Application Areas

A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality EMNLP 2025 A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025 Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inference NAACL 2025 AMP-ViT: Optimizing Vision Transformer Efficiency with Adaptive Mixed-Precision Post-Training Quantization WACV 2025 AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models EMNLP 2025 AMR-Transformer: Enabling Efficient Long-range Interaction for Complex Neural Fluid Simulation CVPR 2025 A Multi-Agent Framework for Mitigating Dialect Biases in Privacy Policy Question-Answering Systems ACL 2025 A Multi-Focus-Driven Multi-Branch Network for Robust Multimodal Sentiment Analysis AAAI 2025 A Multi-Granularity Clustering Approach for Federated Backdoor Defense with the Adam Optimizer IJCAI 2025 A Multilingual, Culture-First Approach to Addressing Misgendering in LLM Applications EMNLP 2025 A Multi-Task Supervised Compression Model for Split Computing WACV 2025 AMXFP4: Taming Activation Outliers with Asymmetric Microscaling Floating-Point for 4-bit LLM Inference ACL 2025 An Active Learning Framework for Inclusive Generation by Large Language Models COLING 2025 An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures ICML 2025 AnalyticKWS: Towards Exemplar-Free Analytic Class Incremental Learning for Small-footprint Keyword Spotting ACL 2025 Analyzing and generating English phrases with finite-state methods to match and translate inflected Plains Cree word-forms NAACL 2025 Analyzing and Improving the Skin Tone Consistency and Bias in Implicit 3D Relightable Face Generators WACV 2025 Analyzing Dialectical Biases in LLMs for Knowledge and Reasoning Benchmarks EMNLP 2025 Analyzing Interview Questions via Bloom’s Taxonomy to Enhance the Design Thinking Process ACL 2025 Analyzing Memorization in Large Language Models through the Lens of Model Attribution NAACL 2025 Analyzing the Evolution of Scientific Misconduct Based on the Language of Retracted Papers ACL 2025 Analyzing the Synthetic-to-Real Domain Gap in 3D Hand Pose Estimation CVPR 2025 Analyzing values about gendered language reform in LLMs’ revisions EMNLP 2025 An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving IJCNLP 2025 An Architecture Search Framework for Inference-Time Techniques ICML 2025