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Carlee Joe-Wong

15 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

AAAI ×3NeurIPS ×3AISTATS ×2UAI ×2ECML-PKDD ×1ICLR ×1ICML ×1MLSys ×1SIGKDD ×1

Frequent coauthors

Jong-Ik Park
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Baris Askin
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Jingdi Chen
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Narjes Nourzad
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I-Cheng Lin
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Tianshu Huang
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Baran Atalar
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Xutong Liu
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Ishank Juneja
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Xuechen Zhang
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Ming Xiang
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Shanshan Han
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Papers

  1. Memory Based Advantage Shaping for LLM-Guided Reinforcement Learning (Student Abstract)
    AAAI 2026 ·
    Narjes Nourzad
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  2. FedBaF: Federated Learning Aggregation Biased by a Foundation Model
    AISTATS 2025 ·
    Jong-Ik Park
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  3. FedSPD: A Soft-clustering Approach for Personalized Decentralized Federated Learning
    UAI 2025 ·
    I-Cheng Lin
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  4. Federated Communication-Efficient Multi-Objective Optimization
    AISTATS 2025 ·
    Baris Askin
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  5. Interference-aware Edge Runtime Prediction with Conformal Matrix Completion
    MLSys 2025 ·
    Tianshu Huang
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  6. Neural Combinatorial Clustered Bandits for Recommendation Systems
    AAAI 2025 ·
    Baran Atalar
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  7. Offline Learning for Combinatorial Multi-armed Bandits
    ICML 2025 ·
    Xutong Liu
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  8. Pairwise Elimination with Instance-Dependent Guarantees for Bandits with Cost Subsidy
    ICLR 2025 ·
    Ishank Juneja
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  9. Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning
    NeurIPS 2024 ·
    Xuechen Zhang
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  10. Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability
    NeurIPS 2024 ·
    Ming Xiang
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  11. FedAST: Federated Asynchronous Simultaneous Training
    UAI 2024 ·
    Baris Askin
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  12. FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs
    SIGKDD 2024 ·
    Shanshan Han
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  13. Federated Learning with Flexible Architectures
    ECML-PKDD 2024 ·
    Jong-Ik Park
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  14. RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning
    AAAI 2024 ·
    Jingdi Chen
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  15. RGMDT: Return-Gap-Minimizing Decision Tree Extraction in Non-Euclidean Metric Space
    NeurIPS 2024 ·
    Jingdi Chen
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