Optimization

PScalpel: A Machine Learning-based Guider for Protein Phase-Separating Behaviour Alteration AAAI 2025 PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimization AAAI 2025 PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language Models ACL 2025 PTQ4VM: Post-Training Quantization for Visual Mamba WACV 2025 Putting People in LLMs’ Shoes: Generating Better Answers via Question Rewriter AAAI 2025 Puzzle: Distillation-Based NAS for Inference-Optimized LLMs ICML 2025 PVMamba: Parallelizing Vision Mamba via Dynamic State Aggregation ICCV 2025 Pyramidal Flow Matching for Efficient Video Generative Modeling ICLR 2025 Pyrrha: Congestion-Root-Based Flow Control to Eliminate Head-of-Line Blocking in Datacenter NSDI 2025 Q-Adapter: Customizing Pre-trained LLMs to New Preferences with Forgetting Mitigation ICLR 2025 QA‐LIGN: Aligning LLMs through Constitutionally Decomposed QA EMNLP 2025 QERA: an Analytical Framework for Quantization Error Reconstruction ICLR 2025 QiMeng-Attention: SOTA Attention Operator is generated by SOTA Attention Algorithm ACL 2025 QiMeng-TensorOp: One-Line Prompt is Enough for High-Performance Tensor Operator Generation with Hardware Primitives IJCAI 2025 QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach OSDI 2025 QiMP at SemEval-2025 Task 11: Optimizing Text-based Emotion Classification in English Beyond Traditional Methods SemEval 2025 QJL: 1-Bit Quantized JL Transform for KV Cache Quantization with Zero Overhead AAAI 2025 QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search ICML 2025 Q-Mamba: Towards more efficient Mamba models via post-training quantization ACL 2025 qNBO: quasi-Newton Meets Bilevel Optimization ICLR 2025 QPM: Discrete Optimization for Globally Interpretable Image Classification ICLR 2025 QT-DoG: Quantization-Aware Training for Domain Generalization ICML 2025 Quadratic Upper Bound for Boosting Robustness ICML 2025 Quality-Aware Decoding: Unifying Quality Estimation and Decoding ACL 2025 Quantum Optimization via Gradient-Based Hamiltonian Descent ICML 2025