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Papers

• Semantica: Decentralized Search using a LLM-Guided Semantic Tree Overlay (2025)
  Petru Neague et al.
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• Transformer-based few-shot learning for modeling Electricity Consumption Profiles with minimal data across thousands of domains (2026)
  Weijie Xia et al.
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• Neural Configuration-Space Barriers for Manipulation Planning and Control (2026)
  Kehan Long et al.
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• Route Recommendations for Traffic Management Under Learned Partial Driver Compliance (2026)
  Heeseung Bang et al.
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• ZORMS-LfD: Learning from Demonstrations with Zeroth-Order Random Matrix Search (2025)
  Olivia Dry et al.
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• Equation-Free Coarse Control of Distributed Parameter Systems via Local Neural Operators (2026)
  Gianluca Fabiani et al.
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• A Deep State-Space Model Compression Method using Upper Bound on Output Error (2026)
  Hiroki Sakamoto et al.
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• Singularity-free dynamical invariants-based quantum control (2026)
  Ritik Sareen et al.
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• Bridging Earth and Space: A Survey on HAPS for Non-Terrestrial Networks (2026)
  G. Svistunov (Universitat Polit\`ecnica de Val\`encia) et al.
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• Distributed Control of Network Systems in the Space of Stabilizing Graph Neural Network Policies (2026)
  John Cao et al.
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• Bandit Algorithms for Deep Brain Stimulation (2026)
  Arkaprava Gupta et al.
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• Safety Generalization Under Distribution Shift in Safe Reinforcement Learning: A Diabetes Testbed (2026)
  Minjae Kwon et al.
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• Optimal uncertainty bounds for multivariate kernel regression under bounded noise: A Gaussian process-based dual function (2026)
  Amon Lahr et al.
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• An Uncertainty-Aware Resilience Micro-Agent for Causal Observability in the Computing Continuum (2026)
  Suvi De Silva et al.
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• Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management (2026)
  Carol Xuan Long et al.
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• Active Sensing Subserves Task-Level Control (2026)
  Andrew Lamperski et al.
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• SpinFlow: A Physics-Informed Spin Field Framework for Traffic Phase Inference and Transition Detection (2026)
  Haopeng Deng et al.
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• Learning Dynamic Stability Landscapes in Synchronization Networks (2026)
  Christian Nauck et al.
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• Advanced AI Service Provisioning in O-RAN through LLM Engine Integration (2026)
  Seyed Bagher Hashemi Natanzi et al.
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• Optimizing Digital Therapeutic Interventions: Online Learning under Endogenous Adherence (2026)
  Eric Pulick et al.
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• Asymmetric Adaptation-based Real-time Fault Diagnosis Under Transitional Operating Conditions (2026)
  Hongshuo Zhao et al.
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• Lifted Schr\"odinger Bridges for Gaussian Mixture Endpoints: Projection Gaps and Path-Space Obstructions (2026)
  Siddhartha Ganguly et al.
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• T2S-MPC: Time-Embedded Online Adaptive Model Predictive Control for Time-Varying Dynamics (2026)
  Zeyu Shen et al.
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• DBPnet: Damper Characteristics-Based Bayesian Physics-Informed Neural Network for Wheel Load Estimation (2026)
  Tianyi Wang et al.
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• Personalized Federated Learning by Energy-Efficient UAV Communications (2026)
  Shiqian Guo et al.
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• Parallel Differentiable Reachability for Learning and Planning with Certified Neural Dynamics and Controllers (2026)
  Keyi Shen et al.
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• Robust Koopman Control Barrier Filters for Safe Actor-Critic Reinforcement Learning (2026)
  Dhruv S. Kushwaha et al.
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• Efficient On-policy Visual-RL via Stochastic Decoupled Policy Gradient (2026)
  Haoxiang You et al.
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• Bridging Control with Neural Network Verifier alpha-beta-CROWN: A Tutorial (2026)
  Haoyu Li et al.
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• Sample Complexity of Policy Gradient for Log-Growth Control (2026)
  Qiuhua Pan et al.
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• Risk Averse Alert Prioritization for IDS Using Subnormal Gaussian Fuzzy Models (2026)
  Murat Moran
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• Multi-Resolution End-to-End Deep Neural Network for Optimizing Latency-Accuracy Tradeoff in Autonomous Driving (2026)
  Qitao Weng et al.
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• Real-Time Retargeting Using Controllability Boundary for Chandrayaan-3 Lunar Landing (2026)
  Suraj Kumar et al.
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• Access Sets Matter: Budgeting Expert Reads for Scalable Weight-Space Model Merging (2026)
  Yuanyi Wang et al.
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• BuilDyn: Excitation-Driven Data Generation for Building Thermal Dynamics Modeling and Control (2026)
  Felix Koch et al.
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