Publication 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
Publication Transformers Learn Shortcuts to Automata Bingbin Liu, Jordan Ash, Surbhi Goel, Akshay Krishnamurthy, Cyril Zhang ICLR | May 2023 oral presentation
Publication 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 Projet
Publication 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
Publication 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
Publication TextDiffuser: Diffusion Models as Text Painters Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei NeurIPS 2023 | May 2023
Publication 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
Publication 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
Publication InheritSumm: A General, Versatile and Compact Summarizer by Distilling from GPT Yichong Xu, Ruochen Xu, Dan Iter, Yang Liu, Shuohang Wang, Chenguang Zhu, Michael Zeng May 2023
Publication i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data Ziyi Yang, Mahmoud Khademi, Yichong Xu, Reid Pryzant, Yuwei Fang, Chenguang Zhu, Dongdong Chen, Yao Qian, Mei Gao, Yi-Ling Chen, Robert Gmyr, Naoyuki Kanda, Noel Codella, Bin Xiao, Yu Shi, Lu Yuan, Takuya Yoshioka, Michael Zeng, Xuedong Huang North American Chapter of the Association for Computational Linguistics (NAACL) 2024 | May 2023