Publication Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers Romil Bhardwaj , Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Nikolaos Karianakis, Kevin Hsieh, Victor Bahl, Ion Stoica USENIX NSDI | April 2022 Github Project Project
Publication Platformisation of Digital Financial Services (DFS): The Journey of DFS in the Global North and Global South Pranjal Jain, Alex Jordan Blandin, Jacki O'Neill, Mark Perry, Matt Roach, Matt Jones, Samia Ibtasam, Heloisa Candello, Beni Chugh, Suleman Shahid CHI 2022 | April 2022 Project
Publication Diff in the Loop: Supporting Data Comparison in Exploratory Data Analysis April Yi Wang, Will Epperson, Robert DeLIne, Steven Drucker CHI 2022 | April 2022
Publication OneLabeler: A Flexible System for Building Data Labeling Tools Yu Zhang, Yun Wang, Haidong Zhang, Bin Benjamin Zhu, Siming Chen, Dongmei Zhang CHI 2022 | April 2022
Publication Warper: Efficiently Adapting Learned Cardinality Estimators to Data and Workload Drifts Beibin Li, Yao Lu, Srikanth Kandula SIGMOD | April 2022
Publication Opportunities in Designing HCI Tools for Lactation Consulting Professionals Jessica de Souza, Kristina Chamberlain, Sidhant Gupta, Yang Gao, Nabil Alshurafa, Edward Jay Wang CHI 2022 | April 2022
Publication Transparency Dictionaries with Succinct Proofs of Correct Operation Ioanna Tzialla, Abhiram Kothapalli, Bryan Parno, Srinath Setty NDSS 2022 | April 2022
Publication Towards Deployment-Efficient Reinforcement Learning: Lower Bound and Optimality Jiawei Huang, Jinglin Chen, Li Zhao, Tao Qin, Nan Jiang, Tie-Yan Liu Tenth International Conference on Learning Representations(ICLR) | April 2022
Publication Target-Side Input Augmentation for Sequence to Sequence Generation Shufang Xie, Ang Lv, Yingce Xia, Lijun Wu, Tao Qin, Tie-Yan Liu, Rui Yan ICLR 2022 | April 2022
Publication PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior Sang-gil Lee, Heeseung Kim, Chaehun Shin, Xu Tan, Chang Liu, Qi Meng, Tao Qin, Wei Chen, Sungroh Yoon, Tie-Yan Liu ICLR 2022 | April 2022