Xingyuan Pan
7 papers · 2016–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(18)
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Research topics
Machine Learning
(7)
Optimization & Theory
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Natural Language Processing
(3)
Applications
(3)
Architectures
(3)
Core AI
(3)
Core Methods
(3)
Learning Paradigms
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Learning Types
(1)
Optimization
(1)
Resources & Methods
(1)
Keywords
imitation learning
(1)
structured prediction
(1)
natural language processing
(1)
machine translation
(1)
data augmentation
(1)
relation extraction
(1)
multilingual translation
(1)
neural machine translation
(1)
parallel corpus
(1)
heuristic search
(1)
multilingual machine translation
(1)
structured output prediction
(1)
domain knowledge
(1)
variance
(1)
bilevel optimization
(1)
linear constraint
(1)
ensemble method
(1)
decision boundary
(1)
foundation model
(1)
transformer architecture
(1)
Papers
ScaleBiO: Scalable Bilevel Optimization for LLM Data Reweighting
ACL 2025
Understanding Overadaptation in Supervised Fine-Tuning: The Role of Ensemble Methods
ICML 2025
G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation
ACL 2024
The VolcTrans System for WMT22 Multilingual Machine Translation Task
EMNLP 2022
Learning Constraints for Structured Prediction Using Rectifier Networks
ACL 2020
Learning to Speed Up Structured Output Prediction
ICML 2018
Expressiveness of Rectifier Networks
ICML 2016