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Preprint Oct 2026

ClunoGS: Compact Language 3D Gaussian Splatting via Unified Optimization

Language 3D Gaussian Splatting enables open-vocabulary scene understanding by associating Gaussian primitives with language features. These semantic attributes increase model storage, while most existing 3DGS compression methods are designed mainly to preserve RGB rendering quality. One straightforward approach is to a...

Jian Xu, Yi Li, Ying Huang et al. · 0 citations
#natural language process... Preprint Oct 2026

SAFE-Mem: Secure Agentic Memory with Fine-Grained Authority and Governance-Aware Retrieval

SAFE-Mem is a fine-grained memory governance framework that improves security while preserving legitimate memory use and attains the lowest attack success among defenses that retain legitimate memory, at least 77% below the strongest of them, and the highest answer accuracy of all evaluated defenses.

Hao-Ming Li, Ding-Yi Kang, Xue Hu et al. · 0 citations
Open access Oct 2026

RCTE: A multi-class object detection framework for dental panoramic radiographs

Background Dental panoramic radiographs play an important role in oral disease screening, computer-aided diagnosis, and clinical treatment planning. However, accurate multi-class detection remains challenging due to small lesion sizes, ambiguous anatomical boundaries, insufficient multi-scale feature representation, an...

Jia-Yi Peng, Ji Liu, Yu-Feng Shen et al. · 0 citations
#machine learning Preprint Sep 2026

EAServe: Encode-Aware Disaggregated Serving for Multimodal Large Language Models

EAServe repositions Encode as the control point of the EPD pipeline, exposing three tightly coupled dimensions: when work enters downstream, where prefill executes, and how the GPU is shared, and reaches near-optimal configurations faster than baseline search methods.

Kun-Xiong Zhu, Zhi-Hao Shu, Hang-Yu Zheng et al. · 0 citations

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