Zhen Zhang
Scholar

Zhen Zhang

Google Scholar ID: 4X6Hqg0AAAAJ
The University of Adelaide
CausationProbabilistic Graphical ModelsProbabilistic InferenceGraph Neural Networks
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Citations & Impact
All-time
Citations
1,500
 
H-index
18
 
i10-index
21
 
Publications
20
 
Co-authors
58
list available
Contact
Emailzhen@zzhang.orgTwitterOpen ↗GitHubOpen ↗LinkedInOpen ↗
Publications
3 items
Chem4DLLM: 4D Multimodal LLMs for Chemical Dynamics Understanding
2026
Cited
0
Truth as a Trajectory: What Internal Representations Reveal About Large Language Model Reasoning
2026
Cited
0
The Geometric Mechanics of Contrastive Representation Learning: Alignment Potentials, Entropic Dispersion, and Cross-Modal Divergence
2026
Cited
0
Resume (English only)
Academic Achievements
  • Paper 'Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning' accepted at ICCV 2025
  • Paper 'Analytic DAG Constraints for Continuous DAG learning' accepted at ICLR 2025
  • Three papers accepted at NeurIPS 2025 on optimization, probabilistic forecasting, and multimodal learning
  • Published 'Truncated matrix power iteration for differentiable dag learning' (2022)
  • Published 'Factor graph neural networks' (2020)
Co-authors
58 total
Professor Javen Qinfeng Shi
Professor Javen Qinfeng Shi
Director for Causal AI Group, University of Adelaide
Anton van den Hengel
Anton van den Hengel
Director of the Centre for Augmented Reasoning at AIML, and CommBank AI Scholar
Dong Gong
Dong Gong
University of New South Wales (UNSW)
Wee Sun Lee
Wee Sun Lee
Professor, Department of Computer Science, National University of Singapore
Yuhang Liu
Yuhang Liu
The University of Adelaide
Chunhua Shen
Chunhua Shen
Zhejiang University
Mingming Gong
Mingming Gong
University of Melbourne & Mohamed bin Zayed University of Artificial Intelligence
Anton Milan
Anton Milan
Amazon