Efficient Computing

Prompt-based Depth Pruning of Large Language Models ICML 2025 Prompt Compression with Context-Aware Sentence Encoding for Fast and Improved LLM Inference AAAI 2025 PromptOptMe: Error-Aware Prompt Compression for LLM-based MT Evaluation Metrics NAACL 2025 PROMTEC: Fast LLM Inference Decoding using Prompt Multi-Lookup with Template Database and Common Sequences ACL 2025 ProofAug: Efficient Neural Theorem Proving via Fine-grained Proof Structure Analysis ICML 2025 ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval EMNLP 2025 ProtoOcc: Accurate, Efficient 3D Occupancy Prediction Using Dual Branch Encoder-Prototype Query Decoder AAAI 2025 Provably Near-Optimal Federated Ensemble Distillation with Negligible Overhead ICML 2025 Provence: efficient and robust context pruning for retrieval-augmented generation ICLR 2025 PROXSPARSE: REGULARIZED LEARNING OF SEMI-STRUCTURED SPARSITY MASKS FOR PRETRAINED LLMS ICML 2025 PruneVid: Visual Token Pruning for Efficient Video Large Language Models ACL 2025 Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models ICCV 2025 Pruning for GNNs: Lower Complexity with Comparable Expressiveness ICML 2025 Pruning One More Token is Enough: Leveraging Latency-Workload Non-Linearities for Vision Transformers on the Edge WACV 2025 PTQ4VM: Post-Training Quantization for Visual Mamba WACV 2025 PT-T2I/V: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Image/Video-Task ICLR 2025 PUP 3D-GS: Principled Uncertainty Pruning for 3D Gaussian Splatting CVPR 2025 Pushing the Limits of BFP on Narrow Precision LLM Inference AAAI 2025 Puzzle: Distillation-Based NAS for Inference-Optimized LLMs ICML 2025 PVC: Progressive Visual Token Compression for Unified Image and Video Processing in Large Vision-Language Models CVPR 2025 Pyrrha: Congestion-Root-Based Flow Control to Eliminate Head-of-Line Blocking in Datacenter NSDI 2025 Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers CVPR 2025 Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content CVPR 2025 Q-Frame: Query-aware Frame Selection and Multi-Resolution Adaptation for Video-LLMs ICCV 2025 QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm ACL 2025