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Meng, Changhua

  1. What's Behind the Mask: Understanding Masked Graph Modeling for Graph Autoencoders
    2022/05/20 by Jintang Li, Ruofan Wu, Li, Jintang +15 · 10 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques
  2. Mirror-Consistency: Harnessing Inconsistency in Majority Voting
    2024/10/07 by Siyuan Huang, Huang, Siyuan, Zhiyuan Ma +9 · 10 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Electoral Systems and Political Participation #FOS: Computer and information sciences
  3. DiffusionInst: Diffusion Model for Instance Segmentation
    2022/12/06 by Zhangxuan Gu, Gu, Zhangxuan, Haoxing Chen +9 · 5 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
  4. DiffUTE: Universal Text Editing Diffusion Model
    2023/05/18 by Haoxing Chen, Zhuoer Xu, Chen, Haoxing +15 · 5 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Computer Graphics and Visualization Techniques
  5. XYLayoutLM: Towards Layout-Aware Multimodal Networks For Visually-Rich Document Understanding
    2022/03/14 by Gu, Zhangxuan, Meng, Changhua, Wang, Ke +4 · 3 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs
    2023/05/23 by Tian Sheng, Jihai Dong, Tian, Sheng +17 · 3 citations
    Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Social and Information Networks (cs.SI)
  7. UI-Venus Technical Report: Building High-performance UI Agents with RFT
    2025/08/14 by Gu, Zhangxuan, Zeng, Zhengwen, Xu, Zhenyu +21 · 19 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. GUI-G2: Gaussian Reward Modeling for GUI Grounding
    2025/07/21 by Fei Tang, Tang, Fei, Zhangxuan Gu +20 · 23 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Topic Modeling
  9. Mobile User Interface Element Detection Via Adaptively Prompt Tuning
    2023/05/16 by Zhangxuan Gu, Gu, Zhangxuan, Zhuoer Xu +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Web Data Mining and Analysis
  10. Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective
    2024/06/20 by Yunfei Liu, Liu, Yunfei, Jintang Li +20 · 2 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Face and Expression Recognition
  11. Atom-Searcher: Enhancing Agentic Deep Research via Fine-Grained Atomic Thought Reward
    2025/08/18 by Deng, Yong, Wang, Guoqing, Ying, Zhenzhe +12 · 11 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks
    2022/08/15 by Jintang Li, Zhouxin Yu, Li, Jintang +15 · 1 citation
    Computer Science · #Advanced Graph Neural Networks
  13. On the Robustness of Latent Diffusion Models
    2023/06/14 by Jianping Zhang, Zhang, Jianping, Zhuoer Xu +9 · 1 citation
    Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks
  14. E-ANT: A Large-Scale Dataset for Efficient Automatic GUI NavigaTion
    2024/06/20 by Ke Wang, Tianyu Xia, Wang, Ke +13 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Pose and Action Recognition #Human-Computer Interaction (cs.HC) #Interactive and Immersive Displays
  15. Gumbel Reranking: Differentiable End-to-End Reranker Optimization
    2025/02/16 by Huang, Siyuan, Ma, Zhiyuan, Du, Jintao +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  16. Hetero2Net: Heterophily-aware Representation Learning on Heterogenerous Graphs
    2023/10/18 by Li, Jintang, Wei, Zheng, Dan, Jiawang +9 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. TroubleLLM: Align to Red Team Expert
    2024/02/28 by Xu, Zhuoer, Zhang, Jianping, Cui, Shiwen +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. Agent Safety Alignment via Reinforcement Learning
    2025/07/11 by Zeyang Sha, Hanling Tian, Sha, Zeyang +9 · 2 citations
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences