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Efficient Computing

6876 directly classified papers

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Papers

SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025
Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing IJCAI 2025
M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework EMNLP 2025
HD-PiSSA: High-Rank Distributed Orthogonal Adaptation EMNLP 2025
EcoTune: Token-Efficient Multi-Fidelity Hyperparameter Optimization for Large Language Model Inference EMNLP 2025
Binary Event-Driven Spiking Transformer IJCAI 2025
Does Acceleration Cause Hidden Instability in Vision Language Models? Uncovering Instance-Level Divergence Through a Large-Scale Empirical Study EMNLP 2025
Firewall Routing: Blocking Leads to Better Hybrid Inference for LLMs EMNLP 2025
ELMGS: Enhancing Memory and Computation Scalability through Compression for 3D Gaussian Splatting WACV 2025
eTran: Extensible Kernel Transport with eBPF NSDI 2025
Stop Looking for “Important Tokens” in Multimodal Language Models: Duplication Matters More EMNLP 2025
SwiftEdit: Lightning Fast Text-Guided Image Editing via One-Step Diffusion CVPR 2025
Augmented Deep Contexts for Spatially Embedded Video Coding CVPR 2025
Optimizing RLHF Training for Large Language Models with Stage Fusion NSDI 2025
Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation EMNLP 2025
DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off EMNLP 2025
Does quantization affect models’ performance on long-context tasks? EMNLP 2025
Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025
SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading EMNLP 2025
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs EMNLP 2025
Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation EMNLP 2025
High-level Programming for Application Networks NSDI 2025
CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM EMNLP 2025
Static or Dynamic: Towards Query-Adaptive Token Selection for Video Question Answering EMNLP 2025
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device CVPR 2025