Chen Dun
6 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(23)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Learning Types
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Paradigms · Artificial Intelligence
(2)
Models
(2)
Reinforcement Learning
(1)
Generation
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
model compression
(3)
distributed training
(2)
large language model
(2)
lottery ticket hypothesis
(1)
multi-agent reinforcement learning
(1)
multi-task learning
(1)
transfer learning
(1)
prompt engineering
(1)
text generation
(1)
distributed learning
(1)
instruction tuning
(1)
dropout regularization
(1)
mixture of expert
(1)
inference optimization
(1)
sparse training
(1)
non-i.i.d. data
(1)
sampling method
(1)
graph convolution
(1)
task adaptation
(1)
residual network
(1)
Papers
Flaming-hot Initiation with Regular Execution Sampling for Large Language Models
NAACL 2025
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
AAAI 2025
Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout
AISTATS 2023
LOFT: Finding Lottery Tickets through Filter-wise Training
AISTATS 2023
ResIST: Layer-wise decomposition of ResNets for distributed training
UAI 2022
Graph Convolutional Reinforcement Learning
ICLR 2020