PPaperPicks

Kaizhu Huang

30 papers at tracked venues · 20 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3034-9639 ↗Homepage ↗

Venues

AAAI ×7CVPR ×4ICDM ×4ACM MM ×3ICLR ×2NeurIPS ×2WACV ×2ACL ×1EACL ×1ECCV ×1EMNLP ×1ICCV ×1ICRA ×1

Frequent coauthors

Qiufeng Wang
×13
Xi Yang
×9
Xiaowei Huang
×9
Zhaorui Tan
×6
Zihao Zhou
×5
Xiaobo Jin
×5
Wei Wang
×5
Qiufeng Wang
×4
Guangliang Cheng
×4
Huiru Shao
×3
Rui Zhang
×3
Weiguang Zhao
×3

Papers

  1. Logic Matters in Lightweight Hallucination Classification for RAG System
    ACL 2026 ·
    Ningyuan Yang
    , Kaizhu Huang
  2. Rethinking Real Image Editing: Unleashing Diverse Editing Operators via Multi-Objective Optimization
    WACV 2026 ·
    Siyuan Wang
    ,
    Xi Yang
    ,
    Zihao Zhou
    ,
    Huiru Shao
    ,
    Rui Zhang
    ,
    Qiufeng Wang
    ,
    Guangliang Cheng
    , Kaizhu Huang
  3. Unraveling LLM Jailbreaks Through Safety Knowledge Neurons
    EACL 2026 ·
    Chongwen Zhao
    ,
    Yutong Ke
    , Kaizhu Huang
  4. BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis
    CVPR 2025 ·
    Weiguang Zhao
    ,
    Rui Zhang
    ,
    Qiufeng Wang
    ,
    Guangliang Cheng
    , Kaizhu Huang
  5. Can GRPO Boost Complex Multimodal Table Understanding?
    EMNLP 2025 ·
    Xiaoqiang Kang
    ,
    Shengen Wu
    ,
    Zimu Wang
    ,
    Yilin Liu
    ,
    Xiaobo Jin
    , Kaizhu Huang,
    Wei Wang
    ,
    Yutao Yue
    ,
    Xiaowei Huang
    ,
    Qiufeng Wang
  6. Can MLLMs Absorb Math Reasoning Abilities from LLMs as Free Lunch?
    NeurIPS 2025 ·
    Yijie Hu
    ,
    Zihao Zhou
    , Kaizhu Huang,
    Xiaowei Huang
    ,
    Qiufeng Wang
  7. Covariance-Based Space Regularization for Few-Shot Class Incremental Learning
    WACV 2025 ·
    Yijie Hu
    ,
    Guanyu Yang
    ,
    Zhaorui Tan
    ,
    Xiaowei Huang
    , Kaizhu Huang,
    Qiufeng Wang
  8. Disentangling Tabular Data Towards Better One-Class Anomaly Detection
    AAAI 2025 ·
    Jianan Ye
    ,
    Zhaorui Tan
    ,
    Yijie Hu
    ,
    Xi Yang
    ,
    Guangliang Cheng
    , Kaizhu Huang
  9. GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs
    AAAI 2025 ·
    Maizhen Ning
    ,
    Zihao Zhou
    ,
    Qiufeng Wang
    ,
    Xiaowei Huang
    , Kaizhu Huang
  10. Hyperbolic Structured Classification for Robust Single Positive Multi-Label Learning
    ICDM 2025 ·
    Yiming Lin
    ,
    Shang Wang
    ,
    Junkai Zhou
    ,
    Qiufeng Wang
    ,
    Xiao-Bo Jin
    , Kaizhu Huang
  11. Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist
    ICLR 2025 ·
    Zihao Zhou
    ,
    Shudong Liu
    ,
    Maizhen Ning
    ,
    Wei Liu
    ,
    Jindong Wang
    ,
    Derek F. Wong
    ,
    Xiaowei Huang
    ,
    Qiufeng Wang
    , Kaizhu Huang
  12. KDTalker++: Controllable Talking Portrait Generation with Audio, Text, and Expression Editing
    ACM MM 2025 ·
    Chaolong Yang
    ,
    Yinuo Guo
    ,
    Kai Yao
    ,
    Yuyao Yan
    ,
    Jie Sun
    , Kaizhu Huang
  13. KMD: Koopman Multi-modality Decomposition for Generalized Brain Tumor Segmentation under Incomplete Modalities
    CVPR 2025 ·
    Tianyi Liu
    ,
    Haochuan Jiang
    , Kaizhu Huang
  14. PO3AD: Predicting Point Offsets toward Better 3D Point Cloud Anomaly Detection
    CVPR 2025 ·
    Jianan Ye
    ,
    Weiguang Zhao
    ,
    Xi Yang
    ,
    Guangliang Cheng
    , Kaizhu Huang
  15. SmoothGuard: Defending Multimodal Large Language Models with Noise Perturbation and Clustering Aggregation
    ICDM 2025 ·
    Guangzhi Su
    ,
    Shuchang Huang
    ,
    Yutong Ke
    ,
    Zhuohang Liu
    ,
    Long Qian
    , Kaizhu Huang
  16. Template-Driven LLM-Paraphrased Framework for Tabular Math Word Problem Generation
    AAAI 2025 ·
    Xiaoqiang Kang
    ,
    Zimu Wang
    ,
    Xiaobo Jin
    ,
    Wei Wang
    , Kaizhu Huang,
    Qiufeng Wang
  17. The Demon is in Ambiguity: Revisiting Situation Recognition with Single Positive Multi-Label Learning
    ICDM 2025 ·
    Yiming Lin
    ,
    Yuchen Niu
    ,
    Shang Wang
    , Kaizhu Huang,
    Qiufeng Wang
    ,
    Xiao-Bo Jin
  18. Towards Better Robustness Against Natural Corruptions in Document Tampering Localization
    AAAI 2025 ·
    Huiru Shao
    , Kaizhu Huang,
    Wei Wang
    ,
    Xiaowei Huang
    ,
    Qiufeng Wang
  19. Towards Training-Free Open-World Classification with 3D Generative Models
    ACM MM 2025 ·
    Xinzhe Xia
    ,
    Weiguang Zhao
    ,
    Yuyao Yan
    ,
    Guanyu Yang
    ,
    Rui Zhang
    , Kaizhu Huang,
    Xi Yang
  20. Towards a Universal 3D Medical Multi-Modality Generalization via Learning Personalized Invariant Representation
    ICCV 2025 ·
    Zhaorui Tan
    ,
    Xi Yang
    ,
    Tan Pan
    ,
    Tianyi Liu
    ,
    Chen Jiang
    ,
    Xin Guo
    ,
    Qiufeng Wang
    ,
    Anh Nguyen
    ,
    Yuan Qi
    , Kaizhu Huang,
    Yuan Cheng
  21. TriLoRA: Enhancing Realistic Robustness of Low-Step Diffusion Sampling via Structured Low-Rank Adaptation
    ICDM 2025 ·
    Chengcheng Feng
    ,
    Mu He
    ,
    Haojie Yin
    , Kaizhu Huang
  22. ZeroDiff: Solidified Visual-semantic Correlation in Zero-Shot Learning
    ICLR 2025 ·
    Zihan Ye
    ,
    Shreyank N. Gowda
    ,
    Shiming Chen
    ,
    Xiaowei Huang
    ,
    Haotian Xu
    ,
    Fahad Shahbaz Khan
    ,
    Yaochu Jin
    , Kaizhu Huang,
    Xiaobo Jin
  23. Delving into Adversarial Robustness on Document Tampering Localization
    ECCV 2024 ·
    Huiru Shao
    ,
    Zhuang Qian
    , Kaizhu Huang,
    Wei Wang
    ,
    Xiaowei Huang
    ,
    Qiufeng Wang
  24. Document Registration: Towards Automated Labeling of Pixel-Level Alignment Between Warped-Flat Documents
    ACM MM 2024 ·
    Weiguang Zhang
    ,
    Qiufeng Wang
    , Kaizhu Huang,
    Xiaowei Huang
    ,
    Fengjun Guo
    ,
    Xiaomeng Gu
  25. Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification
    NeurIPS 2024 ·
    Zhaorui Tan
    ,
    Xi Yang
    ,
    Qiufeng Wang
    ,
    Anh Nguyen
    , Kaizhu Huang
  26. Lite-SVO: Towards A Lightweight Self-Supervised Semantic Visual Odometry Exploiting Multi-Feature Sharing Architecture
    ICRA 2024 ·
    Wenhui Wei
    ,
    Jiantao Li
    , Kaizhu Huang,
    Jiadong Li
    ,
    Xin Liu
    ,
    Yangfan Zhou
  27. MathAttack: Attacking Large Language Models towards Math Solving Ability
    AAAI 2024 ·
    Zihao Zhou
    ,
    Qiufeng Wang
    ,
    Mingyu Jin
    ,
    Jie Yao
    ,
    Jianan Ye
    ,
    Wei Liu
    ,
    Wei Wang
    ,
    Xiaowei Huang
    , Kaizhu Huang
  28. Rethinking Multi-Domain Generalization with A General Learning Objective
    CVPR 2024 ·
    Zhaorui Tan
    ,
    Xi Yang
    , Kaizhu Huang
  29. Semantic-Aware Data Augmentation for Text-to-Image Synthesis
    AAAI 2024 ·
    Zhaorui Tan
    ,
    Xi Yang
    , Kaizhu Huang
  30. Unraveling Batch Normalization for Realistic Test-Time Adaptation
    AAAI 2024 ·
    Zixian Su
    ,
    Jingwei Guo
    ,
    Kai Yao
    ,
    Xi Yang
    ,
    Qiufeng Wang
    , Kaizhu Huang