Zhenwei Dai
5 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(2)
Application Areas
(2)
Core AI
(2)
Learning Types
(2)
Resources & Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Architectures
(1)
Core Methods
(1)
Foundations
(1)
Learning Paradigms
(1)
Keywords
large language model
(2)
contrastive learning
(1)
few-shot learning
(1)
domain adaptation
(1)
question answering
(1)
chain-of-thought reasoning
(1)
question generation
(1)
machine unlearning
(1)
graph representation
(1)
machine learning
(1)
false positive rate
(1)
node classification
(1)
binary classifier
(1)
privacy protection
(1)
retrieval-augmented generation
(1)
model utility
(1)
gradient ascent
(1)
representation fine-tuning
(1)
bloom filter
(1)
graph self-supervised learning
(1)
Papers
A General Framework to Enhance Fine-tuning-based LLM Unlearning
ACL 2025
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains
NAACL 2025
Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models
ACL 2025
Graph Self-supervised Learning via Proximity Distribution Minimization
UAI 2023
Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier with Application to Real-Time Information Filtering on the Web
NeurIPS 2020