Towards Trustworthy Hypergraph Neural Networks under Label Noise
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MESH: Memory-Efficient Sinkhorn Optimization for Mixture-of-Experts Training
Not Every Divergence Should Be Suppressed: Counterfactual Recoverability in On-Policy Dis…
Equitable System-Prompt Selection via Constrained Mixed-Strategy GroupDRO
HyPASE: Hyperbolic Geometry for Parameter-Efficient Speech Emotion Fine-Tuning Framework …
Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborativ…
ATLAS: Adaptive Topological Learning with Abstract Successors for Continual Learning
FinReportBench: Measuring and Improving Institution-Grade Financial Report Generation
Rethinking Reservoir Pruning: A Dynamical Perspective for Echo State Networks
The Order Is the Guarantee: Verifier-Budgeted Code Deletion with Static-First Learned Pro…
Patients-like-me: A Variational LM--GNN Framework for Explainable Clinical Prediction
Hallucinations on the Board: Tool-Augmented Evaluation of LLM Chess Commentary
Behavioral Skill Reconstruction: Reconstructing Hidden Functionality from LLM Agent Skills
Strategic Evaluation of Planning Strategies for LLM Agents in Cyber-Physical Systems
EA-Graph: Artifact-Anchored Verification Memory for Coding Agents under Upstream Drift
LiNC: Lightweight Noise Correction via Per-Sample Trust and Gaussian Mixture Modeling
Interpretable Fuzzy Inference for UAV Target Tracking Using Bounding-Box Geometry
InvFlowFD: Reference-Free and Background-Set-Free Perceptual Music Quality Metric with Fl…
TRNet: Topography-Guided Frequency Rectification and Structure-Aware Decoding for Multimo…
MIDAS: Multi-LLM Iterative Data-Adaptive Summarization
FBID: Adaptive Personalized Federated Learning for Robust Out-of-Distribution Attack Dete…
Spend Bits Where Queries Look: KV Cache Vector Quantization with Attention-Preserving Tra…
DeepThinkVLA: Enhancing Reasoning Capability of Vision-Language-Action Models
Spatiotemporal Graph Transformer for Traffic Intelligence in Edge Computing
Trident : How to Break Deep Reinforcement Learning Cyber Defenses (Agentic)
NuclearDiffusion: Text-to-Image Foundation Models for Learning Nuclear Energy Concepts
CheckOne: Lightweight Fault Detection and Mitigation for Vision Transformers
AgentAntibody: An Adaptive Immune System for Defending LLM Agents against Prompt Injection
Modality Agreement- and Conflict-Aware Prototype Hypergraph Learning for Multimodal Inten…
RAG-Stack: Co-Optimizing RAG Serving Performance and Quality