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Optimization

14207 directly classified papers

Papers per year

Papers

How to Efficiently Explore Noisy Historical Data? Leveraging Corpus Pre-Targeting to Enhance Graph-based RAG EACL 2026

Improving Dialect Robustness in Large Language Models via LoRA and Mixture-of-Experts EACL 2026

Joint Multimodal Preference Optimization for Fine-Grained Visual-Textual Alignment EACL 2026

RB-LoRA: Rank-Balanced Aggregation for Low-Rank Adaptation with Federated Fine-Tuning EACL 2026

Crafting Adversarial Inputs for Large Vision-Language Models Using Black-Box Optimization EACL 2026

Benchmarking the Energy Savings with Speculative Decoding Strategies EACL 2026

Acceleration of Backpropagation in Linear Layers of Transformer Models Based on Gradient Structure EACL 2026

Unsupervised Text Style Transfer for Controllable Intensity EACL 2026

Optimizer Choice and Calibration for QARiB on Arabic-Script Social Media Offensive Language Detection EACL 2026

Take It All: Ensemble Retrieval for Multimodal Evidence Aggregation EACL 2026

Learning to Ideate for Machine Learning Engineering Agents EACL 2026

ReBPE: Iteratively Improving the Internal Structure of a Structured Tokeniser by Mining its Internal Structure EACL 2026

Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access AAAI 2026

HGATSolver: A Heterogeneous Graph Attention Solver for Fluid–Structure Interaction AAAI 2026

Parallel Training Time-to-First-Spike Spiking Neural Networks AAAI 2026

DS-ATGO: Dual-Stage Synergistic Learning via Forward Adaptive Threshold and Backward Gradient Optimization for Spiking Neural Networks AAAI 2026

SpikCommander: A High-performance Spiking Transformer with Multi-view Learning for Efficient Speech Command Recognition AAAI 2026

Training-Free ANN-to-SNN Conversion for High-Performance Spiking Transformers AAAI 2026

Breaking Measurement Barriers: From Compressed Sensing to Deep Reconstruction AAAI 2026

Auxiliary Gene Learning: Spatial Gene Expression Estimation by Auxiliary Gene Selection AAAI 2026

Prompting Adversarial Transferability via Path Flatness Attack AAAI 2026

Improving the Convergence Rate of Ray Search Optimization for Query-Efficient Hard-Label Attacks AAAI 2026

Constrained Molecule Generation Modelled Using the Grammar Constraint AAAI 2026

Cubing for Tuning AAAI 2026

Bootstrapping LLMs via Preference-Based Policy Optimization AAAI 2026