edge computing

Adaptive Routing of Text-to-Image Generation Requests Between Large Cloud Model and Light-Weight Edge Model ICCV 2025 A Multi-Task Supervised Compression Model for Split Computing WACV 2025 An Efficient Hybrid Vision Transformer for TinyML Applications ICCV 2025 AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints AAAI 2025 BHViT: Binarized Hybrid Vision Transformer CVPR 2025 BitMar: Low-Bit Multimodal Fusion with Episodic Memory for Edge Devices EMNLP 2025 Bitnet.cpp: Efficient Edge Inference for Ternary LLMs ACL 2025 Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation Interspeech 2025 Breaking the Resource Monopoly from Industries: Sustainable and Reliable LLM Serving by Recycling Outdated and Resource-Constrained GPUs AAAI 2025 Can't Slow Me Down: Learning Robust and Hardware-Adaptive Object Detectors against Latency Attacks for Edge Devices CVPR 2025 CARVQ: Corrective Adaptor with Group Residual Vector Quantization for LLM Embedding Compression EMNLP 2025 Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device NAACL 2025 Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025 CSAHFL:Clustered Semi-Asynchronous Hierarchical Federated Learning for Dual-layer Non-IID in Heterogeneous Edge Computing Networks IJCAI 2025 DARDA: Domain-Aware Real-Time Dynamic Neural Network Adaptation WACV 2025 DASR: Distributed Adaptive Scene Recognition - A Multi-Agent Cloud-Edge Framework for Language-Guided Scene Detection EMNLP 2025 DeepCompress-ViT: Rethinking Model Compression to Enhance Efficiency of Vision Transformers at the Edge CVPR 2025 Demystifying Small Language Models for Edge Deployment ACL 2025 E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS AAAI 2025 ECCC: Edge Code Cloak Coder for Privacy Code Agent EMNLP 2025 ECC-SNN: Cost-Effective Edge-Cloud Collaboration for Spiking Neural Networks IJCAI 2025 EdgeInfinite: A Memory-Efficient Infinite-Context Transformer for Edge Devices ACL 2025 Eve: Efficient Multimodal Vision Language Models with Elastic Visual Experts AAAI 2025 FBQuant: FeedBack Quantization for Large Language Models IJCAI 2025 Grammar Pruning: Enabling Low-Latency Zero-Shot Task-Oriented Language Models for Edge AI EMNLP 2025