Publication pureGAM: Learning an Inherently Pure Additive Model Xingzhi Sun, Ziyu Wang, Rui Ding, Shi Han, Dongmei Zhang SIGKDD 2022 | August 2022
Publication Multi-task Hierarchical Classification for Disk Failure Prediction in Online Service Systems Yudong Liu, Hailan Yang, Pu Zhao, Minghua Ma, Chengwu Wen, Hongyu Zhang, Chuan Luo, Qingwei Lin 林庆维, Chang Yi, Jiaojian Wang, Chenjian Zhang, Paul Wang, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang SIGKDD 2022 | August 2022 Project Project
Publication Language Tokens: A Frustratingly Simple Approach Improves Zero-Shot Performance of Multilingual Translation Muhammad ElNokrashy, Amr Hendy, Mohamed Maher, Mohamed Afify, Hany Hassan Awadalla AMTA | August 2022 Project
Publication Interactive Code Generation via Test-Driven User-Intent Formalization Shuvendu Lahiri, Sarah Fakhoury, Aaditya Naik, Georgios Sakkas, Saikat Chakraborty, Piali Choudhury, Curtis von Veh, Madan Musuvathi, Jeevana Priya Inala, Chenglong Wang, Jianfeng Gao August 2022 arXiv | August 2022 Project
Publication Flow-matching – efficient coarse-graining molecular dynamics without forces Jonas Köhler, Yaoyi Chen, Andreas Krämer, Cecilia Clementi, Frank Noé August 2022 arXiv | August 2022
Publication A Multi-objective Optimization Framework for Multi-stakeholder Fairness-aware Recommendation Haolun Wu, Chen Ma, Bhaskar Mitra, Fernando Diaz, Xue Liu ACM Transactions on Information Systems (TOIS) | August 2022
Publication Counting in Regexes Considered Harmful: Exposing ReDoS Vulnerability of Nonbacktracking Matchers Lenka Turoňová, Lukáš Holík, Ivan Homoliak, Ondřej Lengál, Margus Veanes, Tomáš Vojnar 31st USENIX Security Symposium | August 2022
Publication Pre-hijacked accounts: An Empirical Study of Security Failures in User Account Creation on the Web Avinash Sudhodanan, Andrew Paverd 31st USENIX Security Symposium | August 2022
Publication Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages Paul Soulos, Sudha Rao, Caitlin Smith, Eric Rosen, Asli Celikyilmaz, Tom McCoy, Yichen Jiang, Coleman Haley, Roland Fernandez, Hamid Palangi, Jianfeng Gao, Paul Smolensky ArXiv | August 2022
Publication Provably-Safe Multilingual Software Sandboxing using WebAssembly Jay Bosamiya, Wen Shih Lim, Bryan Parno USENIX Security Symposium | August 2022 Distinguished Paper Award and Internet Defense Prize