Papers
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REVERE: Reflective Evolving Research Engineer for Scientific Workflows
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ToFormer: Towards Large-scale Scenario Depth Completion for Lightweight ToF Camera
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Towards Intelligent Geospatial Data Discovery: a knowledge graph-driven multi-agent framework powered by large language models
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Breaking the $O(\sqrt{T})$ Cumulative Constraint Violation Barrier while Achieving $O(\sqrt{T})$ Static Regret in Constrained Online Convex Optimization
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PAVE: Premise-Aware Validation and Editing for Retrieval-Augmented LLMs
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AI-Driven Multi-Agent Simulation of Stratified Polyamory Systems: A Computational Framework for Optimizing Social Reproductive Efficiency
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PDGMM-VAE: A Variational Autoencoder with Adaptive Per-Dimension Gaussian Mixture Model Priors for Nonlinear ICA
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EvidenceRL: Reinforcing Evidence Consistency for Trustworthy Language Models
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Pedestrian Crossing Intent Prediction via Psychological Features and Transformer Fusion
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Behavioral Engagement in VR-Based Sign Language Learning: Visual Attention as a Predictor of Performance and Temporal Dynamics
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MoCA3D: Monocular 3D Bounding Box Prediction in the Image Plane
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FDARxBench: Benchmarking Regulatory and Clinical Reasoning on FDA Generic Drug Assessment
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NCSTR: Node-Centric Decoupled Spatio-Temporal Reasoning for Video-based Human Pose Estimation
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When Agents Disagree: The Selection Bottleneck in Multi-Agent LLM Pipelines
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Scalable Cross-Facility Federated Learning for Scientific Foundation Models on Multiple Supercomputers
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Verifiable Error Bounds for Physics-Informed Neural Network Solutions of Lyapunov and Hamilton-Jacobi-Bellman Equations
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Subspace Kernel Learning on Tensor Sequences
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SeeClear: Reliable Transparent Object Depth Estimation via Generative Opacification
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DCG-Net: Dual Cross-Attention with Concept-Value Graph Reasoning for Interpretable Medical Diagnosis
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Plagiarism or Productivity? Students Moral Disengagement and Behavioral Intentions to Use ChatGPT in Academic Writing
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Learning to Bet for Horizon-Aware Anytime-Valid Testing
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Prompt-Free Lightweight SAM Adaptation for Histopathology Nuclei Segmentation with Strong Cross-Dataset Generalization
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Probing the Latent World: Emergent Discrete Symbols and Physical Structure in Latent Representations
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StreetForward: Perceiving Dynamic Street with Feedforward Causal Attention
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TextReasoningBench: Does Reasoning Really Improve Text Classification in Large Language Models?
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Optimal Scalar Quantization for Matrix Multiplication: Closed-Form Density and Phase Transition
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An Adaptive Machine Learning Framework for Fluid Flow in Dual-Network Porous Media
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Neural Uncertainty Principle: A Unified View of Adversarial Fragility and LLM Hallucination
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Dual-Domain Representation Alignment: Bridging 2D and 3D Vision via Geometry-Aware Architecture Search
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Wearable Foundation Models Should Go Beyond Static Encoders
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PFM-VEPAR: Prompting Foundation Models for RGB-Event Camera based Pedestrian Attribute Recognition
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PhyUnfold-Net: Advancing Remote Sensing Change Detection with Physics-Guided Deep Unfolding
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Efficiency Follows Global-Local Decoupling
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Accelerating Diffusion Decoders via Multi-Scale Sampling and One-Step Distillation
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CurveStream: Boosting Streaming Video Understanding in MLLMs via Curvature-Aware Hierarchical Visual Memory Management
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AI Psychosis: Does Conversational AI Amplify Delusion-Related Language?
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MagicSeg: Open-World Segmentation Pretraining via Counterfactural Diffusion-Based Auto-Generation
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PA2D-MORL: Pareto Ascent Directional Decomposition based Multi-Objective Reinforcement Learning
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Evolving Embodied Intelligence: Graph Neural Network--Driven Co-Design of Morphology and Control in Soft Robotics
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Skilled AI Agents for Embedded and IoT Systems Development
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PowerLens: Taming LLM Agents for Safe and Personalized Mobile Power Management
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HiFiGaze: Improving Eye Tracking Accuracy Using Screen Content Knowledge
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A Multi-Modal CNN-LSTM Framework with Multi-Head Attention and Focal Loss for Real-Time Elderly Fall Detection
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Data-driven ensemble prediction of the global ocean
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ARMOR: Adaptive Resilience Against Model Poisoning Attacks in Continual Federated Learning for Mobile Indoor Localization
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All-Mem: Agentic Lifelong Memory via Dynamic Topology Evolution
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Decorrelation, Diversity, and Emergent Intelligence: The Isomorphism Between Social Insect Colonies and Ensemble Machine Learning
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FlowScene: Style-Consistent Indoor Scene Generation with Multimodal Graph Rectified Flow
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Physics-Informed Neural Network with Adaptive Clustering Learning Mechanism for Information Popularity Prediction
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K-GMRF: Kinetic Gauss-Markov Random Field for First-Principles Covariance Tracking on Lie Groups
MongoDB - Build AI That Scales
