Hongyu Shi — accepted AI-conference papers

2026

Structured Multi-modal Graph Disentanglement for Psychiatric Diagnosis

Hongyu Shi, Kaizhong Zheng, WS Zhai, Shuai Jiang, Liangjun Chen, Badong Chen

ICML 2026poster

Multi-modal neuroimaging diagnosis must integrate cross-modal agreement with modality-specific complementarity, yet in real multi-site cohorts these signals are frequently entangled with site- and cohort-dependent correlations, yielding shortcut-driven predictions, fragile transfer, and limited inte…

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2024

Predicting RTMS Treatment Effects Using Open-Loop Control and Neural Manifold

Hongyu Shi, Kaizhong Zheng, Huaning Wang, Baojuan Li, Badong Chen

ICASSP 2024accepted

Repetitive transcranial magnetic stimulation (rTMS) is a common non-invasive treatment for medication-resistant major depressive disorder (MDD). It utilizes continuous and adjustable magnetic stimulation to modulate neural circuits implicated in the pathogenesis of depression. Nevertheless, construc…

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