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Xiaofeng Zhu

Hainan University, School of Computer Science and Technology, Haikou, China

31 papers at tracked venues · 22 at CORE A* · active 2024–2026

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Venues

IJCAI ×8AAAI ×7CVPR ×3ICLR ×3ICML ×3ACM MM ×2ICCV ×2ACL ×1EMNLP ×1NeurIPS ×1

Frequent coauthors

Zhiyuan Wang
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Jincheng Huang
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Yujie Mo
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Zongqian Wu
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Tao Tong
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Yudi Huang
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Jie Xu
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Fei Kong
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Wenjue He
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Shangbo Yuan
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Hongqing He
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Songyue Cai
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Papers

  1. COIN: Uncertainty-Guarding Selective Question Answering for Foundation Models with Provable Risk Guarantees
    AAAI 2026 ·
    Zhiyuan Wang
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  2. Cross-modal Prompting for Balanced Incomplete Multi-modal Emotion Recognition
    AAAI 2026 ·
    Wenjue He
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  3. Graph Smoothing for Enhanced Local Geometry Learning in Point Cloud Analysis
    AAAI 2026 ·
    Shangbo Yuan
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  4. Meta-GAIN for Missing Data Imputation
    AAAI 2026 ·
    Tao Tong
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  5. Enhancing the Influence of Labels on Unlabeled Nodes in Graph Convolutional Networks
    ICML 2025 ·
    Jincheng Huang
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  6. Graph Embedded Contrastive Learning for Multi-View Clustering
    IJCAI 2025 ·
    Hongqing He
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  7. HG-Adapter: Improving Pre-Trained Heterogeneous Graph Neural Networks with Dual Adapters
    ICLR 2025 ·
    Yujie Mo
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  8. MCD-CLIP: Multi-view Chest Disease Diagnosis with Disentangled CLIP
    IJCAI 2025 ·
    Songyue Cai
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  9. Meta Label Correction with Generalization Regularizer
    IJCAI 2025 ·
    Tao Tong
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  10. Multiplex Graph Representation Learning with Homophily and Consistency
    AAAI 2025 ·
    Yudi Huang
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  11. Noisy Node Classification by Bi-level Optimization Based Multi-Teacher Distillation
    AAAI 2025 ·
    Yujing Liu
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  12. Rethinking Chain-of-Thought from the Perspective of Self-Training
    ICML 2025 ·
    Zongqian Wu
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  13. Robust Multi-View Learning via Representation Fusion of Sample-Level Attention and Alignment of Simulated Perturbation
    ICCV 2025 ·
    Jie Xu
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  14. SConU: Selective Conformal Uncertainty in Large Language Models
    ACL 2025 ·
    Zhiyuan Wang
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  15. Seeking Proxy Point via Stable Feature Space for Noisy Correspondence Learning
    IJCAI 2025 ·
    Yucheng Xie
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  16. Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather
    CVPR 2025 ·
    Longyu Yang
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  17. TruthPrInt: Mitigating Large Vision-Language Models Object Hallucination via Latent Truthful-Guided Pre-Intervention
    ICCV 2025 ·
    Jinhao Duan
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  18. ACT-Diffusion: Efficient Adversarial Consistency Training for One-Step Diffusion Models
    CVPR 2024 ·
    Fei Kong
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  19. Adaptive Multi-Modality Prompt Learning
    ACM MM 2024 ·
    Zongqian Wu
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  20. An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization
    ICLR 2024 ·
    Fei Kong
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  21. Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation
    ACM MM 2024 ·
    Jin Sun
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  22. ConU: Conformal Uncertainty in Large Language Models with Correctness Coverage Guarantees
    EMNLP 2024 ·
    Zhiyuan Wang
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  23. Exploring the Role of Node Diversity in Directed Graph Representation Learning
    IJCAI 2024 ·
    Jincheng Huang
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  24. Investigating and Mitigating the Side Effects of Noisy Views for Self-Supervised Clustering Algorithms in Practical Multi-View Scenarios
    CVPR 2024 ·
    Jie Xu
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  25. Multiplex Graph Representation Learning via Bi-level Optimization
    IJCAI 2024 ·
    Yudi Huang
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  26. On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective
    ICML 2024 ·
    Jincheng Huang
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  27. Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective
    NeurIPS 2024 ·
    Yujie Mo
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  28. Self-Supervised Heterogeneous Graph Learning: a Homophily and Heterogeneity View
    ICLR 2024 ·
    Yujie Mo
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  29. Self-Training Based Few-Shot Node Classification by Knowledge Distillation
    AAAI 2024 ·
    Zongqian Wu
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  30. Simple Contrastive Multi-View Clustering with Data-Level Fusion
    IJCAI 2024 ·
    Caixuan Luo
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  31. Towards Dynamic-Prompting Collaboration for Source-Free Domain Adaptation
    IJCAI 2024 ·
    Mengmeng Zhan
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