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An Empirical Study on Quality Issues of Deep Learning Platform

Yanjie Gao, Xiaoxiang Shi, Haoxiang Lin, Hongyu Zhang, Hao Wu, Rui Li, Mao Yang

ICSE 2023 | May 2023

The 45th International Conference on Software Engineering, Software Engineering in Practice (SEIP) Track

Project

Publication

Aegis: Attribution of Control Plane Change Impact across Layers and Components for Cloud Systems

Xiaohan Yan, …, Qingwei Lin 林庆维, …

ICSE 2023 SEIP | May 2023

Project

Publication

Multiview Identifiers Enhanced Generative Retrieval

Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li

ACL 2023 | May 2023

Publication

Collaborative Pure Exploration in Kernel Bandit

Yihan Du, Wei Chen, Yuko Kuroki, Longbo Huang

Proceedings of the 11th International Conference on Learning Representations (ICLR) | May 2023

Publication

Combinatorial Pure Exploration of Causal Bandits

Nuoya Xiong, Wei Chen

Proceedings of the 11th International Conference on Learning Representations (ICLR) | May 2023

Publication

TraceArk: Towards Actionable Performance Anomaly Alerting for Online Service Systems

Zhengran Zeng, …, Qingwei Lin 林庆维, …

ICSE 2023 SEIP | May 2023

Project

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

TextDiffuser: Diffusion Models as Text Painters

Jingye Chen, Yupan Huang, Tengchao Lv, Lei Cui, Qifeng Chen, Furu Wei

NeurIPS 2023 | May 2023

Publication

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

Project

Publication

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

Project