Publication Jigsaw: Large Language Models meet Program Synthesis Naman Jain, Skanda Vaidyanath, Arun Iyer, Nagarajan Natarajan, Suresh Parthasarathy, Sriram Rajamani, Rahul Sharma International Conference on Software Engineering (ICSE) | May 2022 Github Project Project
Publication HardLog: Practical Tamper-Proof System Auditing Using a Novel Audit Device Adil Ahmad, Sangho Lee, Marcus Peinado 43rd IEEE Symposium on Security and Privacy (Oakland 2022) | May 2022
Publication A Deeper Look at Discounting Mismatch in Actor-Critic Algorithms Shangtong Zhang, Romain Laroche, Harm van Seijen, Shimon Whiteson, Remi Tachet des Combes International Conference on Autonomous Agents and Multiagent Systems (AAMAS) | May 2022 Project
Publication PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation Ao Liu, Haoyu Dong, Naoaki Okazaki, Shi Han, Dongmei Zhang EMNLP'22 Main Track | May 2022
Publication Towards a Theory of Non-Log-Concave Sampling: First-Order Stationarity Guarantees for Langevin Monte Carlo Krishnakumar Balasubramanian, Sinho Chewi, Murat A. Erdogdu, Adil Salim, Matthew Zhang COLT 2022 | May 2022
Publication Offline Reinforcement Learning: Fundamental Barriers for Value Function Approximation Dylan Foster, Akshay Krishnamurthy, David Simchi-Levi, Yunzong Xu Conference on Learning Theory | May 2022
Publication WebQA: Multihop and Multimodal QA Yingshan Chang, Mridu Narang, Hisami Suzuki, Guihong Cao, Jianfeng Gao, Yonatan Bisk CVPR 2022 | May 2022
Publication Unknown-Aware Object Detection: Learning What You Don’t Know from Videos in the Wild Xuefeng Du, Xin Wang, Gabriel Gozum, Yixuan Li CVPR 2022 | May 2022
Publication RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution Zhicheng Geng, Luming Liang, Tianyu Ding, Ilya Zharkov CVPR 2022 | May 2022
Publication Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting Lin Huang, Lijun Wu, Jia Zhang, Jiang Bian, Tie-Yan Liu AAAI 2022 | May 2022