⚡ AI-Lesson Articles

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arXiv:2604.04089v1 Announce Type: cross Abstract: Translating quantum many-body theory into scalable software traditionally requires months of effort. Zero-shot

ArXiv cs.AI 📐 ML Fundamentals 📄 Paper ⚡ AI Lesson 3d ago

Fine-grained Analysis of Stability and Generalization for Stochastic Bilevel Optimization

arXiv:2604.04090v1 Announce Type: cross Abstract: Stochastic bilevel optimization (SBO) has been integrated into many machine learning paradigms recently, inclu

ArXiv cs.AI 🛡️ AI Safety & Ethics 📄 Paper ⚡ AI Lesson 3d ago

Toward a Sustainable Software Architecture Community: Evaluating ICSA's Environmental Impact

arXiv:2604.04096v1 Announce Type: cross Abstract: Generative AI (GenAI) tools are increasingly integrated into software architecture research, yet the environme

ArXiv cs.AI 🔐 Cybersecurity 📄 Paper ⚡ AI Lesson 3d ago

NetSecBed: A Container-Native Testbed for Reproducible Cybersecurity Experimentation

arXiv:2604.04121v1 Announce Type: cross Abstract: Cybersecurity research increasingly depends on reproducible evidence, such as traffic traces, logs, and labele

ArXiv cs.AI 📐 ML Fundamentals 📄 Paper ⚡ AI Lesson 3d ago

Learning Robust Visual Features in Computed Tomography Enables Efficient Transfer Learning for Clinical Tasks

arXiv:2604.04133v1 Announce Type: cross Abstract: There is substantial interest in developing artificial intelligence systems to support radiologists across tas

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 3d ago

Learning Dexterous Grasping from Sparse Taxonomy Guidance

arXiv:2604.04138v1 Announce Type: cross Abstract: Dexterous manipulation requires planning a grasp configuration suited to the object and task, which is then ex

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 3d ago

Many Preferences, Few Policies: Towards Scalable Language Model Personalization

arXiv:2604.04144v1 Announce Type: cross Abstract: The holy grail of LLM personalization is a single LLM for each user, perfectly aligned with that user's prefer

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 3d ago

Uncertainty-Aware Test-Time Adaptation for Cross-Region Spatio-Temporal Fusion of Land Surface Temperature

arXiv:2604.04153v1 Announce Type: cross Abstract: Deep learning models have shown great promise in diverse remote sensing applications. However, they often stru

ArXiv cs.AI 📐 ML Fundamentals 📄 Paper ⚡ AI Lesson 3d ago

Incomplete Multi-View Multi-Label Classification via Shared Codebook and Fused-Teacher Self-Distillation

arXiv:2604.04170v1 Announce Type: cross Abstract: Although multi-view multi-label learning has been extensively studied, research on the dual-missing scenario,

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 3d ago

GENFIG1: Visual Summaries of Scholarly Work as a Challenge for Vision-Language Models

arXiv:2604.04172v1 Announce Type: cross Abstract: In many science papers, "Figure 1" serves as the primary visual summary of the core research idea. These figur

ArXiv cs.AI 💻 AI-Assisted Coding 📄 Paper ⚡ AI Lesson 3d ago

Graphic-Design-Bench: A Comprehensive Benchmark for Evaluating AI on Graphic Design Tasks

arXiv:2604.04192v1 Announce Type: cross Abstract: We introduce GraphicDesignBench (GDB), the first comprehensive benchmark suite designed specifically to evalua

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 3d ago

PATHFINDER: Multi-objective discovery in structural and spectral spaces

arXiv:2604.04194v1 Announce Type: cross Abstract: Automated decision-making is becoming key for automated characterization including electron and scanning probe

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 3d ago

Robots Need Some Education: On the complexity of learning in evolutionary robotics

arXiv:2604.04196v1 Announce Type: cross Abstract: Evolutionary Robotics and Robot Learning are two fields in robotics that aim to automatically optimize robot d

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 3d ago

ClawArena: Benchmarking AI Agents in Evolving Information Environments

arXiv:2604.04202v1 Announce Type: cross Abstract: AI agents deployed as persistent assistants must maintain correct beliefs as their information environment evo

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 3d ago

Which English Do LLMs Prefer? Triangulating Structural Bias Towards American English in Foundation Models

arXiv:2604.04204v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly deployed in high-stakes domains, yet they expose only limited la

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 3d ago

LOCARD: An Agentic Framework for Blockchain Forensics

arXiv:2604.04211v1 Announce Type: cross Abstract: Blockchain forensics inherently involves dynamic and iterative investigations, while many existing approaches

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 3d ago

Learning from Imperfect Demonstrations via Temporal Behavior Tree-Guided Trajectory Repair

arXiv:2604.04225v1 Announce Type: cross Abstract: Learning robot control policies from demonstrations is a powerful paradigm, yet real-world data is often subop

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 3d ago

Agentization of Digital Assets for the Agentic Web: Concepts, Techniques, and Benchmark

arXiv:2604.04226v1 Announce Type: cross Abstract: Agentic Web, as a new paradigm that redefines the internet through autonomous, goal-driven interactions, plays

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 3d ago

Hierarchical Semantic Correlation-Aware Masked Autoencoder for Unsupervised Audio-Visual Representation Learning

arXiv:2604.04229v1 Announce Type: cross Abstract: Learning aligned multimodal embeddings from weakly paired, label-free corpora is challenging: pipelines often

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 3d ago

Three Phases of Expert Routing: How Load Balance Evolves During Mixture-of-Experts Training

arXiv:2604.04230v1 Announce Type: cross Abstract: We model Mixture-of-Experts (MoE) token routing as a congestion game with a single effective parameter, the co

ArXiv cs.AI 📐 ML Fundamentals 📄 Paper ⚡ AI Lesson 3d ago

Good Rankings, Wrong Probabilities: A Calibration Audit of Multimodal Cancer Survival Models

arXiv:2604.04239v1 Announce Type: cross Abstract: Multimodal deep learning models that fuse whole-slide histopathology images with genomic data have achieved st

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 3d ago

APPA: Adaptive Preference Pluralistic Alignment for Fair Federated RLHF of LLMs

arXiv:2604.04261v1 Announce Type: cross Abstract: Aligning large language models (LLMs) with diverse human preferences requires pluralistic alignment, where a s

ArXiv cs.AI 🤖 AI Agents & Automation 📄 Paper ⚡ AI Lesson 3d ago

Agents for Agents: An Interrogator-Based Secure Framework for Autonomous Internet of Underwater Things

arXiv:2604.04262v1 Announce Type: cross Abstract: Autonomous underwater vehicles (AUVs) and sensor nodes increasingly support decentralized sensing and coordina

ArXiv cs.AI 🧠 Large Language Models 📄 Paper ⚡ AI Lesson 3d ago

Commercial Persuasion in AI-Mediated Conversations

arXiv:2604.04263v1 Announce Type: cross Abstract: As Large Language Models (LLMs) become a primary interface between users and the web, companies face growing e