Efficient Computing

QiMeng-GEMM: Automatically Generating High-Performance Matrix Multiplication Code by Exploiting Large Language Models AAAI 2025 QiMeng-TensorOp: One-Line Prompt is Enough for High-Performance Tensor Operator Generation with Hardware Primitives IJCAI 2025 QiMLP: Quantum-inspired Multilayer Perceptron with Strong Correlation Mining and Parameter Compression AAAI 2025 QJL: 1-Bit Quantized JL Transform for KV Cache Quantization with Zero Overhead AAAI 2025 Q-Mamba: Towards more efficient Mamba models via post-training quantization ACL 2025 Q-MiniSAM2: A Quantization-based Benchmark for Resource-Efficient Video Segmentation IJCAI 2025 QoS-Efficient Serving of Multiple Mixture-of-Expert LLMs Using Partial Runtime Reconfiguration ICML 2025 QOS: Quantum Operating System OSDI 2025 QP-SNN: Quantized and Pruned Spiking Neural Networks ICLR 2025 QSpec: Speculative Decoding with Complementary Quantization Schemes EMNLP 2025 Q-TempFusion: Quantization-Aware Temporal Multi-Sensor Fusion on Bird's-Eye View Representation WACV 2025 Qua2SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models AAAI 2025 QuackIR: Retrieval in DuckDB and Other Relational Database Management Systems EMNLP 2025 Quaff: Quantized Parameter-Efficient Fine-Tuning under Outlier Spatial Stability Hypothesis ACL 2025 QualBench: Benchmarking Chinese LLMs with Localized Professional Qualifications for Vertical Domain Evaluation EMNLP 2025 Quamba2: A Robust and Scalable Post-training Quantization Framework for Selective State Space Models ICML 2025 Quamba: A Post-Training Quantization Recipe for Selective State Space Models ICLR 2025 Quantization without Tears CVPR 2025 Quantized Spike-driven Transformer ICLR 2025 QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache ICML 2025 Quantum Algorithms for Finite-horizon Markov Decision Processes ICML 2025 Quantum Virtual Machines OSDI 2025 QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge CVPR 2025 Quest2DataAgent: Automating End-to-End Scientific Data Collection EMNLP 2025 QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning ICCV 2025