil Gupta, Rahul Dodhia, Pavan Bhatraju, W Conrad Liles, Aaron Lee, Juan M. Lavista Ferres Nature Scientific Reports | February 2022 Project Project
Publication SummaC: Re-visiting NLI-based Models for Inconsistency Detection in Summarization Philippe Laban, Tobias Schnabel, Paul Bennett, Marti A. Hearst Transactions of the Association for Computational Linguistics | February 2022, Vol 10: pp. 163-177
Publication Efficient Robust Training via Backward Smoothing Jinghui Chen, Yu Cheng, Zhe Gan, Quanquan Gu, Jingjing Liu Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022
Publication Investigating the Role of Negatives in Contrastive Representation Learning Jordan Ash, Surbhi Goel, Akshay Krishnamurthy, Dipendra Misra International Conference on Artificial Intelligence and Statistics | February 2022
Publication Romou: Rapidly Generate High-Performance Tensor Kernels for Mobile GPUs Rendong Liang, Ting Cao, Jicheng Wen, Manni Wang, Yang Wang, Jianhua Zou, Yunxin Liu The 28th Annual International Conference On Mobile Computing And Networking (MobiCom'22) | February 2022 2023 Top 100 Open Source Achievement Award
Publication Invariant Information Bottleneck for Domain Generalization Bo Li, Yifei Shen, Yezhen Wang, Wenzhen Zhu, Colorado J Reed, Dongsheng Li, Kurt Keutzer, Han Zhao AAAI 2022 | February 2022
Publication GraSP: Optimizing Graph-based Nearest Neighbor Search with Subgraph Sampling and Pruning Minjia Zhang, Wenhan Wang, Yuxiong He WSDM '22 | February 2022
Publication Coarse-to-Fine Generative Modeling for Graphic Layouts Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang AAAI'22 | February 2022