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Jia Liu

Iowa State University, Department of Computer Science, Ames, IA, USA

17 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8844-3233 ↗Google Scholar ↗Homepage ↗

Venues

ICML ×5WWW ×3AAAI ×2ICLR ×2UAI ×2AAMAS ×1EMNLP ×1ICDM ×1

Frequent coauthors

Zhiyao Zhang
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Jin Shang
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Zhuqing Liu
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Minghong Fang
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Zhen Qin
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Ismail Alkhouri
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Han Liu
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Srijith Nair
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Mingdai Yang
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Mingjing Xu
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Tianchen Zhou
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Yang Jiao
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Papers

  1. Multi-Objective Bilevel Learning
    AAAI 2026 ·
    Zhiyao Zhang
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  2. Byzantine-Robust Federated Learning over Ring-All-Reduce Distributed Computing
    WWW 2025 ·
    Minghong Fang
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  3. DUET: Decentralized Bilevel Optimization without Lower-Level Strong Convexity
    ICLR 2025 ·
    Zhen Qin
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  4. Differentiable Quadratic Optimization For the Maximum Independent Set Problem
    ICML 2025 ·
    Ismail Alkhouri
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  5. Divide and Orthogonalize: Efficient Continual Learning with Local Model Space Projection
    UAI 2025 ·
    Jin Shang
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  6. EcoLoRA: Communication-Efficient Federated Fine-Tuning of Large Language Models
    EMNLP 2025 ·
    Han Liu
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  7. FSL-SAGE: Accelerating Federated Split Learning via Smashed Activation Gradient Estimation
    ICML 2025 ·
    Srijith Nair
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  8. Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning
    ICML 2025 ·
    Zhiyao Zhang
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  9. PCL: Prompt-based Continual Learning for User Modeling in Recommender Systems
    WWW 2025 ·
    Mingdai Yang
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  10. PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimization
    AAAI 2025 ·
    Mingjing Xu
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  11. STIMULUS: Achieving Fast Convergence and Low Sample Complexity in Stochastic Multi-Objective Learning
    UAI 2025 ·
    Zhuqing Liu
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  12. Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning
    ICML 2024 ·
    Tianchen Zhou
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  13. PILOT: An $\mathcal{O}(1/K)$-Convergent Approach for Policy Evaluation with Nonlinear Function Approximation
    ICLR 2024 ·
    Zhuqing Liu
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  14. Rethinking Sequential Relationships: Improving Sequential Recommenders with Inter-Sequence Data Augmentation
    WWW 2024 ·
    Yang Jiao
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  15. Sample and Communication Efficient Fully Decentralized MARL Policy Evaluation via a New Approach: Local TD Update
    AAMAS 2024 ·
    Hairi
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  16. Transitivity-Encoded Graph Attention Networks for Complementary Item Recommendations
    ICDM 2024 ·
    Jin Shang
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  17. Understanding Server-Assisted Federated Learning in the Presence of Incomplete Client Participation
    ICML 2024 ·
    Haibo Yang
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