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Related Articles from SNS
High resolution spatial transcriptomics decodes the microenvironmental determinants of response to Nr-CWS therapy in cervical precancerous lesions
Immunotherapy with Nocardia rubra cell wall skeleton (Nr-CWS) can clear human papillomavirus (HPV) and induce regression of cervical precancerous lesions, yet many patients do not respond. The cellular and molecular basis for this heterogeneous clinical outcome remains unknown. Using high-resolution spatial transcriptomics, we profiled squamous intraepithelial lesions (SIL) from patients stratified by their subsequent response to Nr-CWS therapy.
A 3GPP Perspective on Spectrum Sharing for 5G-to-6G Migration: From LTE-NR DSS Lessons to MRSS Design
arXiv:2604.26853v2 Announce Type: replace Abstract: Dynamic spectrum sharing (DSS) played an important role in the 4G-to-5G transition by allowing 5G new radio (NR) to reuse legacy spectrum without immediate static refarming. Yet practical deployments also exposed the cost of coexistence of NR with long-term evolution (LTE), including overheads, control-channel bottlenecks, neighbor-cell interference, etc. As 6G begins to take shape, spectrum scarcity below 7 GHz is again making 5G-6G...
GeM-NR: Geometry-Aware Multi-View Editing for Nonrigid Scene Changes
Announce Type: new Abstract: Recent developments in multi-view image editing with generative models have brought us a step closer toward general 3D content generation and customization. Most existing works focus on rigid or appearance-only edits by utilizing the geometry of the unedited scene. This naturally limits these methods to edits that preserve the underlying scene structure.
ReFLEX: Length-Generalizable CSI Denoising for MIMO-OFDM via Relative-Frequency Bias
arXiv:2606.00263v1 Announce Type: cross Abstract: This letter studies CSI denoising for MIMO--OFDM with variable NR resource block (RB) allocations. ReFLEX is a length-generalizable Transformer whose frequency attention uses a relative-frequency position bias (RFPB) generated from subcarrier offsets. A single checkpoint handles unseen RB lengths and can be applied to sparse DM-RS observations in the tested RB5/
Real-World Deployment of a 5G-Connected Edge-Controlled Aerial Robot in Industrial Subterranean Mines
arXiv:2606.04818v1 Announce Type: new Abstract: This article presents the first real-world autonomous flight of a 5G-connected aerial robot controlled by an edge-offloaded controller, and aims to bridge the gap between controlled and factual setups. The robot operates within an active industrial subterranean mine, while the high-level controller is deployed in a nearby Kubernetes-based edge cluster. Communication between the robot and the edge is enabled via a 5G New Radio (NR) Standalone...
HiRQA: Hierarchical Ranking and Quality Alignment for Opinion-Unaware Image Quality Assessment
arXiv:2508.15130v3 Announce Type: replace Abstract: Despite significant progress in no-reference image quality assessment (NR-IQA), dataset biases and reliance on subjective labels continue to hinder their generalization performance. We propose HiRQA (Hierarchical Ranking and Quality Alignment), a self-supervised, opinion-unaware framework that offers a hierarchical, quality-aware embedding through a combination of ranking and contrastive learning. Unlike prior approaches that depend on...
TinyML-Driven Cybersecurity for Autonomous Spacecraft: Latency-Accuracy Analysis for SPARTA RF and Cyber Threat Detection
Announce Type: new Abstract: Autonomous spacecraft require rapid, lightweight, and reliable onboard detection of cyber-RF threats. Using the SPARTA attack model, we analyze the latency-accuracy trade-offs of TinyML-compatible classical models -- Random Forest, Logistic Regression, SVM, and MLP -- for detecting uplink jamming, Fake-NR spoofing, payload manipulation, ground-segment compromise, and unauthorized command injection.
2027 recruiting class rankings: Miami surges into ...
As anticipated, commitments are on the rise and expected to continue to tick up. Miami was a key mover as it pushed into the top-five with multiple four-star additions. One of those was SC Next 300 DE Jaiden Bryant who flipped from LSU.
Dmitry Bivol reclaims top spot at light heavyweigh...
Dmitry Bivol returned to the rankings after a 15-month absence, reclaiming the No. 1 spot at light heavyweight with a dominant performance against Michael Eifert . The fight was less about the opponent and more about Bivol knocking the rust off with a one-sided victory that was never in doubt. After knocking down Eifert in the opening round with a left hook, Bivol remained in control to retain the WBA and IBF light heavyweight titles by unanimous decision.