CIAware-Bench: Benchmarking Control Intervention Awareness Across Frontier LLMs
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Structure from Reasoning, Numbers from Search: On-Premise Open LLMs as Structural Priors …
Null-Space Constrained Low-Rank Adaptation for Response-Specified Large Language Model Un…
Recalling Too Well: Sycophancy Evaluation and Mitigation in Memory-Augmented Models
Evaluating Research-Level Math Proofs via Strict Step-Level Verification
READER: Robust Evidence-based Authorship Decoding via Extracted Representations
When the Chain of Thought Knows Better: Failure Modes in Multi-Turn Reasoning Models
Learning What to Remember: Observability-Safe Memory Retention via Constrained Optimizati…
Expert-Level Crisis Detection in Mental Health Conversations
HIPIF: Hierarchical Planning and Information Folding for Long-Horizon LLM Agent Learning
A Reliable Fault Diagnosis Method Based on Belief Rule Base Consider Robustness Analysis
Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in…
Mobility Anomaly Generation using LLM-Driven Behavior with Kinematic Constraints
Self-Distillation Policy Optimization via Visual Feedback: Bridging Code and Visual Artif…
Sim2Schedule: A Simulator-Guided LLM Framework for Autonomous Open-Pit Mine Scheduling
Supervised Fine-tuning with Synthetic Rationale Data Hurts Real-World Disease Prediction
RealMath-Eval: Why SOTA Judges Struggle with Real Human Reasoning
Regimes: An Auditable, Held-Out-Gated Improvement Loop Demonstrated on LongMemEval with A…
Less Context, Better Agents: Efficient Context Engineering for Long-Horizon Tool-Using LL…
Deployment-Time Memorization in Foundation-Model Agents
CleanPatrick: A Benchmark for Image Data Cleaning
Decentralized Multi-Agent Systems with Shared Context
Post-Quantum Secure Federated DeFi for Inclusive Banking
Dynamic Linear Attention
Can Image Models Imagine Time? ImageTime: A Novel Benchmark for Probing Visual World Mode…
Causal Ensemble Agent: Hierarchical Causal Discovery with LLM-guided Expert Reweighting
Dmsh: A Multi-Agent Reinforcement Learning Framework for All-Quad Mesh Generation
Embedding Hybrid Systems into Continuous Latent Vector Fields
Towards Diverse Scientific Hypothesis Search with Large Language Models
Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unifie…