Large Language Models

3DCity-LLM: Empowering Multi-modality Large Language Models for 3D City-scale Perception and Understanding

VTAM: Video-Tactile-Action Models for Complex Physical Interaction Beyond VLAs

ReqFusion: A Multi-Provider Framework for Automated PEGS Analysis Across Software Domains

Failure of contextual invariance in gender inference with large language models

VISion On Request: Enhanced VLLM efficiency with sparse, dynamically selected, vision-language interactions

MedObvious: Exposing the Medical Moravec's Paradox in VLMs via Clinical Triage

An Accurate and Interpretable Framework for Trustworthy Process Monitoring

Towards Self-Evolving Benchmarks: Synthesizing Agent Trajectories via Test-Time Exploration under Validate-by-Reproduce Paradigm

BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation for Large Language Models via Lens of Dynamic Interactions

BuilderBench: The Building Blocks of Intelligent Agents

Hybrid Stackelberg Game and Diffusion-based Auction for Two-tier Agentic AI Task Offloading in Internet of Agents

DriveSafe: A Hierarchical Risk Taxonomy for Safety-Critical LLM-Based Driving Assistants

Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents

Obscure but Effective: Classical Chinese Jailbreak Prompt Optimization via Bio-Inspired Search

CXReasonAgent: Evidence-Grounded Diagnostic Reasoning Agent for Chest X-rays

Agentic AI-based Coverage Closure for Formal Verification

Retrieval-Augmented Generation with Covariate Time Series

Planning as Goal Recognition: Deriving Heuristics from Intention Models -- Extended Version

Cascade-Aware Multi-Agent Routing: Spatio-Temporal Sidecars and Geometry-Switching

Towards Intelligent Geospatial Data Discovery: a knowledge graph-driven multi-agent framework powered by large language models

A transformer architecture alteration to incentivise externalised reasoning

Cerebra: A Multidisciplinary AI Board for Multimodal Dementia Characterization and Risk Assessment

Mapping the Challenges of HCI: An Application and Evaluation of ChatGPT for Mining Insights at Scale

Reliable OOD Virtual Screening with Extrapolatory Pseudo-Label Matching

Almost Sure Convergence of Linear Temporal Difference Learning with Arbitrary Features

Dataset Distillation-based Hybrid Federated Learning on Non-IID Data

LOGSAFE: Logic-Guided Verification for Trustworthy Federated Time-Series Learning

Streaming Attention Approximation via Discrepancy Theory

Multiplicative learning from observation-prediction ratios

Automating quantum feature map design via large language models

Leakage and Interpretability in Concept-Based Models

GAIA: A Foundation Model for Operational Atmospheric Dynamics

Generalizable Heuristic Generation Through LLMs with Meta-Optimization

CyberGym: Evaluating AI Agents' Real-World Cybersecurity Capabilities at Scale

Learning The Minimum Action Distance

RedTopic: Toward Topic-Diverse Red Teaming of Large Language Models

Graph Structure Learning with Privacy Guarantees for Open Graph Data

From Product Hilbert Spaces to the Generalized Koopman Operator and the Nonlinear Fundamental Lemma

From Context to Intent: Reasoning-Guided Function-Level Code Completion

DreamAudio: Customized Text-to-Audio Generation with Diffusion Models

MARS: toward more efficient multi-agent collaboration for LLM reasoning

VL-KnG: Persistent Spatiotemporal Knowledge Graphs from Egocentric Video for Embodied Scene Understanding

Generating Findings for Jaw Cysts in Dental Panoramic Radiographs Using a GPT-Based VLM: A Preliminary Study on Building a Two-Stage Self-Correction Loop with Structured Output (SLSO) Framework

Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn Search Agents

MCP Security Bench (MSB): Benchmarking Attacks Against Model Context Protocol in LLM Agents

GUIrilla: A Scalable Framework for Automated Desktop UI Exploration

Gaze-VLM:Bridging Gaze and VLMs through Attention Regularization for Egocentric Understanding

Quantifying Systemic Vulnerability in the Foundation Model Industry