Yan Yu
7 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(4)
Resources & Methods
(3)
Artificial Intelligence
(2)
Speech & Audio
(2)
Application Areas
(2)
Core AI
(2)
Optimization & Theory
(2)
Recognition
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Applications Β· Computer Science
(1)
Applications Β· Natural Language Processing
(1)
Core Methods
(1)
Learning Types
(1)
Keywords
low-resource language
(2)
automatic speech recognition
(2)
word error rate
(2)
data augmentation
(1)
code generation
(1)
instruction tuning
(1)
hierarchical reinforcement learning
(1)
quantile regression
(1)
nonparametric estimation
(1)
knowledge refinement
(1)
data quality
(1)
retrieval-augmented generation
(1)
single-index model
(1)
semi-parametric model
(1)
structural entropy
(1)
pairwise evaluation
(1)
conversational telephone speech
(1)
constrained training data
(1)
data science
(1)
multi-source retrieval
(1)
Papers
ELSPR: Evaluator LLM Training Data Self-Purification on Non-Transitive Preferences via Tournament Graph Reconstruction
AAAI 2026
HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches
AAAI 2026
MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis
AAAI 2026
DA-Code: Agent Data Science Code Generation Benchmark for Large Language Models
EMNLP 2024
OpenASR21: The Second Open Challenge for Automatic Speech Recognition of Low-Resource Languages
Interspeech 2022
OpenASR20: An Open Challenge for Automatic Speech Recognition of Conversational Telephone Speech in Low-Resource Languages
Interspeech 2021
Ultra-High Dimensional Single-Index Quantile Regression
JMLR 2020