PPaperPicks

Xiaofeng Zhu

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

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

DBLP profile ↗ORCID 0000-0001-6840-0578 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Xiaoshuang Shi
×11
Yujie Mo
×10
Kaidi Xu
×7
Ping Hu
×7
Heng Tao Shen
×7
Jinhao Duan
×5
Jie Xu
×5
Zongqian Wu
×5
Zhiyuan Wang
×4
Shangbo Yuan
×4
Tao Tong
×4
Guoqiu Wen
×4

Papers

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