⚡ AI-Lesson Articles

Trained Persistent Memory for Frozen Decoder-Only LLMs

Conformal Risk Control for Safety-Critical Wildfire Evacuation Mapping: A Comparative Study of Tabular, Spatial, and Graph-Based Models

Large Language Models for Missing Data Imputation: Understanding Behavior, Hallucination Effects, and Control Mechanisms

Graph Signal Processing Meets Mamba2: Adaptive Filter Bank via Delta Modulation

Causal Direct Preference Optimization for Distributionally Robust Generative Recommendation

Graphs RAG at Scale: Beyond Retrieval-Augmented Generation With Labeled Property Graphs and Resource Description Framework for Complex and Unknown Search Spaces

T-MAP: Red-Teaming LLM Agents with Trajectory-aware Evolutionary Search

First-Mover Bias in Gradient Boosting Explanations: Mechanism, Detection, and Resolution

WIST: Web-Grounded Iterative Self-Play Tree for Domain-Targeted Reasoning Improvement

Bridging neuroscience and AI: adaptive, culturally sensitive technologies transforming aphasia rehabilitation

Unveiling the Mechanism of Continuous Representation Full-Waveform Inversion: A Wave Based Neural Tangent Kernel Framework

Early Discoveries of Algorithmist I: Promise of Provable Algorithm Synthesis at Scale

MCLR: Improving Conditional Modeling in Visual Generative Models via Inter-Class Likelihood-Ratio Maximization and Establishing the Equivalence between Classifier-Free Guidance and Alignment Objectives

Q-AGNN: Quantum-Enhanced Attentive Graph Neural Network for Intrusion Detection

Modeling Quantum Federated Autoencoder for Anomaly Detection in IoT Networks

Reasoner-Executor-Synthesizer: Scalable Agentic Architecture with Static O(1) Context Window

When Visuals Aren't the Problem: Evaluating Vision-Language Models on Misleading Data Visualizations

SynLeaF: A Dual-Stage Multimodal Fusion Framework for Synthetic Lethality Prediction Across Pan- and Single-Cancer Contexts

FAAR: Format-Aware Adaptive Rounding for NVFP4

Rethinking Multimodal Fusion for Time Series: Auxiliary Modalities Need Constrained Fusion

Three Creates All: You Only Sample 3 Steps

AI Co-Scientist for Ranking: Discovering Novel Search Ranking Models alongside LLM-based AI Agents with Cloud Computing Access

Abnormalities and Disease Detection in Gastro-Intestinal Tract Images

Instruction-Tuned, but Not More Verifiable Instruction-Following: A Cross-Task Diagnosis for LoRA Adapters