Efficient Computing

A Training-Free Sub-quadratic Cost Transformer Model Serving Framework with Hierarchically Pruned Attention ICLR 2025 Attend to Not Attended: Structure-then-Detail Token Merging for Post-training DiT Acceleration CVPR 2025 Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers ICLR 2025 Attention-Level Speculation ICML 2025 Attention to the Burstiness in Visual Prompt Tuning! ICCV 2025 AttnComp: Attention-Guided Adaptive Context Compression for Retrieval-Augmented Generation EMNLP 2025 AudioBench: A Universal Benchmark for Audio Large Language Models NAACL 2025 Augmented Deep Contexts for Spatially Embedded Video Coding CVPR 2025 AuPair: Golden Example Pairs for Code Repair ICML 2025 AutoBencher: Towards Declarative Benchmark Construction ICLR 2025 AutoCCL: Automated Collective Communication Tuning for Accelerating Distributed and Parallel DNN Training NSDI 2025 AutoChunker: Structured Text Chunking and its Evaluation ACL 2025 AUTOCIRCUIT-RL: Reinforcement Learning-Driven LLM for Automated Circuit Topology Generation ICML 2025 Autoencoder-Based Hybrid Replay for Class-Incremental Learning ICML 2025 AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking EMNLP 2025 AutoIntent: AutoML for Text Classification EMNLP 2025 AutoLUT: LUT-Based Image Super-Resolution with Automatic Sampling and Adaptive Residual Learning CVPR 2025 Automated Fine-Grained Mixture-of-Experts Quantization ACL 2025 Automatic Joint Structured Pruning and Quantization for Efficient Neural Network Training and Compression CVPR 2025 Automatic Transmission for LLM Tiers: Optimizing Cost and Accuracy in Large Language Models ACL 2025 Autonomous Evaluation of LLMs for Truth Maintenance and Reasoning Tasks ICLR 2025 Auto-reconfiguration for Latency Minimization in CPU-based DNN Serving ICML 2025 AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists EMNLP 2025 AutoSSVH: Exploring Automated Frame Sampling for Efficient Self-Supervised Video Hashing CVPR 2025 AVAM: a Universal Training-free Adaptive Visual Anchoring Embedded into Multimodal Large Language Model for Multi-image Question Answering ICCV 2025