Renyu Zhu
9 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π£ Hot Topic Early Bird π Cross-Pollinator (12)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(24)
Conferences
COLING (3)
EMNLP (3)
ACL (2)
ICML (1)
Top co-authors
Research topics
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)
node embedding
(1)
language model
(1)
multimodal classification
(1)
black-box optimization
(1)
gradient descent
(1)
annotation quality
(1)
data annotation
(1)
gradient-free optimization
(1)
prompt tuning
(1)
Papers
Towards Transferable Personality Representation Learning based on Triplet Comparisons and Its Applications
EMNLP 2025
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System
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
Finding Global Homophily in Graph Neural Networks When Meeting Heterophily
ICML 2022
CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure
EMNLP 2022
A Neural Network Architecture for Program Understanding Inspired by Human Behaviors
ACL 2022