Efficient Computing

BlenderGym: Benchmarking Foundational Model Systems for Graphics Editing CVPR 2025 Block-Attention for Efficient Prefilling ICLR 2025 BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers CVPR 2025 BlockDialect: Block-wise Fine-grained Mixed Format Quantization for Energy-Efficient LLM Inference ICML 2025 Block Verification Accelerates Speculative Decoding ICLR 2025 BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices CVPR 2025 BoA: Attention-aware Post-training Quantization without Backpropagation ICML 2025 Boltzmann Attention Sampling for Image Analysis with Small Objects CVPR 2025 Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation ICML 2025 Boost Embodied AI Models with Robust Compression Boundary IJCAI 2025 Boosting Long-Context Information Seeking via Query-Guided Activation Refilling ACL 2025 Boosting Multimodal Large Language Models with Visual Tokens Withdrawal for Rapid Inference AAAI 2025 Boosting the Capabilities of Compact Models in Low-Data Contexts with Large Language Models and Retrieval-Augmented Generation COLING 2025 Boxi: Design Decisions in the Context of Algorithmic Performance for Robotics RSS 2025 BP-Modified Local Loss for Efficient Training of Deep Neural Networks ICLR 2025 Brain-Inspired Spiking Neural Networks for Energy-Efficient Object Detection CVPR 2025 Breaking Down Power Barriers in On-Device Streaming ASR: Insights and Solutions NAACL 2025 Breaking Information Isolation: Accelerating MRI via Inter-sequence Mapping and Progressive Masking AAAI 2025 Breaking the Encoder Barrier for Seamless Video-Language Understanding ICCV 2025 Breaking the Low-Rank Dilemma of Linear Attention CVPR 2025 Breaking the Resource Monopoly from Industries: Sustainable and Reliable LLM Serving by Recycling Outdated and Resource-Constrained GPUs AAAI 2025 Brevity is the soul of sustainability: Characterizing LLM response lengths ACL 2025 Bridging Compressed Image Latents and Multimodal Large Language Models ICLR 2025 Bridging Layout and RTL: Knowledge Distillation based Timing Prediction ICML 2025 Bridging the Gap between Gaussian Diffusion Models and Universal Quantization for Image Compression CVPR 2025