Hanpeng Liu
5 papers · 2018–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π Cross-Pollinator (11)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(18)
Conferences
NIPS (2)
AAAI (1)
CVPR (1)
ICLR (1)
Top co-authors
Research topics
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)
model architecture
(1)
neural network interpretability
(1)
neural network optimization
(1)
efficient computing
(1)
mechanism design
(1)
computational efficiency
(1)
markov decision process
(1)
graph transformer
(1)
node classification
(1)
node representation
(1)
Papers
Leveraging Contrastive Learning for Enhanced Node Representations in Tokenized Graph Transformers
NIPS 2024
You Only Need Less Attention at Each Stage in Vision Transformers
CVPR 2024
Reinforcement Mechanism Design: With Applications to Dynamic Pricing in Sponsored Search Auctions
AAAI 2020
Feature Interaction Interpretability: A Case for Explaining Ad-Recommendation Systems via Neural Interaction Detection
ICLR 2020
Neural Interaction Transparency (NIT): Disentangling Learned Interactions for Improved Interpretability
NIPS 2018