Tingfeng Hui
4 papers · 2023–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(2)
catastrophic forgetting
(1)
multi-task learning
(1)
sequence labeling
(1)
prompt-based learning
(1)
instruction following
(1)
parameter selection
(1)
neural network optimization
(1)
instruction tuning
(1)
generative framework
(1)
generative model
(1)
mixture of expert
(1)
supervised fine-tuning
(1)
data synthesis
(1)
genetic algorithm
(1)
expert specialization
(1)
noisy data
(1)
dialogue system
(1)
slot filling
(1)
half fine-tuning
(1)
Papers
DecIF: Improving Instruction-Following through Decomposition
ACL 2026
HFT: Half Fine-Tuning for Large Language Models
ACL 2025
Upcycling Instruction Tuning from Dense to Mixture-of-Experts via Parameter Merging
ACL 2025
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task
EMNLP 2023