12 citations · 14 across the 15 of their papers we have counts for
5 papers · 1 filter
Semantic Compression Trees: Multi-Resolution Knowledge Retrieval via Hierarchical Semantic Residuals
Junaid Farooq
Retrieval-augmented generation relies mostly on flat, fixed-granularity indexes: documents are cut into uniform chunks and retrieved by similarity, discarding the hierarchical stru…
Process-Aware Cross-Layer Adaptation for O-RAN-Enabled Industrial Systems
Elahe Delavari, Junaid Farooq, M. Majid Butt +1
Wireless networks increasingly support closed-loop industrial applications in which sensed data must be transmitted, processed, and converted into an action before physical process…
Temporally Encoded Double DQN for Proactive PRB Allocation in O-RAN Enabled Industrial Networks
Elahe Delavari, Xingqi Wu, Junaid Farooq
Fifth-generation (5G) wireless systems are increasingly adopted in smart manufacturing to support heterogeneous industrial workloads through services such as enhanced Mobile Broadb…
Jamming-Resilient PRB Reservation for Latency-Critical O-RAN Network Slicing
Elahe Delavari, Junaid Farooq
Open radio access network (O-RAN) architectures enable near real-time, software-driven control of network slicing through programmable xApps deployed on the near-real-time RAN Inte…
Differentiable Architecture Search for Adversarially Robust Quantum Computer Vision
Mohamed Afane, Quanjiang Long, Haoting Shen +4
Current quantum neural networks suffer from extreme sensitivity to both adversarial perturbations and hardware noise, creating a significant barrier to real-world deployment. Exist…