Efficient Computing

Optimizing RLHF Training for Large Language Models with Stage Fusion NSDI 2025 OptiPrune: Effective Pruning Approach for Every Target Sparsity COLING 2025 OptiReduce: Resilient and Tail-Optimal AllReduce for Distributed Deep Learning in the Cloud NSDI 2025 OracleFusion: Assisting the Decipherment of Oracle Bone Script with Structurally Constrained Semantic Typography ICCV 2025 Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference ICML 2025 Orchestrating Audio: Multi-Agent Framework for Long-Video Audio Synthesis EMNLP 2025 Orthogonal Finetuning Made Scalable EMNLP 2025 Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution ICLR 2025 Oscillation-Reduced MXFP4 Training for Vision Transformers ICML 2025 OSTQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting ICLR 2025 Outlier-Aware Post-Training Quantization for Discrete Graph Diffusion Models ICML 2025 Outlier-weighed Layerwise Sampling for LLM Fine-tuning ACL 2025 Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning ACL 2025 PADRe: A Unifying Polynomial Attention Drop-in Replacement for Efficient Vision Transformer ICLR 2025 PAFT: Prompt-Agnostic Fine-Tuning EMNLP 2025 Painting with Words: Elevating Detailed Image Captioning with Benchmark and Alignment Learning ICLR 2025 Pairwise Maximum Likelihood For Multi-Class Logistic Regression Model With Multiple Rare Classes ICML 2025 PALMBENCH: A COMPREHENSIVE BENCHMARK OF COMPRESSED LARGE LANGUAGE MODELS ON MOBILE PLATFORMS ICLR 2025 Palu: KV-Cache Compression with Low-Rank Projection ICLR 2025 Pamba: Enhancing Global Interaction in Point Clouds via State Space Model AAAI 2025 PanComplex: Leveraging Complex-Valued Neural Networks for Enhanced Pansharpening IJCAI 2025 ParallelComp: Parallel Long-Context Compressor for Length Extrapolation ICML 2025 Parallelized Autoregressive Visual Generation CVPR 2025 Parameter and Memory Efficient Pretraining via Low-rank Riemannian Optimization ICLR 2025 Parameter-Efficient Adaptation of Geospatial Foundation Models through Embedding Deflection ICCV 2025