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Author

Shuaidong Gao

Observed name: Gao, Shuaidong
ORCID: 0009-0004-5641-3581
Observed ORCID: 0009-0004-5641-3581
OpenAlex ID: A5136755796
Why Low-Rank Causal Discovery Works: Identifiability, Minimax Rates, and the Capacity Bottleneck
2026 · Shuaidong Gao · SSRN Electronic Journal · 2
A Principled Estimator of Intra-Cluster Correlation for the Stratified Causal Discovery Threshold
2026 · Shuaidong Gao · SSRN Electronic Journal · 2
Causal Transformer: Scaling Gradient-Based Causal Discovery to 500 Variables
2026 · Shuaidong Gao · Research Square · 1
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The Date Hub Architecture of Cancer: A Genome-Wide Causal Network from 18,435 Genes
2026 · Shuaidong Gao · SSRN Electronic Journal · 1
CAGate: Cluster-Aware Gating for Differentiable Causal Discovery in Cancer Genomics
2026 · Shuaidong Gao · SSRN Electronic Journal · 1
What is shared across 33 cancer types is the tissue, not the tumour: a non-malignant axis of the microenvironment
2026 · Shuaidong Gao · Research Square
PDF
A Genome-Wide Causal Network Reveals Conserved Cross-Module Regulatory Architecture in Human Cancer
2026 · Shuaidong Gao · Research Square
PDF
Emergent Thermodynamics and Phase-Space Geometry in Architecture-Constrained Latent Dynamics
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
Causal Emergence in Neural Latent Spaces: Why Less is More for Physical Understanding
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
新皇极经世 (Neo Huangji Jingshi): Structural Priors from Ancient Chinese Mathematics — Twelve Laws Verified Through Deep Learning
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
Pow2 Ultra: Binary Descent GNN for ogbn-products (val=0.9110)
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
CA-Gate + C&S: ogbn-products prediction (val=0.9122)
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
Adaptive Pow2: ogbn-mag prediction (val=0.3744)
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
Pow2 Ultra: Binary Descent GNN for ogbn-products (val=0.9110)
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
CA-Gate + C&S: ogbn-products prediction (val=0.9122)
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
E7 Cascade + C&S: ogbn-products prediction (val=0.9125)
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
Causal Transformer + C&S: ogbn-products prediction (val=0.9122)
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
SSCAGate: ogbn-arxiv prediction (val=0.6949)
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
CA-Gate 8-modal + C&S: ogbn-proteins prediction (val=0.8326)
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
CA-Gate + GIANT: ogbn-arxiv prediction (val=0.7581)
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
Replication Package: Sample-Size Phase Transition in Hard-versus-Soft Clustering
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
Causal Integration Score: A Differentiable Proxy for Scalable Architecture Comparison
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
Differentiable SEIR Modeling of COVID-19: Multi-Country Calibration with Spatial Causal Coupling
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
Impact of Optimizer Choice on Differentiable DAG Learning: Adam Converges to Better Stationary Points than L-BFGS-B in the Augmented Lagrangian Landscape
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
Causal Motif Analysis of the C. elegans Connectome Using Differentiable Structural Causal Models
2026 · Gao, Shuaidong · Zenodo (CERN European Organization for Nuclear Research)
Works count: 35
Citation count: 7
H-index: 2
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