Qingsong Zou
5 papers · 2019–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(14)
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Research topics
Keywords
operator learning
(2)
neural network training
(1)
variational inference
(1)
graph clustering
(1)
function approximation
(1)
uncertainty quantification
(1)
safety alignment
(1)
graph embedding
(1)
function learning
(1)
gaussian mixture model
(1)
partial differential equation
(1)
variational autoencoder
(1)
jailbreak attack
(1)
defense method
(1)
computational fluid dynamics
(1)
scientific computing
(1)
neural operator
(1)
scientific machine learning
(1)
finite element method
(1)
teacher-student learning
(1)
Papers
FUSION: Dataset Pruning via Fusing Uncertainty with Structural Information for Optimal Neural Training in Crystal Property Prediction
AAAI 2026
CFDONEval: A Comprehensive Evaluation of Operator-Learning Neural Network Models for Computational Fluid Dynamics
IJCAI 2025
QueryAttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query Language
ACL 2025
PDENNEval: A Comprehensive Evaluation of Neural Network Methods for Solving PDEs
IJCAI 2024
Variational Graph Embedding and Clustering with Laplacian Eigenmaps
IJCAI 2019