Efficient Computing

HiRED: Attention-Guided Token Dropping for Efficient Inference of High-Resolution Vision-Language Models AAAI 2025 HiRemate: Hierarchical Approach for Efficient Re-materialization of Neural Networks ICML 2025 HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models CVPR 2025 HMoRA: Making LLMs More Effective with Hierarchical Mixture of LoRA Experts ICLR 2025 HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing NAACL 2025 HoGS: Unified Near and Far Object Reconstruction via Homogeneous Gaussian Splatting CVPR 2025 Holistically Evaluating the Environmental Impact of Creating Language Models ICLR 2025 Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity CVPR 2025 HookMoE: A learnable performance compensation strategy of Mixture-of-Experts for LLM inference acceleration EMNLP 2025 HOT: Hadamard-based Optimized Training CVPR 2025 Hot-pluggable Federated Learning: Bridging General and Personalized FL via Dynamic Selection ICLR 2025 How efficient is LLM-generated code? A rigorous & high-standard benchmark ICLR 2025 How Much is Too Much? Exploring LoRA Rank Trade-offs for Retaining Knowledge and Domain Robustness IJCNLP 2025 How to Make Large Language Models Generate 100% Valid Molecules? EMNLP 2025 How to Train Your Multi-Exit Model? Analyzing the Impact of Training Strategies ICML 2025 HShare: Fast LLM Decoding by Hierarchical Key-Value Sharing ICLR 2025 H-Tuning: Toward Low-Cost and Efficient ECG-based Cardiovascular Disease Detection with Pre-Trained Models ICML 2025 Human-Machine Ritual: Synergic Performance through Real-Time Motion Recognition NeurIPS 2025 Hybrid-Level Instruction Injection for Video Token Compression in Multi-modal Large Language Models CVPR 2025 Hybrid Mesh-Gaussian Representation for Efficient Indoor Scene Reconstruction IJCAI 2025 Hybrid Quantum-Classical Style Transfer (Student Abstract) AAAI 2025 Hybrid Spiking Vision Transformer for Object Detection with Event Cameras ICML 2025 Hymba: A Hybrid-head Architecture for Small Language Models ICLR 2025 HyperGS: Hyperspectral 3D Gaussian Splatting CVPR 2025 HyperIV: Real-time Implied Volatility Smoothing ICML 2025