How Width and Data Shape Generalization Scaling Laws in Quadratic Neural Networks
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HAT-4D: Lifting Monocular Video for 4D Multi-Object Interactions via Human-Agent Collabor…
The Remittance Blueprint: Data-driven Intelligence for Sri Lanka
Cognitive Episodes in LLM Reasoning Traces Enable Interpretable Human Item Difficulty Pre…
LLawCo: Learning Laws of Cooperation for Modeling Embodied Multi-Agent Behavior
Beyond Sparse Supervision: Diffusion-Guided Learning for Few-Shot Graph Fraud Detection
PhysisForcing: Physics Reinforced World Simulator for Robotic Manipulation
From Tokens to States: LLMs as a Special Case of World Models and the Continuous Path Bey…
Higher-Order Fourier Neural Operator: Explicit Mode Mixer for Nonlinear PDEs
BiDeMem: Bidirectional Degradation Memory for Explainable Image Restoration
Single and Multi Truth Data Fusion using Large Language Models
MultiHashFormer: Hash-based Generative Language Models
Can LLMs Judge Better Than They Generate? Evaluating Task Asymmetry, Mechanistic Interpre…
Mind the Gap: Quantifying the Domain Gap in Cross-Sensor Diffusion Super-Resolution
MLVC: Multi-platform Learned Video Codec for Real-World Deployment
Dialogue to Detection: A Multimodal Hybrid NLP Pipeline for Insurance Fraud Detection
SHARD: cell-keyed residual splitting for alignment-resistant private dense retrieval
ProMSA:Progressive Multimodal Search Agents for Knowledge-Based Visual Question Answering
Reasoning Beyond Prediction: From Data-Driven to Causal Software Engineering
Two-Stage Fine-Tuning for Protein Sequence Generation with Targeted Amino-Acid Composition
Reflect-R1: Evidence-Driven Reflection for Self-Correction in Long Video Understanding
A Study of Temporal Fusion Strategies for Named Entity Recognition in Historical Texts
SpatialUAV: Benchmarking Spatial Intelligence for Low-Altitude UAV Perception, Collaborat…
GNBAN: Graph Neural Basis Attention Networks for Long-Horizon Forecasting over Large Enti…
SHIFT: Gate-Modulated Activation Steering for Knowledge Conflict Mitigation in Retrieval-…
Output-Space Allocation Costs for Calibration-Guided LLM Compression: An Empirical Study
RS-Diffuser: Risk-Sensitive Diffusion Planning with Distributional Value Guidance
Drop-Then-Recovery: How Redundant Are Vision-Language-Action Models?
End-to-End Dynamic Sparsity for Resource-Adaptive LLM Inference
Enhancing Numerical Prediction in LLMs via Smooth MMD Alignment