Yunfan Shao
12 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (34)
π§
Keyword Pioneer
π€
Dynamic Duo
(12)
ποΈ
Keyword Collector
(67)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(6)
Natural Language Processing
(6)
Core AI
(6)
Core Methods
(5)
Optimization & Theory
(5)
Deep Learning
(4)
Application Areas
(4)
Applications Β· Natural Language Processing
(3)
Learning Types Β· Machine Learning
(3)
Resources & Methods
(3)
Learning Types Β· Deep Learning
(2)
Computer Science
(1)
Applications Β· Computer Science
(1)
Architectures
(1)
Keywords
large language model
(5)
data synthesis
(2)
code generation
(2)
sequence labeling
(2)
language model training
(2)
natural language processing
(1)
information retrieval
(1)
multi-task learning
(1)
text generation
(1)
in-context learning
(1)
black-box optimization
(1)
model robustness
(1)
instruction tuning
(1)
computational efficiency
(1)
synthetic data generation
(1)
sampling strategy
(1)
iterative refinement
(1)
early exit
(1)
parameter sharing
(1)
few-shot learning
(1)
Papers
Case2Code: Scalable Synthetic Data for Code Generation
COLING 2025
FastMCTS: A Simple Sampling Strategy for Data Synthesis
ACL 2025
UnitCoder: Scalable Code Synthesis from Pre-training Corpora
EMNLP 2025
Balanced Data Sampling for Language Model Training with Clustering
ACL 2024
Unified Active Retrieval for Retrieval Augmented Generation
EMNLP 2024
Character-LLM: A Trainable Agent for Role-Playing
EMNLP 2023
PerturbScore: Connecting Discrete and Continuous Perturbations in NLP
EMNLP 2023
Black-Box Tuning for Language-Model-as-a-Service
ICML 2022
Accelerating BERT Inference for Sequence Labeling via Early-Exit
ACL 2021
CoLAKE: Contextualized Language and Knowledge Embedding
COLING 2020
Learning Sparse Sharing Architectures for Multiple Tasks
AAAI 2020
Star-Transformer
NAACL 2019