Xinhao Zhang
5 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Application Areas
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Resources & Methods
(2)
Reinforcement Learning
(1)
Generation
(1)
Learning Paradigms
(1)
Methods
(1)
Keywords
large language model
(3)
representation learning
(2)
few-shot learning
(1)
transfer learning
(1)
model robustness
(1)
knowledge transfer
(1)
data augmentation
(1)
paraphrase generation
(1)
reinforcement learning from human feedback
(1)
feature space
(1)
feature weighting
(1)
feature generation
(1)
reward model
(1)
feature engineering
(1)
tabular data
(1)
human preference
(1)
automated feature engineering
(1)
dynamic feature generation
(1)
prototypical network
(1)
label consistency
(1)
Papers
Diversity-oriented Data Augmentation with Large Language Models
ACL 2025
Dynamic and Adaptive Feature Generation with LLM
IJCAI 2025
LEKA: LLM-Enhanced Knowledge Augmentation
IJCAI 2025
Prototypical Reward Network for Data-Efficient RLHF
ACL 2024
TFWT: Tabular Feature Weighting with Transformer
IJCAI 2024