Epistemic-aware Vision-Language Foundation Model for Fetal Ultrasound Interpretation
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A robust association between LLM use and scientific productivity: Assessing stopping-time…
Efficient LLM Adversarial Training via Low-Rank Defense and Circuit-Guided Surrogates
The Capability Convergence Hypothesis: Capability from Access Structure, Not Scale
WitCert: Sound Runtime Risk Observability and Gating for KV-Cache Quantization
The persuasive power of large language models does not depend on their perceived national…
Combining Large Language Models and Symbolic Reasoning for Multi-Robot Temporal Planning …
Monotone and Separable Set Functions: Characterizations and Neural Models
SERUM: State Extraction and Refinement for User Modeling
Towards the Holographic Characteristic of LLMs for Efficient Short-text Generation
SEDR-Seq2P: A Lightweight Dilated Residual Sequence-to-Point Network for Multi-Task Indus…
LAWFUL: Law-Aligned Witness for Faithful Use of Latents
Evaluating Federated Pre-Training: On the Reliability of Downstream Fine-Tuning and Intri…
The Theoretical Foundation of Socratic Tests: Dynamic, Multimodal, Conversational Examina…
Tool Specifications Matter: Uncovering and Mitigating Safety Risks in AI Agents
LEMUR: Learning to Align with Multi-Objective Reinforcement Learning from Preference Feed…
Knowledge Restoration-driven Prompt Optimization: Unlocking LLM Potential for Open-Domain…
Semantics of Subterfuge: Benchmarking Legal Deception Detection Against General-domain St…
GeoRA: Geometry-Aware Low-Rank Adaptation for RLVR
ARB: A Matched Authorship-Rewriting Benchmark Dataset for AI-Text Detector Evaluation
Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls
ViSAGE: Constructing Self-Correcting Memories for Long-Form Video Understanding
Linear Proposal Operators and Stochastic Search Geometry in SOMA and Differential Evoluti…
When Does On-Policy Interaction Help? Representational Tradeoffs in Value-Based Imitation…
TraceViT: Grounded Trace Supervision for Visual Abstract Reasoning
SciToolAgent-Evo: An Ontology-Aware Self-Evolving Agent for Open-World Scientific Tool Ac…
Empowering Cross-Domain Sequential Recommendation with Hybrid Tokenization and Serial-Par…
CAGE: Certified Authorization under Typed-Return Uncertainty for Tool-Using Agents
Mission-Level Runtime Assurance for LLM-Assisted ISR Swarms over a Verification-Aware Fab…
ThinkReset: Learnable Intermediate Interface Construction for Bounded-Context Long-Horizo…