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Efficient Computing

6876 directly classified papers

Papers per year

Papers

CALLIC: Content Adaptive Learning for Lossless Image Compression AAAI 2025
Learnings from Deploying Network QoS Alignment to Application Priorities for Storage Services NSDI 2025
Towards Scalable and Deep Graph Neural Networks via Noise Masking AAAI 2025
Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs ICCV 2025
Evaluating the Quality of Benchmark Datasets for Low-Resource Languages: A Case Study on Turkish ACL 2025
Path-Adaptive Matting for Efficient Inference Under Various Computational Cost Constraints AAAI 2025
What to Distill? Fast Knowledge Distillation with Adaptive Sampling ICCV 2025
Breaking Information Isolation: Accelerating MRI via Inter-sequence Mapping and Progressive Masking AAAI 2025
Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction AAAI 2025
Banking Done Right: Redefining Retail Banking with Language-Centric AI EMNLP 2025
Dynamic-DINO: Fine-Grained Mixture of Experts Tuning for Real-time Open-Vocabulary Object Detection ICCV 2025
Secure On-Device Video OOD Detection Without Backpropagation ICCV 2025
Bridging the LLM Accessibility Divide? Performance, Fairness, and Cost of Closed versus Open LLMs for Automated Essay Scoring ACL 2025
PCToolkit: A Unified Plug-and-Play Prompt Compression Toolkit of Large Language Models IJCAI 2025
UniBuc-SB at ArchEHR-QA 2025: A Resource-Constrained Pipeline for Relevance Classification and Grounded Answer Synthesis ACL 2025
Federated Low-Rank Adaptation for Foundation Models: A Survey IJCAI 2025
A Survey of Optimization Modeling Meets LLMs: Progress and Future Directions IJCAI 2025
Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective AAAI 2025
GRIT: Guided Relational Integration for Efficient Multi-Table Understanding EMNLP 2025
TreeKV: Smooth Key-Value Cache Compression with Tree Structures IJCAI 2025
FBQuant: FeedBack Quantization for Large Language Models IJCAI 2025
Efficient Robustness Evaluation via Constraint Relaxation AAAI 2025
POLO: An LLM-Powered Project-Level Code Performance Optimization Framework IJCAI 2025
RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations IJCAI 2025
Two Sparse Matrices are Better than One: Sparsifying Neural Networks with Double Sparse Factorization ICLR 2025