Shilin He
8 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (15) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze 𧬠Topic Evolution
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The Questioner
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Keywords
large language model
(2)
knowledge distillation
(2)
non-autoregressive translation
(2)
neural machine translation
(2)
multi-task learning
(1)
hierarchical planning
(1)
machine translation
(1)
masked language model
(1)
determinantal point process
(1)
task automation
(1)
software development
(1)
root cause analysis
(1)
inference speedup
(1)
agent system
(1)
failure diagnosis
(1)
shared encoder
(1)
graphical user interface
(1)
ui automation
(1)
cross-lingual pre-training
(1)
natural language interface
(1)
Papers
DI-BENCH: Benchmarking Large Language Models on Dependency Inference with Testable Repositories at Scale
ACL 2025
OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?
ICLR 2025
UFO: A UI-Focused Agent for Windows OS Interaction
NAACL 2025
Towards Lightweight, Model-Agnostic and Diversity-Aware Active Anomaly Detection
ICLR 2023
XLM-D: Decorate Cross-lingual Pre-training Model as Non-Autoregressive Neural Machine Translation
EMNLP 2022
Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation
NAACL 2021
Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation
EMNLP 2020
Towards Understanding Neural Machine Translation with Word Importance
EMNLP 2019