Renyu Zhu
9 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(23)
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Hot Topic Early Bird
Venues
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Research topics
Machine Learning
(9)
Core Methods
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Natural Language Processing
(3)
Architectures
(3)
Learning Paradigms
(3)
Core AI
(2)
Learning Types
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Techniques
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Keywords
abstract syntax tree
(2)
derivative-free optimization
(2)
black-box tuning
(2)
few-shot learning
(2)
transfer learning
(2)
attention mechanism
(2)
large language model
(2)
code pre-trained model
(2)
text classification
(2)
graph neural network
(2)
knowledge distillation
(1)
pre-training technique
(1)
node embedding
(1)
language model
(1)
black-box optimization
(1)
gradient descent
(1)
gradient-free optimization
(1)
data annotation
(1)
prompt tuning
(1)
prompt optimization
(1)
Papers
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System
EMNLP 2025
Towards Transferable Personality Representation Learning based on Triplet Comparisons and Its Applications
EMNLP 2025
Conjoin after Decompose: Improving Few-Shot Performance of Named Entity Recognition
COLING 2024
Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives
COLING 2024
Structure-aware Fine-tuning for Code Pre-trained Models
COLING 2024
When Gradient Descent Meets Derivative-Free Optimization: A Match Made in Black-Box Scenario
ACL 2023
A Neural Network Architecture for Program Understanding Inspired by Human Behaviors
ACL 2022
CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure
EMNLP 2022
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily
ICML 2022