Efficient Computing

SOLAR: Switchable Output Layer for Accuracy and Robustness in Once-for-All Training WACV 2026 Sortblock: Similarity-Aware Feature Reuse for Diffusion Model AAAI 2026 SPARD: Single-step Inference with Adaptive Sampling in Residual Diffusion for Human Motion Prediction AAAI 2026 Sparse Attention Across Multiple-Context KV Cache AAAI 2026 Sparse Brains are Also Adaptive Brains: Cognitive-Load-Aware Dynamic Activation for LLMs EACL 2026 Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction AAAI 2026 Sparse Task Vector Mixup with Hypernetworks for Efficient Knowledge Transfer in Whole-Slide Image Prognosis CVPR 2026 SpecDiff: Accelerating Diffusion Model Inference with Self-Speculation AAAI 2026 SpecQuant: Spectral Decomposition and Adaptive Truncation for Ultra-Low-Bit LLMs Quantization AAAI 2026 SpeeDe3DGS: Speedy Deformable 3D Gaussian Splatting with Temporal Pruning and Motion Grouping CVPR 2026 SPEED-Q: Staged Processing with Enhanced Distillation Towards Efficient Low-Bit On-Device VLM Quantization AAAI 2026 SpikeRain: Towards Energy-Efficient Single Image Deraining with Spiking Neural Networks WACV 2026 Spiking-Aided Neural Architecture for Efficient and Robust WiFi Sensing AAAI 2026 Spiking Heterogeneous Graph Attention Networks AAAI 2026 SpikingIR: A Novel Converted Spiking Neural Network for Efficient Image Restoration AAAI 2026 SPSC: Sparse and Scalable Multi-Modal 3D Occupancy Prediction for Autonomous Driving AAAI 2026 SSCL: Adversarially Guided Image Compression via Semantic and Spectral Consistency Learning AAAI 2026 STAGE: Storyboard-Anchored Generation for Cinematic Multi-shot Narrative CVPR 2026 Statistical Foundations of DIME: Risk Estimation for Practical Index Selection EACL 2026 Steering Pretrained Drafters During Speculative Decoding AAAI 2026 Steering Sparse Autoencoder Latents to Control Dynamic Head Pruning in Vision Transformers (Student Abstract) AAAI 2026 STEG-AIW: Spatio-Temporal Gating and Adaptive-Timestep Inference for Efficient Spiking Neural Networks WACV 2026 Stratified Knowledge-Density Super-Network for Scalable Vision Transformers AAAI 2026 StreamKV: Streaming Video Question-Answering with Segment-based KV Cache Retrieval and Compression AAAI 2026 SubGCache: Accelerating Graph-based RAG with Subgraph-level KV Cache AAAI 2026