Where Does Neural Advantage Arise in Continuous-Time Dynamic Graph Prediction?
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Simulate to Generalize: Scaling Stateful Supervision for API-calling Agents using LLM World Models
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VeriSimpl: Robust Optimization Modeling from Natural Language using Simplification-based Verification
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Discrete vs. Continuous: A Comprehensive Study of Unified Audio Understanding in LALMs
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Relative Wasserstein Angle and the Problem of the $W_2$-Nearest Gaussian Distribution
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Optimizing Canaries for Privacy Auditing with Metagradient Descent
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Communication-Efficient Byzantine-Robust Federated Conformal Prediction via Partial Sharing
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GRPO-QPS: Target-Preserving Reinforcement Learning for Quantum Posterior Sampling
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Uranus: Building the Next-Generation Simulation Infrastructure for Embodied AI
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CAffNet: Hard Constraint-Affine Neural Networks
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Sharp First-Order Lower Bounds for Higher-Order Smooth Nonconvex Optimization
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Not All Objectives Are Born Equal: Priority-Constrained Descent for Hierarchical Multi-Objective Optimization
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