Fei Dou
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (12) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(18)
π£
Hot Topic Early Bird
Conferences
NIPS (2)
EMNLP (1)
IJCAI (1)
Top co-authors
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
Polyhedron Attention Module: Learning Adaptive-order Interactions
NIPS 2023
Mobilizing Personalized Federated Learning in Infrastructure-Less and Heterogeneous Environments via Random Walk Stochastic ADMM
NIPS 2023
Customized Positional Encoding to Combine Static and Time-varying Data in Robust Representation Learning for Crop Yield Prediction
IJCAI 2023