Sheng Wan
5 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(23)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Learning Types · Deep Learning
(3)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
contrastive learning
(3)
semi-supervised learning
(2)
variational inference
(1)
label propagation
(1)
prototype learning
(1)
model robustness
(1)
knowledge distillation
(1)
privacy preservation
(1)
graph structure
(1)
model serving
(1)
generative model
(1)
node classification
(1)
out-of-distribution detection
(1)
vertical federated learning
(1)
multi-agent debate
(1)
node representation
(1)
graph convolutional network
(1)
prototype-based learning
(1)
sparse graph
(1)
large language model
(1)
Papers
CortexDebate: Debating Sparsely and Equally for Multi-Agent Debate
ACL 2025
Provable Discriminative Hyperspherical Embedding for Out-of-Distribution Detection
AAAI 2025
Complementary Knowledge Distillation for Robust and Privacy-Preserving Model Serving in Vertical Federated Learning
AAAI 2024
Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning
AAAI 2021
Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels
NeurIPS 2021