Dongkuan (DK) Xu
4 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Venues
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Research topics
Artificial Intelligence
(4)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Interdisciplinary
(1)
Natural Language Processing
(1)
Application Areas
(1)
Education
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
large language model
(3)
federated learning
(1)
knowledge distillation
(1)
question answering
(1)
neural architecture search
(1)
educational technology
(1)
efficient computing
(1)
weight sharing
(1)
autoregressive model
(1)
personalized model
(1)
non-iid data
(1)
retrieval-augmented generation
(1)
token prediction
(1)
autoregressive decoding
(1)
dialogue system
(1)
personalized learning
(1)
model heterogeneity
(1)
source citation
(1)
draft verification
(1)
decoding efficiency
(1)
Papers
Adaptive Draft-Verification for Efficient Large Language Model Decoding
AAAI 2025
MerryQuery: A Trustworthy LLM-Powered Tool Providing Personalized Support for Educators and Students
AAAI 2025
Towards Personalized Federated Learning via Heterogeneous Model Reassembly
NeurIPS 2023
Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
NeurIPS 2022