Yue Huang

SEP 9, 2026 · JOURNAL ARTICLE

Discovery and Optimization of AMT‐676, a CDH17‐Targeting ADC for the Treatment of Advanced Gastrointestinal Cancers

Advanced Science

Preclinical discovery and optimization study with in vitro, xenograft, and animal toxicology data, but no human clinical evidence; Phase 1 trial is only stated as 'underway' with no results reported.

SEP 9, 2026 · PREPRINT

CoGe-GCD: Reframing Generalized Category Discovery with Compositional Generalization

arXiv

This is an unrefereed arXiv preprint describing a machine learning method for generalized category discovery; it presents algorithmic innovation and benchmark results but lacks peer review and clinical/medical relevance.

SEP 3, 2026 · PREPRINT

Toward Physically Grounded JEPA World Models for Goal-Conditioned Robotic Planning

arXiv

Unreviewed technical report on a robotic learning method, demonstrating improved performance on four simulation benchmarks without clinical or real-world validation.