Artificial Intelligence

Adaptive Self-improvement LLM Agentic System for ML Library Development ICML 2025 Adaptive Shrinkage Estimation for Personalized Deep Kernel Regression in Modeling Brain Trajectories ICLR 2025 AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence ICML 2025 Adaptive teachers for amortized samplers ICLR 2025 Adaptive Tool Use in Large Language Models with Meta-Cognition Trigger ACL 2025 Adaptive Transformer Programs: Bridging the Gap Between Performance and Interpretability in Transformers ICLR 2025 Adaptive Unimodal Regulation for Balanced Multimodal Information Acquisition CVPR 2025 Adaptive-VP: A Framework for LLM-Based Virtual Patients that Adapts to Trainees’ Dialogue to Facilitate Nurse Communication Training ACL 2025 Adapt LLM for Multi-turn Reasoning QA using Tidy Data COLING 2025 AdaptMerge: Inference Time Adaptive Visual and Language-Guided Token Merging for Efficient Large Multimodal Models EMNLP 2025 Adapt Once, Thrive with Updates: Transferable Parameter-Efficient Fine-Tuning on Evolving Base Models ACL 2025 AdaptPFL: Unlocking Cross-Device Palmprint Recognition via Adaptive Personalized Federated Learning with Feature Decoupling IJCAI 2025 AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting ICML 2025 AdaptThink: Reasoning Models Can Learn When to Think EMNLP 2025 AdaReTaKe: Adaptive Redundancy Reduction to Perceive Longer for Video-language Understanding ACL 2025 AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation EMNLP 2025 AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference AAAI 2025 AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender EMNLP 2025 A Data-Centric Revisit of Pre-Trained Vision Models for Robot Learning CVPR 2025 A Data-Driven Diffusion-based Approach for Audio Deepfake Explanations Interspeech 2025 A Data-Driven Method for Analyzing and Quantifying Lyrics-Dance Motion Relationships NAACL 2025 A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization WACV 2025 A Dataset for Expert Reviewer Recommendation with Large Language Models as Zero-shot Rankers COLING 2025 A Dataset of Ancient Chinese Math Word Problems and an Application for Research in Historic Mathematics NAACL 2025 AdaTP: Attention-Debiased Token Pruning for Video Large Language Models EMNLP 2025