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conf.researchr.org / Yanjie Gao
  • ESEC/FSE 2020 profile
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Yanjie Gao

Registered user since Thu 22 Oct 2020

Name:Yanjie Gao
Affiliation:Microsoft Research

Contributions

2025

ESEC/FSE

  • Author of dl²: Detecting Communication Deadlocks in Deep Learning Jobs within the Industry Papers-track
  • Author of Reduction Fusion for Optimized Distributed Data-Parallel Computations via Inverse Recomputation within the Ideas, Visions and Reflections-track
  • Committee Member in Program Committee within the Industry Papers-track
  • Author of An Empirical Study of Issues in Large Language Model Training Systems within the Industry Papers-track

2024

ICSE

  • Author of An Empirical Study on Low GPU Utilization of Deep Learning Jobs within the Research Track-track

2023

ICSE

  • Author of An Empirical Study on Quality Issues of Deep Learning Platform within the SEIP - Software Engineering in Practice-track
  • Author of Runtime Performance Prediction for Deep Learning Models with Graph Neural Network within the SEIP - Software Engineering in Practice-track

2022

ICSE

  • Author of Refty: Refinement Types for Valid Deep Learning Models within the Technical Track-track

2021

ICSE

  • Author of Resource-Guided Configuration Space Reduction for Deep Learning Models within the Technical Track-track

2020

ESEC/FSE

  • Author of Estimating GPU Memory Consumption of Deep Learning Models within the Industry Papers-track
  • Panelist of Conversations on ML In Practice within the Research Papers-track
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