Characterizing How Complex Agentic AI Systems Handle General Tasks: A Trace-Based Simulation StudyResearchOct 6, 2026
Safety is Contextual, LLM-Judges Are Not: Navigating the Rigid Priors of EvaluatorsResearchOct 6, 2026
AdaptInfer: Adaptive Token Pruning for Vision-Language Model Inference via Dynamical Text GuidanceResearchOct 6, 2026
MMLongCite: A Benchmark for Evaluating Faithfulness of Long-Context Vision-Language ModelsResearchOct 6, 2026
RefAtomNet++: Advancing Referring Atomic Video Action Recognition using Multi-Trajectory Semantic RetrievalResearchOct 6, 2026
Beyond Objective Equivalence: Constraint Injection for LLM-Based Optimization Modeling on Vehicle Routing ProblemsResearchOct 6, 2026
Continual Action Quality Assessment via Adaptive Manifold-Aligned Graph RegularizationResearchOct 6, 2026