Efficient Computing

Increased Compute Efficiency and the Diffusion of AI Capabilities AAAI 2025 Incremental Transformer: Efficient Encoder for Incremented Text Over MRC and Conversation Tasks COLING 2025 Inference Compute-Optimal Video Vision Language Models ACL 2025 Inference Optimal VLMs Need Fewer Visual Tokens and More Parameters ICLR 2025 Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power Applications CVPR 2025 Inferring from Logits: Exploring Best Practices for Decoding-Free Generative Candidate Selection ACL 2025 Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index EMNLP 2025 InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model ACL 2025 Info-Coevolution: An Efficient Framework for Data Model Coevolution ICML 2025 Information Bottleneck-guided MLPs for Robust Spatial-temporal Forecasting ICML 2025 InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation ICLR 2025 Instance-dependent Early Stopping ICLR 2025 Instituto de Telecomunicações at IWSLT 2025: Aligning Small-Scale Speech and Language Models for Speech-to-Text Learning ACL 2025 InstructPart: Task-Oriented Part Segmentation with Instruction Reasoning ACL 2025 Integration-free Kernels for Equivariant Gaussian Process Modelling ICML 2025 Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface ICLR 2025 Interpolating Neural Network-Tensor Decomposition (INN-TD): a scalable and interpretable approach for large-scale physics-based problems ICML 2025 In-the-wild Audio Spatialization with Flexible Text-guided Localization ACL 2025 IntLoRA: Integral Low-rank Adaptation of Quantized Diffusion Models ICML 2025 Inverse Bridge Matching Distillation ICML 2025 Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency ACL 2025 Investigating Omission as a Latency Reduction Strategy in Simultaneous Speech Translation IJCNLP 2025 Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking EMNLP 2025 IoTMigrator: LLM-driven Embedded IoT Code Migration across Different OSes for Cloud-device Integration EMNLP 2025 IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs EMNLP 2025