Hanpeng Liu
5 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(20)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Deep Learning
(3)
Architectures
(3)
Artificial Intelligence
(2)
Core AI · Artificial Intelligence
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Keywords
neural network architecture
(1)
deep reinforcement learning
(1)
image classification
(1)
contrastive learning
(1)
reinforcement learning
(1)
vision transformer
(1)
feature learning
(1)
self-attention mechanism
(1)
computer vision
(1)
attention mechanism
(1)
knowledge transfer
(1)
model architecture
(1)
neural network interpretability
(1)
neural network optimization
(1)
efficient computing
(1)
mechanism design
(1)
computational efficiency
(1)
markov decision process
(1)
feature interaction
(1)
graph transformer
(1)
Papers
Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers
NeurIPS 2024
You Only Need Less Attention at Each Stage in Vision Transformers
CVPR 2024
Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection
ICLR 2020
Reinforcement Mechanism Design: With Applications to Dynamic Pricing in Sponsored Search Auctions
AAAI 2020
Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability
NeurIPS 2018