Latest News

Oct. 28th, 2019
Prof. Lyu's paper “A coverage analysis tool for the effectiveness of software testing” was selected as one of the ISSRE 30-year most influential papers
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ARISE Lab at CUHK

ARISE (Automated Reliable Intelligent Software Engineering) Lab is led by Prof. Michael R. Lyu. We are mainly interested in four research areas of software engineering:

  • AIOps (Artificial Intelligence for IT Operations)
  • AIDev (Artificial Intelligence for Development)
  • RobustAI (Robust Artificial Intelligence)
  • NLP (Natural Language Processing)
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Papers
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Awards
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Members

Research Areas of ARISE Lab

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AIDev

AIDev studies intersection at machine learning, static analysis, programming languages, and software engineering.

  • Type Inference
  • Code Representation Learning
  • Code Search
  • API Recommendation
  • API Misuse Detection
  • Vulnerability Detection
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AIOps

AIOps combines big data and machine learning to automate IT operations processes via data-driven approaches in large-scale systems.

  • Log/KPI/Alert/Trace Analysis
  • Incident & Tickets Management
  • Failure Diagnosis
  • Root Cause Localization
  • AIOps Knowledge Graph
  • Microservice & Serverless Computing
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RobustAI

RobustAI aims to understand and improve the trustworthiness and robustness of machine learning systems.

  • Deep Learning Model Testing
  • Adversarial Attack
  • Adversarial Defense
  • Robust training for CV & NLP
  • Deep Learning Model Interpretability
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NLP

Extract information and insights contained in natural languages. Enable a series of NLP applications.

  • Natural language semantics understanding
  • Meaningful natural language generation
  • Other NLP tasks: translation, question answering, model compression, etc.