Zhihui Fu

Venues

Frequent coauthors

Papers

1. "I See What You Did There": Can Large Vision-Language Models Understand Multimodal Puns?
   ACL 2026 ·

   Naen Xu

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2. Compiling Activation Steering into Weights via Null-Space Constraints for Stealthy Backdoors
   ACL 2026 ·

   Rui Yin

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3. DiffuSpec: Unlocking Diffusion Language Models for Speculative Decoding
   ACL 2026 ·

   Guanghao Li

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4. FraudShield: Knowledge Graph Empowered Defense for LLMs against Fraud Attacks
   WWW 2026 ·

   Naen Xu

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5. POP: Prefill-Only Pruning for Efficient Large Model Inference
   ACL 2026 ·

   Junhui He

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6. TopFGL: A Topology-Aware and Distributionagnostic Federated Learning Framework Tackling Topological Heterogeneity on Graph Data
   ICDE 2026 ·

   Junyang Wang

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7. FedGF: Enhancing Structural Knowledge via Graph Factorization for Federated Graph Learning
   WSDM 2025 ·

   Pengyang Zhou

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8. FedGOG: Federated Graph Out-of-Distribution Generalization with Diffusion Data Exploration and Latent Embedding Decorrelation
   AAAI 2025 ·

   Pengyang Zhou

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9. Joint Item Embedding Dual-view Exploration and Adaptive Local-Global Fusion for Federated Recommendation
   SIGIR 2025 ·

   Pengyang Zhou

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10. Joint Similarity Item Exploration and Overlapped User Guidance for Multi-Modal Cross-Domain Recommendation
    WWW 2025 ·

    Weiming Liu

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11. Personalized Federated Recommendation with Multi-Faceted User Representation and Global Consistent Prototype
    CIKM 2025 ·

    Jiaming Qian

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