robust learning
- Curl Descent : Non-Gradient Learning Dynamics with Sign-Diverse Plasticity
- HoPE: Hybrid of Position Embedding for Long Context Vision-Language Models
- MIBP-Cert: Certified Training against Data Perturbations with Mixed-Integer Bilinear Programs
- Revisiting Semi-Supervised Learning in the Era of Foundation Models
- Semi-supervised Graph Anomaly Detection via Robust Homophily Learning
- Stable Port-Hamiltonian Neural Networks
- Tight Asymptotics of Extreme Order Statistics