Shengzhong Zhang
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
graph neural network
(3)
few-shot learning
(1)
uncertainty quantification
(1)
mathematical reasoning
(1)
theorem proving
(1)
information extraction
(1)
class imbalance
(1)
low-rank approximation
(1)
message passing
(1)
node classification
(1)
retrieval-augmented generation
(1)
bias-variance decomposition
(1)
graph contrastive learning
(1)
heterophilic graph
(1)
subgraph sampling
(1)
knowledge retrieval
(1)
proof generalization
(1)
dual rag
(1)
node labeling
(1)
graph active learning
(1)
Papers
Know Your Neighbors: Subgraph Importance Sampling for Heterophilic Graph Active Learning
AAAI 2026
Reflect Then Learn: Active Prompting for Information Extraction Guided by Introspective Confusion
AAAI 2026
Retrieval-Augmented Language Models are Mimetic Theorem Provers
EMNLP 2025
StructComp: Substituting propagation with Structural Compression in Training Graph Contrastive Learning
ICLR 2024
Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition
NeurIPS 2023