Hongyang Chen

On the Fragility of Graph Backdoor Defenses: A Robust Strategy via Layer-wise Feature Divergence

Scalable Element-wise Finite-Time Optimization for Deep Neural Networks

NC-Bench and NCfold: A Benchmark and Closed-Loop Framework for RNA Non-Canonical Base-Pair Prediction

Beyond Geometry: Functionally Grounded Molecule Generation for Structure-Based Drug Design

Dual Privacy Protection in Decentralized Learning

UniMatch: Universal Matching from Atom to Task for Few-Shot Drug Discovery

A Third-Person Appraisal Agent: Learning to Reason About Emotions in Conversational Contexts