Fei Dou
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
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Hot Topic Early Bird
Venues
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Research topics
Deep Learning
(4)
Machine Learning
(4)
Artificial Intelligence
(2)
Application Areas
(2)
Architectures
(2)
Core Methods
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Keywords
model compression
(1)
federated learning
(1)
stochastic optimization
(1)
transformer architecture
(1)
representation learning
(1)
attention mechanism
(1)
time series
(1)
random walk
(1)
feature interaction
(1)
zeroth-order optimization
(1)
personalized model
(1)
positional encoding
(1)
wireless network
(1)
click-through rate
(1)
crop yield prediction
(1)
climate change
(1)
personalized learning
(1)
large language model
(1)
piecewise polynomial
(1)
gradient annealing
(1)
Papers
HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization
EMNLP 2025
Customized Positional Encoding to Combine Static and Time-varying Data in Robust Representation Learning for Crop Yield Prediction
IJCAI 2023
Mobilizing Personalized Federated Learning in Infrastructure-Less and Heterogeneous Environments via Random Walk Stochastic ADMM
NeurIPS 2023
Polyhedron Attention Module: Learning Adaptive-order Interactions
NeurIPS 2023