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Efficient Computing

6876 directly classified papers

Papers per year

Papers

FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation ACL 2025
Banking Done Right: Redefining Retail Banking with Language-Centric AI EMNLP 2025
Soundwave: Less is More for Speech-Text Alignment in LLMs ACL 2025
JSON Whisperer: Efficient JSON Editing with LLMs EMNLP 2025
ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ACL 2025
FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025
Enhancing Lexicon-Based Text Embeddings with Large Language Models ACL 2025
LVBench: An Extreme Long Video Understanding Benchmark ICCV 2025
Understanding Silent Data Corruption in LLM Training ACL 2025
Removing Cost Volumes from Optical Flow Estimators ICCV 2025
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models ACL 2025
Context Guided Transformer Entropy Modeling for Video Compression ICCV 2025
One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments ACL 2025
Learning Pixel-adaptive Multi-layer Perceptrons for Real-time Image Enhancement ICCV 2025
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention ACL 2025
ScaleOT: Privacy-utility-scalable Offsite-tuning with Dynamic LayerReplace and Selective Rank Compression AAAI 2025
MobiLoRA: Accelerating LoRA-based LLM Inference on Mobile Devices via Context-aware KV Cache Optimization ACL 2025
XCotton: Advancing AI-Enabled Hardware/Software Integrated System for Foreign Fiber Cleaning AAAI 2025
AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration ACL 2025
Fit and Prune: Fast and Training-free Visual Token Pruning for Multi-modal Large Language Models AAAI 2025
RefreshKV: Updating Small KV Cache During Long-form Generation ACL 2025
ABQ-LLM: Arbitrary-Bit Quantized Inference Acceleration for Large Language Models AAAI 2025
STREAQ: Selective Tiered Routing for Effective and Affordable Contact Center Quality Assurance EMNLP 2025
Hybrid Quantum-Classical Style Transfer (Student Abstract) AAAI 2025
A Proactive Reliability Metric for Detecting Failures in Language Model Training EMNLP 2025