3 papers
cs.CV2026
AGSP-DSA: An Adaptive Graph Signal Processing Framework for Robust Multimodal Fusion with Dynamic Semantic Alignment
KV Karthikeya, Ashok Kumar Das, Shantanu Pal +2
In this paper, we introduce an Adaptive Graph Signal Processing with Dynamic Semantic Alignment (AGSP DSA) framework to perform robust multimodal data fusion over heterogeneous sou…
cs.HC2025
Context-Aware Intelligent Chatbot Framework Leveraging Mobile Sensing
Ziyan Zhang, Nan Gao, Zhiqiang Nie +2
With the rapid advancement of large language models (LLMs), intelligent conversational assistants have demonstrated remarkable capabilities across various domains. However, they st…
cs.LG2025
TrajSyn: Privacy-Preserving Dataset Distillation from Federated Model Trajectories for Server-Side Adversarial Training
Mukur Gupta, Niharika Gupta, Saifur Rahman +2
Deep learning models deployed on edge devices are increasingly used in safety-critical applications. However, their vulnerability to adversarial perturbations poses significant ris…