Efficient Computing

GIF: Generative Inspiration for Face Recognition at Scale CVPR 2025 GigaGS: 3D Gaussian Based Planar Representation for Large-Scene Surface Reconstruction AAAI 2025 “Give Me BF16 or Give Me Death”? Accuracy-Performance Trade-Offs in LLM Quantization ACL 2025 GLIC: General Format Learned Image Compression AAAI 2025 Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training AAAI 2025 GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction EMNLP 2025 GRASP: Replace Redundant Layers with Adaptive Singular Parameters for Efficient Model Compression EMNLP 2025 GS-2DGS: Geometrically Supervised 2DGS for Reflective Object Reconstruction CVPR 2025 Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications ACL 2025 Guided and Variance-Corrected Fusion with One-shot Style Alignment for Large-Content Image Generation AAAI 2025 Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference EMNLP 2025 HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025 Hierarchical Context Pruning: Optimizing Real-World Code Completion with Repository-Level Pretrained Code LLMs AAAI 2025 HierGR: Hierarchical Semantic Representation Enhancement for Generative Retrieval in Food Delivery Search ACL 2025 HMoE: Heterogeneous Mixture of Experts for Language Modeling EMNLP 2025 HSI: A Holistic Style Injector for Arbitrary Style Transfer CVPR 2025 ImagePiece: Content-aware Re-tokenization for Efficient Image Recognition AAAI 2025 Improving the Training of Data-Efficient GANs via Quality Aware Dynamic Discriminator Rejection Sampling CVPR 2025 Increased Compute Efficiency and the Diffusion of AI Capabilities AAAI 2025 Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power Applications CVPR 2025 InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model ACL 2025 Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking ACL 2025 Integral Fast Fourier Color Constancy CVPR 2025 IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs EMNLP 2025 JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration AAAI 2025