출판 CASR: Generating Complex Sequences with Autoregressive Self-Boost Refinement Hongwei Han, Mengyu Zhou, Shi Han, Xiu Li, Dongmei Zhang The Eleventh International Conference on Learning Representations (ICLR ’23) | May 2023
출판 Transformers Learn Shortcuts to Automata Bingbin Liu, Jordan Ash, Surbhi Goel, Akshay Krishnamurthy, Cyril Zhang ICLR | May 2023 oral presentation
출판 Trust Region Bounds for Decentralized PPO Under Non-stationarity Mingfei Sun, Sam Devlin, Jacob Beck, Katja Hofmann, Shimon Whiteson International Conference on Autonomous Agents and Multiagent Systems (AAMAS) | May 2023 Best Paper Award 프로젝트
출판 Over-parameterized Model Optimization with Polyak-{\L}ojasiewicz Condition Yixuan Chen, Yubin Shi, Mingzhi Dong, Xiaochen Yang, Dongsheng Li, Yujiang Wang, Robert Dick, Qin Lv, Yingying Zhao, Fan Yang, Ning Gu, Li Shang ICLR 23 | May 2023
출판 LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation Yixiao Li, Yifan Yu, Qingru Zhang, Chen Liang, Pengcheng He, Weizhu Chen, Tuo Zhao ICLR 2023 | May 2023
출판 TextDiffuser: Diffusion Models as Text Painters Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei NeurIPS 2023 | May 2023
출판 UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang ACL 2023 | May 2023
출판 Cornet: Learning Table Formatting Rules By Example Mukul Singh, José Cambronero, Sumit Gulwani, Vu Le, Carina Negreanu, Mohammad Raza, Gust Verbruggen 49th International Conference on Very Large Data Bases | May 2023 동영상
출판 Towards More Effective AI-assisted Programming: A Systematic Design Exploration to Improve Visual Studio IntelliCode’s User Experience Priyan Vaithilingam, Elena L. Glassman, Peter Groenwegen, Sumit Gulwani, Austin Z. Henley, Rohan Malpani, David Pugh, Arjun Radhakrishna, Gustavo Soares, Joey Wang ICSE SEIP | May 2023
출판 Exploring the Limits of Differentially Private Deep Learning with Group-wise Clipping Jiyan He, Xuechen Li, Da Yu, Huishuai Zhang, Janardhan (Jana) Kulkarni, Yin Tat Lee, Arturs Backurs, Nenghai Yu, Jiang Bian International Conference on Learning Representations (ICLR) 2023 | May 2023 프로젝트