论文与出版物 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
论文与出版物 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 项目
论文与出版物 Prompting GPT-3 To Be Reliable Silei Cheng, Zhe Gan, Zhengyuan Yang, Shuohang Wang, Jianfeng Wang, Jordan Boyd-Graber, Lijuan Wang International Conference on Learning Representations (ICLR 23) | May 2023
论文与出版物 CONAN: Diagnosing Batch Failures for Cloud Systems Liqun Li, Xu Zhang, Shilin He, Yu Kang, Hongyu Zhang, Minghua Ma, Yingnong Dang, Zhangwei Xu, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang ICSE 2023 SEIP | May 2023 项目
论文与出版物 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
论文与出版物 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
论文与出版物 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
论文与出版物 Expressive and Efficient Representation Learning for Ranking Links in Temporal Graphs Susheel Suresh, Mayank Shrivastava, Arko Mukherjee, Jennifer Neville, Pan Li The Web Conference | April 2023
论文与出版物 Homophily-oriented Heterogeneous Graph Rewiring Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang The Web Conference (WWW’23) | April 2023
论文与出版物 Robust Mid-Pass Filtering Graph Convolutional Networks Jincheng Huang, Lun Du, Xu Chen, Qiang Fu, Shi Han, Dongmei Zhang The Web Conference (WWW’23) | April 2023