Publication Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models Toufique Ahmed, Supriyo GHOSH, Chetan Bansal, Tom Zimmermann, Xuchao Zhang, Saravan Rajmohan ICSE 2023 | May 2023
Publication Contrastive Meta-Learning for Partially Observable Few-Shot Learning Adam Jelley, Amos Storkey, Antreas Antoniou, Sam Devlin ICLR | May 2023 Project
Publication SIMPLE: Specialized Model-Sample Matching for Domain Generalization Ziyue Li, Kan Ren, Xinyang Jiang, Yifei Shen, Haipeng Zhang, Dongsheng Li ICLR 23 | May 2023
Publication GETMusic: Generating Any Music Tracks with a Unified Representation and Diffusion Framework Ang Lv, Xu Tan, Peiling Lu, Wei Ye, Shikun Zhang, Jiang Bian, Rui Yan May 2023
Publication LMGQS: A Large-scale Dataset for Query-focused Summarization Ruochen Xu, Song Wang, Yang Liu, Shuohang Wang, Yichong Xu, Dan Iter, Chenguang Zhu, Michael Zeng May 2023
Publication AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers Ganesh Jawahar, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Awadallah, Sébastien Bubeck, Jianfeng Gao ACL | May 2023 Project
Publication Asking Before Action: Gather Information in Embodied Decision Making with Language Models Xiaoyu Chen, Shenao Zhang, Pushi Zhang, Li Zhao, Jianyu Chen Arxiv Preprint | May 2023
Publication Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning Matthew Ashman, Chao Ma, Agrin Hilmkil, Joel Jennings, Cheng Zhang ICLR 2023 | May 2023 Project
Publication Multi-Agent Reinforcement Learning with Shared Policy for Cloud Quota Management Problem Tong Cheng, Hang Dong, Lu Wang, Bo Qiao, Si Qin, Qingwei Lin 林庆维, Dongmei Zhang, S. Rajmohan, T. Moscibroda WWW’23 industry | April 2023
Publication HAPENS: Hardness-Personalized Negative Sampling for Implicit Collaborative Filtering Haoxin Liu, Pu Zhao, Si Qin, Yong Shi, Mirror Xu, Qingwei Lin 林庆维, Dongmei Zhang WWW’23 industry | April 2023