Shilin He | DeepAI

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Yong Xu
109 publications
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Dongmei Zhang
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Shuming Shi
83 publications
Zibin Zheng
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Zhaopeng Tu
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Hongyu Zhang
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∙ 07/03/2023

ImDiffusion: Imputed Diffusion Models for Multivariate Time Series Anomaly Detection

Anomaly detection in multivariate time series data is of paramount impor...

0 Yuhang Chen, et al. ∙

∙ 06/04/2023

ROME: Testing Image Captioning Systems via Recursive Object Melting

Image captioning (IC) systems aim to generate a text description of the ...

0 Boxi Yu, et al. ∙

∙ 05/29/2023

Assess and Summarize: Improve Outage Understanding with Large Language Models

Cloud systems have become increasingly popular in recent years due to th...

0 Pengxiang Jin, et al. ∙

∙ 04/22/2023

Did We Miss Something Important? Studying and Exploring Variable-Aware Log Abstraction

Due to the sheer size of software logs, developers rely on automated tec...

0 Zhenhao Li, et al. ∙

∙ 02/19/2023

Incident-aware Duplicate Ticket Aggregation for Cloud Systems

In cloud systems, incidents are potential threats to customer satisfacti...

0 Jinyang Liu, et al. ∙

∙ 02/14/2022

UniParser: A Unified Log Parser for Heterogeneous Log Data

Logs provide first-hand information for engineers to diagnose failures i...

0 Yudong Liu, et al. ∙

∙ 10/24/2020

Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation

Non-Autoregressive machine Translation (NAT) models have demonstrated si...

0 Yongchang Hao, et al. ∙

∙ 10/06/2020

Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation

Large-scale training datasets lie at the core of the recent success of n...

0 Wenxiang Jiao, et al. ∙

∙ 09/15/2020

A Survey on Automated Log Analysis for Reliability Engineering

Logs are semi-structured text generated by logging statements in softwar...

0 Shilin He, et al. ∙

∙ 08/14/2020

Loghub: A Large Collection of System Log Datasets towards Automated Log Analytics

Logs have been widely adopted in software system development and mainten...

0 Shilin He, et al. ∙

∙ 04/28/2020

Assessing the Bilingual Knowledge Learned by Neural Machine Translation Models

Machine translation (MT) systems translate text between different langua...

0 Shilin He, et al. ∙

∙ 09/24/2019

Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression

System logs record detailed runtime information of software systems and ...

0 Jinyang Liu, et al. ∙

∙ 09/01/2019

Towards Understanding Neural Machine Translation with Word Importance

Although neural machine translation (NMT) has advanced the state-of-the-...

0 Shilin He, et al. ∙

∙ 11/08/2018

Tools and Benchmarks for Automated Log Parsing

Logs are imperative in the development and maintenance process of many s...

0 Jieming Zhu, et al. ∙

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