Training-Free Semantic Correction for Autoregressive Visual Models
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Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do
Concept-Constrained Prompt Learning for Few-Shot CLIP Adaptation
Context-Aware Distillation and Ablation for Text2DSL
GeoRouteNet: Geometry-Enhanced Non-Autoregressive Neural Solver for the Traveling Salesma…
SCRUB-FL: Sanitizing and Cleansing Representations via Unlearning of Backdoors
The Geometry of Refusal: Linear Instability in Safety-Aligned LLMs
Libretto: Giving LLM Agents a Sense of Musical Structure
Leakage-Aware Benchmarking of LLM Forecasting: Real-Time Nowcasts as the Decision-Time In…
Interpretable Uncertainty Routing Separating Emotion Ambiguity from Distribution Shift in…
When Confidence Takes the Wrong Path: Diagnosing Retrieval-State Lock-In in RAG
Don't Blindly Trust It: How Unreliable Feedback Breaks Tool-Using LLM Agents
AutoRAS: Learning Robust Agentic Systems with Primitive Representations
Orthogonal Representation Editing: Decoupling Semantic Entanglement in Batch Knowledge Ed…
Federated Learning for Global Carbon Emission Forecasting: A Hybrid Time-Series Approach …
On the Position Bias of On-Policy Distillation
Balancing Performance and Diversity in GRPO Autoregressive Text-to-Image Post-Training
ARCO: Adaptive Rubric with Co-Evolution for Multi-Step LLM-Based Agents
The Power of Light: Improving Synthetic-to-Real Domain Adaptation through Physically-Base…
Trip+: Benchmarking Agents in Personalized Interactive Travel Planning
Agent Behavior Mining: Generative AI Agent Governance in Business Processes
A Quantum-Assisted Agentic Distributed Artificial Intelligence Framework for Deadline-Bou…
DrugBench: Evaluating AI Control Protocols for Medication Harm Mitigation
Confidence Laundering in Agent Systems: Why Uncertainty Needs a Latent Carrier
From Knowing to Acting: Benchmarking Self-Awareness Capability of LLM Agents
Foundation Models for Epileptogenic Zone Identification in Drug-Resistant Epilepsy
Only Ask What You Don't Know: Grounded Delta Planning for Efficient Multi-step RAG
Data Evolution by Wittgenstein's Rule Following
Skill Coverage: A Test Adequacy Metric for Agent Skills
Calibration Is Not Control: Why LLM-Agent Oversight Needs Intervention