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Anton van den Hengel — most-cited papers & profile · Graph Learning
← authors
·
overview
Anton van den Hengel
18
papers ·
26
citations ·
76
h-index
The University of Adelaide
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Procedural Pretraining: Warming Up Language Models with Abstract Data
2026
Analytic DAG Constraints for Differentiable DAG Learning
2025
Graph-Structured Representations for Visual Question Answering
2016
On Incorporating Semantic Prior Knowledge in Deep Learning Through Embedding-Space Constraints
2019
Visual Question Answering with Prior Class Semantics
2020
Deep Graph-level Anomaly Detection by Glocal Knowledge Distillation
2021
EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering
2022
Beyond DAGs: A Latent Partial Causal Model for Multimodal Learning
2024
Top co-authors
Damien Teney
· 5
Anthony Dick
· 2
Biwei Huang
· 2
Dong Gong
· 2
Ehsan Abbasnejad
· 2
Javen Qinfeng Shi
· 2
Kun Zhang
· 2
Mingming Gong
· 2
Violetta Shevchenko
· 2
Yuhang Liu
· 2
Zhen Zhang
· 2
Erdun Gao
· 1
Topics
cs.LG
cs.CV
cs.CL
stat.ML
Scene & Visual Graphs
Knowledge Graphs
Uncategorized
cs.AI