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Xiaofei Xie

Singapore Management University, Singapore

16 papers at tracked venues · 14 at CORE A* · active 2024–2026

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Venues

AAAI ×4SIGKDD ×4EMNLP ×2NeurIPS ×2ACL ×1ICDE ×1SIGIR ×1WWW ×1

Frequent coauthors

Jianming Chen
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Zhenkai Li
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Weipeng Jiang
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Guoqing Wang
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Mingsheng Cao
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Jian Wang
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Zhufeng Lu
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Weihao Xuan
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Zeke Xia
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Jiahao Wu
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Lili Quan
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Ziming Zhao
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Papers

  1. AdaFedRec: Adaptive Heterogeneous Federated Recommender Systems Across Multi-Device Users
    ICDE 2026 ·
    Zhenkai Li
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  2. Adversarial Attack on Black-Box Multi-Agent by Adaptive Perturbation
    AAAI 2026 ·
    Jianming Chen
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  3. From Chaos to Clarity: A Knowledge Graph-Driven Audit Dataset Generation Framework for LLM Unlearning
    AAAI 2026 ·
    Weipeng Jiang
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  4. PurifAI: Detecting and Fixing Search-Induced Distortions in Web-Augmented LLMs
    SIGIR 2026 ·
    Guoqing Wang
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  5. Two Heads Are Better Than One: Generalized Cross-Domain Federated Learning via Dual-Prototype
    SIGKDD 2026 ·
    Mingsheng Cao
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  6. Where Did It Go Wrong? Capability-Oriented Failure Attribution for Vision-and-Language Navigation Agents
    ACL 2026 ·
    Jianming Chen
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  7. Do Code Semantics Help? A Comprehensive Study on Execution Trace-Based Information for Code Large Language Models
    EMNLP 2025 ·
    Jian Wang
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  8. Gradients as An Action: Towards Communication-Efficient Federated Recommender Systems via Adaptive Action Sharing
    SIGKDD 2025 ·
    Zhufeng Lu
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  9. MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
    EMNLP 2025 ·
    Weihao Xuan
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  10. MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay
    AAAI 2025 ·
    Zeke Xia
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  11. Rising from Ashes: Generalized Federated Learning via Dynamic Parameter Reset
    NeurIPS 2025 ·
    Jiahao Wu
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  12. TensorJSFuzz: Effective Testing of Web-Based Deep Learning Frameworks via Input-Constraint Extraction
    WWW 2025 ·
    Lili Quan
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  13. Towards Context-Aware Traffic Classification via Time-Wavelet Fusion Network
    SIGKDD 2025 ·
    Ziming Zhao
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  14. Understanding Individual Agent Importance in Multi-Agent System via Counterfactual Reasoning
    AAAI 2025 ·
    Jianming Chen
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  15. Is Aggregation the Only Choice? Federated Learning via Layer-wise Model Recombination
    SIGKDD 2024 ·
    Ming Hu
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  16. SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification
    NeurIPS 2024 ·
    Yanxin Yang
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