3 papers
cs.CV2026
AGFT: Alignment-Guided Fine-Tuning for Zero-Shot Adversarial Robustness of Vision-Language Models
Yubo Cui, Xianchao Guan, Zijun Xiong +1
Pre-trained vision-language models (VLMs) exhibit strong zero-shot generalization but remain vulnerable to adversarial perturbations. Existing classification-guided adversarial fin…
cs.DC2025
EPARA: Parallelizing Categorized AI Inference in Edge Clouds
Yubo Wang, Yubo Cui, Tuo Shi +5
With the increasing adoption of AI applications such as large language models and computer vision AI, the computational demands on AI inference systems are continuously rising, mak…
cs.LG2025
OptiProxy-NAS: Optimization Proxy based End-to-End Neural Architecture Search
Bo Lyu, Yu Cui, Tuo Shi +1
Neural architecture search (NAS) is a hard computationally expensive optimization problem with a discrete, vast, and spiky search space. One of the key research efforts dedicated t…