Efficient Computing

QBB: Quantization with Binary Bases for LLMs NeurIPS 2024 QEFT: Quantization for Efficient Fine-Tuning of LLMs EMNLP 2024 QGAN: Low Footprint Quaternion Neural Vocoder for Speech Synthesis Interspeech 2024 QHM-GAN: Neural Vocoder based on Quasi-Harmonic Modeling Interspeech 2024 QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism EMNLP 2024 QTIP: Quantization with Trellises and Incoherence Processing NeurIPS 2024 QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation NeurIPS 2024 Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models ACL 2024 Quantile-Regression-Ensemble: A Deep Learning Algorithm for Downscaling Extreme Precipitation AAAI 2024 Quantitative Analysis of Editing in Transcription Process in Japanese and European Parliaments and its Diachronic Changes COLING 2024 Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models ACL 2024 QUEEN: QUantized Efficient ENcoding of Dynamic Gaussians for Streaming Free-viewpoint Videos NeurIPS 2024 Query-OPT: Optimizing Inference of Large Language Models via Multi-Query Instructions in Meeting Summarization EMNLP 2024 QUEST: Efficient Extreme Multi-Label Text Classification with Large Language Models on Commodity Hardware EMNLP 2024 QUEST: Query-Aware Sparsity for Efficient Long-Context LLM Inference ICML 2024 Queuing dynamics of asynchronous Federated Learning AISTATS 2024 QuickUpdate: a Real-Time Personalization System for Large-Scale Recommendation Models NSDI 2024 QUIK: Towards End-to-end 4-Bit Inference on Generative Large Language Models EMNLP 2024 Quilt: Robust Data Segment Selection against Concept Drifts AAAI 2024 QuIP$#$: Even Better LLM Quantization with Hadamard Incoherence and Lattice Codebooks ICML 2024 QUIS: Question-guided Insights Generation for Automated Exploratory Data Analysis EMNLP 2024 Q-VLM: Post-training Quantization for Large Vision-Language Models NeurIPS 2024 Ranking-based Client Imitation Selection for Efficient Federated Learning ICML 2024 Ransom Access Memories: Achieving Practical Ransomware Protection in Cloud with DeftPunk OSDI 2024 RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter ACL 2024