Papers
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Intentional Deception as Controllable Capability in LLM AgentsUniversity of Idaho
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Scalable Training of Mixture-of-Experts Models with Megatron Core
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Not All Neighbors Matter: Understanding the Impact of Graph Sparsification on GNN Pipelines
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Virtual Intraoperative CT (viCT): Sequential Anatomic Updates for Modeling Tissue Resection Throughout Endoscopic Sinus Surgery
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Post-Training with Policy Gradients: Optimality and the Base Model Barrier
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Chart-RL: Generalized Chart Comprehension via Reinforcement Learning with Verifiable Rewards
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Learning Quadruped Walking from Seconds of Demonstration
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A SISA-based Machine Unlearning Framework for Power Transformer Inter-Turn Short-Circuit Fault Localization
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Topology-Aware Reinforcement Learning over Graphs for Resilient Power Distribution Networks
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SurgCUT3R: Surgical Scene-Aware Continuous Understanding of Temporal 3D Representation
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Conditional Unbalanced Optimal Transport Maps: An Outlier-Robust Framework for Conditional Generative Modeling
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T2SGrid: Temporal-to-Spatial Gridification for Video Temporal Grounding
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Elenchus: Generating Knowledge Bases from Prover-Skeptic Dialogues
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A Systematic Investigation of Document Chunking Strategies and Embedding Sensitivity
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NePPO: Near-Potential Policy Optimization for General-Sum Multi-Agent Reinforcement Learning
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Diffusion Controller: Framework, Algorithms and Parameterization
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Optimizing Multi-Modal Models for Image-Based Shape Retrieval: The Role of Pre-Alignment and Hard Contrastive Learning
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Masked Unfairness: Hiding Causality within Zero ATE
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Perception-Aware Multimodal Spatial Reasoning from Monocular Images
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ADAS-TO: A Large-Scale Multimodal Naturalistic Dataset and Empirical Characterization of Human Takeovers during ADAS Engagement
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Foundational World Models Accurately Detect Bimanual Manipulator Failures
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MipSLAM: Alias-Free Gaussian Splatting SLAM
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Combinatorial Allocation Bandits with Nonlinear Arm Utility
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SuperSkillsStack: Agency, Domain Knowledge, Imagination, and Taste in Human-AI Design Education
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Can Safety Emerge from Weak Supervision? A Systematic Analysis of Small Language Models
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TEA-Time: Transporting Effects Across Time
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AutoChecklist: Composable Pipelines for Checklist Generation and Scoring with LLM-as-a-Judge
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RESCHED: Rethinking Flexible Job Shop Scheduling from a Transformer-based Architecture with Simplified States
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OV-DEIM: Real-time DETR-Style Open-Vocabulary Object Detection with GridSynthetic Augmentation
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Hit-RAG: Learning to Reason with Long Contexts via Preference Alignment
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Enhancing Web Agents with a Hierarchical Memory Tree
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Language-Aware Distillation for Multilingual Instruction-Following Speech LLMs with ASR-Only Supervision
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Permutation-Equivariant 2D State Space Models: Theory and Canonical Architecture for Multivariate Time Series
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Resource-Adaptive Federated Text Generation with Differential Privacy
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Two Frames Matter: A Temporal Attack for Text-to-Video Model Jailbreaking
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Targeted Bit-Flip Attacks on LLM-Based Agents
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Self-Supervised Multi-Modal World Model with 4D Space-Time Embedding
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Fine-Grained 3D Facial Reconstruction for Micro-Expressions
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Looking Back and Forth: Cross-Image Attention Calibration and Attentive Preference Learning for Multi-Image Hallucination Mitigation
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Hindsight Credit Assignment for Long-Horizon LLM Agents
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Animating Petascale Time-varying Data on Commodity Hardware with LLM-assisted Scripting
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Bi-directional digital twin prototype anchoring with multi-periodicity learning for few-shot fault diagnosis
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SODA: Sensitivity-Oriented Dynamic Acceleration for Diffusion Transformer
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MedSteer: Counterfactual Endoscopic Synthesis via Training-Free Activation Steering
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User Review Writing via Interview with Dialogue Systems
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VirtueBench: Evaluating Trustworthiness under Uncertainty in Long Video Understanding
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The Talking Robot: Distortion-Robust Acoustic Models for Robot-Robot Communication
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Interpretable Maximum Margin Deep Anomaly Detection
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Physics-Guided VLM Priors for All-Cloud Removal
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Retinex Meets Language: A Physics-Semantics-Guided Underwater Image Enhancement Network
