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Alejandro Ribeiro

University of Pennsylvania, Department of Electrical and Systems Engineering, Philadelphia, PA, USA

17 papers at tracked venues · 13 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0003-4230-9906 ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×4ICML ×4NeurIPS ×3AAAI ×2AISTATS ×2ICRA ×2

Frequent coauthors

Shervin Khalafi
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Zhiyang Wang
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Charilaos I. Kanatsoulis
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Botong Zhang
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Juan Cerviño
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Sergio Rozada
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Juan Ramirez
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Jiashu He
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Liangzu Peng
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Ignacio Hounie
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Juan Elenter
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Daniel Mox
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Papers

  1. A Manifold Perspective on the Statistical Generalization of Graph Neural Networks
    ICML 2025 ·
    Zhiyang Wang
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  2. Alignment of Large Language Models with Constrained Learning
    NeurIPS 2025 ·
    Botong Zhang
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  3. Composition and Alignment of Diffusion Models using Constrained Learning
    NeurIPS 2025 ·
    Shervin Khalafi
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  4. Constrained Learning for Decentralized Multi-Objective Coverage Control
    ICRA 2025 ·
    Juan Cerviño
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  5. Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs
    AAAI 2025 ·
    Sergio Rozada
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  6. Feasible Learning
    AISTATS 2025 ·
    Juan Ramirez
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  7. GIVE: Structured Reasoning of Large Language Models with Knowledge Graph Inspired Veracity Extrapolation
    ICML 2025 ·
    Jiashu He
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  8. Generalization of Graph Neural Networks Is Robust to Model Mismatch
    AAAI 2025 ·
    Zhiyang Wang
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  9. Learning Efficient Positional Encodings with Graph Neural Networks
    ICLR 2025 ·
    Charilaos I. Kanatsoulis
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  10. LoRanPAC: Low-rank Random Features and Pre-trained Models for Bridging Theory and Practice in Continual Learning
    ICLR 2025 ·
    Liangzu Peng
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  11. Constrained Diffusion Models via Dual Training
    NeurIPS 2024 ·
    Shervin Khalafi
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  12. Counting Graph Substructures with Graph Neural Networks
    ICLR 2024 ·
    Charilaos I. Kanatsoulis
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  13. Loss Shaping Constraints for Long-Term Time Series Forecasting
    ICML 2024 ·
    Ignacio Hounie
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  14. Near-Optimal Solutions of Constrained Learning Problems
    ICLR 2024 ·
    Juan Elenter
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  15. Neural Tangent Kernels Motivate Cross-Covariance Graphs in Neural Networks
    ICML 2024 ·
    Shervin Khalafi
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  16. Opportunistic Communication in Robot Teams
    ICRA 2024 ·
    Daniel Mox
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  17. Resilient Constrained Reinforcement Learning
    AISTATS 2024 ·
    Dongsheng Ding
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