Efficient Computing

Joint Optimization of Camera Model and Deep Neural Network for Image Recognition WACV 2026 Judge Q: Trainable Queries for Optimized Information Retention in KV Cache Eviction AAAI 2026 KeepKV: Achieving Periodic Lossless KV Cache Compression for Efficient LLM Inference AAAI 2026 KFS-Bench: Comprehensive Evaluation of Key Frame Sampling in Long Video Understanding WACV 2026 KTV: Keyframes and Key Tokens Selection for Efficient Training-Free Video LLMs AAAI 2026 KVmix: Gradient-Based Layer Importance-Aware Mixed-Precision Quantization for KV Cache AAAI 2026 KV Pareto: Systems-Level Optimization of KV Cache and Model Compression for Long Context Inference EACL 2026 LabelBuddy: An Open Source Music and Audio Language Annotation Tagging Tool Using AI Assistance EACL 2026 LampQ: Towards Accurate Layer-wise Mixed Precision Quantization for Vision Transformers AAAI 2026 Language Model-Driven Data Pruning Enables Efficient Active Learning EACL 2026 LAS: Loss-less ANN-SNN Conversion for Fully Spike-Driven Large Language Models AAAI 2026 LatentLLM: Activation-Aware Transform to Multi-Head Latent Attention AAAI 2026 Learnable Permutation for Structured Sparsity on Transformer Models AAAI 2026 Learning Compact Video Representations for Efficient Long-form Video Understanding in Large Multimodal Models WACV 2026 Learning from Scoring Disagreements: Contrastive Error Mining for Efficient and Robust LLM-based Assessment AAAI 2026 Learning Spatial Decay for Vision Transformers AAAI 2026 Learning to Ideate for Machine Learning Engineering Agents EACL 2026 Learning Unified Spatio-temporal Representations for Efficient Compressed Video Understanding WACV 2026 Less Is More: Rethinking Parameter-Efficient Fine-Tuning from a Subtractive Perspective AAAI 2026 Lethe: Layer- and Time-Adaptive KV Cache Pruning for Reasoning-Intensive LLM Serving AAAI 2026 LexInstructEval: Lexical Instruction Following Evaluation for Large Language Models AAAI 2026 Light but Sharp: SlimSTAD for Real-Time Action Detection from Sensor Data AAAI 2026 Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation AAAI 2026 LLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit AAAI 2026 LLM Plug-ins Are Not a Free Lunch for Clinical Time-Series Prediction EACL 2026