Hongying Liu

Venues

Frequent coauthors

Papers

1. FLASH: Focused Layer Attention Sink Hijacking
   ACL 2026 ·

   Siyuan Deng

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2. FedAdamW: A Communication-Efficient Optimizer with Convergence and Generalization Guarantees for Federated Large Models
   AAAI 2026 ·

   Junkang Liu

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3. Beyond Background Shift: Rethinking Instance Replay in Continual Semantic Segmentation
   CVPR 2025 ·

   Hongmei Yin

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4. Consistency of Local and Global Flatness for Federated Learning
   ACM MM 2025 ·

   Junkang Liu

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5. Improving Generalization in Federated Learning with Highly Heterogeneous Data via Momentum-Based Stochastic Controlled Weight Averaging
   ICML 2025 ·

   Junkang Liu

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6. QBasicVSR: Temporal Awareness Adaptation Quantization for Video Super-Resolution
   NeurIPS 2025 ·

   Zhenwei Zhang

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7. Tight High-Probability Bounds for Nonconvex Heavy-Tailed Scenario under Weaker Assumptions
   NeurIPS 2025 ·

   Weixin An

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8. Unsupervised Degradation Representation Aware Transform for Real-World Blind Image Super-Resolution
   AAAI 2025 ·

   Sen Chen

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9. A 3D Unsupervised Domain Adaptation Framework Combining Style Translation and Self-training for Abdominal Organs Segmentation
   MICCAI 2024 ·

   Jiaxi Li

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10. FedBCGD: Communication-Efficient Accelerated Block Coordinate Gradient Descent for Federated Learning
    ACM MM 2024 ·

    Junkang Liu

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11. Robust and Faster Zeroth-Order Minimax Optimization: Complexity and Applications
    NeurIPS 2024 ·

    Weixin An

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12. SAVSR: Arbitrary-Scale Video Super-Resolution via a Learned Scale-Adaptive Network
    AAAI 2024 ·

    Zekun Li

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