Jianpeng Chen
7 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Keywords
graph neural network
(2)
property prediction
(2)
benchmark evaluation
(1)
graph clustering
(1)
claim verification
(1)
class imbalance
(1)
diffusion model
(1)
long-tailed distribution
(1)
node embedding
(1)
imbalanced classification
(1)
pseudo label
(1)
molecule generation
(1)
multi-view learning
(1)
evaluation metric
(1)
multi-task learning
(1)
imbalanced data
(1)
density functional theory
(1)
head category
(1)
tail category
(1)
representation learning
(1)
Papers
PhyVer: Physics-Grounded Material Claim Verification with Multi-Fidelity Physical Evidence
ACL 2026
MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design
NAACL 2025
UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation
ICML 2025
3D-FuM: Benchmarking 3D Molecule Learning with Functional Groups
IJCAI 2024
Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering
AAAI 2024
Towards Heterogeneous Long-tailed Learning: Benchmarking, Metrics, and Toolbox
NeurIPS 2024
Dual Label-Guided Graph Refinement for Multi-View Graph Clustering
AAAI 2023