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Wang, Haonan

  1. UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer
    2021/09/09 by Haonan Wang, Peng Cao, Wang, Haonan +5 · 18 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  2. Efficient Dataset Distillation via Minimax Diffusion
    2023/11/27 by Gu, Jianyang, Vahidian, Saeed, Kungurtsev, Vyacheslav +4 · 18 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  3. A Neural Corpus Indexer for Document Retrieval
    2022/06/06 by Yujing Wang, Yingyan Hou, Wang, Yujing +29 · 13 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  4. Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation
    2023/03/01 by Guozhen Zhang, Zhang, Guozhen, Yuhan Zhu +9 · 13 citations
    Computer Science · #Advanced Vision and Imaging #Advanced Image Processing Techniques #Human Pose and Action Recognition
  5. NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
    2025/04/17 by Xiangyan Liu, Jinjie Ni, Liu, Xiangyan +13 · 26 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  6. Reinforcing General Reasoning without Verifiers
    2025/05/27 by Xiangxin Zhou, Zhou, Xiangxin, Zichen Liu +15 · 31 citations
    Computer Science · #Logic, Reasoning, and Knowledge
  7. Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization
    2020/09/10 by Qi Zhu, Zhu, Qi, Carl Yang +9 · 4 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
  8. AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation
    2024/03/04 by Wang, Haonan, Zhang, Qixiang, Li, Yi +1 · 7 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
    2024/11/06 by Pedro R. A. S. Bassi, Wenxuan Li, Bassi, Pedro R. A. S. +103 · 11 citations
    Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis
  10. Subclass-balancing Contrastive Learning for Long-tailed Recognition
    2023/06/28 by Hou, Chengkai, Zhang, Jieyu, Wang, Haonan +1 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Secure Deep Graph Generation with Link Differential Privacy
    2020/05/01 by Carl Yang, Yang, Carl, Haonan Wang +7 · 4 citations
    Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #Social and Information Networks (cs.SI)
  12. Complexity Matters: Rethinking the Latent Space for Generative Modeling
    2023/07/17 by Hu, Tianyang, Chen, Fei, Wang, Haonan +4 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  13. PromptArmor: Simple yet Effective Prompt Injection Defenses
    2025/07/21 by Shi, Tianneng, Zhu, Kaijie, Wang, Zhun +13 · 25 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  14. Single-Pass Contrastive Learning Can Work for Both Homophilic and Heterophilic Graph
    2022/11/20 by Haonan Wang, Jieyu Zhang, Wang, Haonan +7 · 4 citations
    Computer Science · Social Sciences · #Advanced Graph Neural Networks #E-Government and Public Services #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  15. DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation
    2023/07/22 by Wang, Haonan, Li, Xiaomeng · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  16. Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation
    2023/10/17 by Haonan Wang, Xiaomeng Li, Wang, Haonan +1 · 4 citations
    Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  17. Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization
    2024/06/20 by Qianli Shen, Shen, Qianli, Yezhen Wang +15 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Deep Active Learning by Leveraging Training Dynamics
    2021/10/16 by Haonan Wang, Wei Huang, Wang, Haonan +8 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
  19. Attention Weighted Mixture of Experts with Contrastive Learning for Personalized Ranking in E-commerce
    2023/06/08 by Gong, Juan, Chen, Zhenlin, Ma, Chaoyi +7 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  20. Narrowing the semantic gaps in U-Net with learnable skip connections: The case of medical image segmentation
    2023/12/23 by Haonan Wang, Peng Cao, Wang, Haonan +7 · 2 citations
    Engineering · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
  21. Can AI Be as Creative as Humans?
    2024/01/03 by Haonan Wang, Wang, Haonan, James Zou +18 · 2 citations
    Materials Science · Computer Science · Social Sciences · #Machine Learning in Materials Science #Topic Modeling #Language and cultural evolution
  22. Relation Learning on Social Networks with Multi-Modal Graph Edge Variational Autoencoders
    2019/11/04 by Yang, Carl, Zhang, Jieyu, Wang, Haonan +5 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  23. Token Activation Map to Visually Explain Multimodal LLMs
    2025/06/29 by Li, Yi, Wang, Hualiang, Ding, Xinpeng +2 · 6 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Fostering Video Reasoning via Next-Event Prediction
    2025/05/28 by Haonan Wang, Wang, Haonan, Hongfu Liu +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  25. Towards Better Text-to-Image Generation Alignment via Attention Modulation
    2024/04/22 by Yihang Wu, Wu, Yihang, Xiao Cao +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Multimedia (cs.MM)
  26. GTPT: Group-based Token Pruning Transformer for Efficient Human Pose Estimation
    2024/07/15 by Haonan Wang, Jie Liu, Wang, Haonan +10 · 2 citations
    Computer Science · Engineering · #Human Pose and Action Recognition #Hand Gesture Recognition Systems #Gait Recognition and Analysis
  27. Nearly Monochromatic Primordial Black Holes as total Dark Matter from Bubble Collapse
    2025/10/22 by Haonan Wang, Ying-li Zhang, Wang, Haonan +3 · 5 citations
    Physics and Astronomy · #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #Dark Matter and Cosmic Phenomena #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Physics - Theory (hep-th) #Particle physics theoretical and experimental studies
  28. The Fast and the Private: Task-based Dataset Search
    2023/08/10 by Huang, Zezhou, Liu, Jiaxiang, Wang, Haonan +1 · 1 citation
    #Databases (cs.DB) #FOS: Computer and information sciences
  29. On Copyright Risks of Text-to-Image Diffusion Models
    2023/09/15 by Zhang, Yang, Tzun, Teoh Tze, Hern, Lim Wei +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graphics (cs.GR) #Multimedia (cs.MM)
  30. Model-enhanced Vector Index
    2023/09/23 by Zhang, Hailin, Wang, Yujing, Chen, Qi +16 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  31. DD-Ranking: Rethinking the Evaluation of Dataset Distillation
    2025/05/19 by Li, Zekai, Zhong, Xinhao, Khaki, Samir +49 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs
    2025/02/18 by Longxu Dou, Qian Liu, Dou, Longxu +73 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  33. The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright Breaches Without Adjusting Finetuning Pipeline
    2024/01/07 by Wang, Haonan, Shen, Qianli, Tong, Yao +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  34. UniEval: Unified Holistic Evaluation for Unified Multimodal Understanding and Generation
    2025/05/15 by Yi Li, Haonan Wang, Li, Yi +10 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems
  35. Detection of a structural break in intraday volatility pattern
    2024/04/18 by Kokoszka, Piotr, Kutta, Tim, Mohammadi, Neda +2 · 1 citation
    #FOS: Computer and information sciences #Methodology (stat.ME)
  36. LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification
    2025/02/24 by Yang, Penghui, Du, Cunxiao, Zhang, Fengzhuo +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  37. Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks
    2024/10/24 by Lehan Wang, Wang, Lehan, Haonan Wang +11 · 2 citations
    Computer Science · #Topic Modeling
  38. DataLab: A Unified Platform for LLM-Powered Business Intelligence
    2024/12/03 by Luoxuan Weng, Weng, Luoxuan, Yinghao Tang +37 · 1 citation
    Business, Management and Accounting · Computer Science · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences
  39. A Systematic Characterization of LLM Inference on GPUs
    2025/12/01 by Haonan Wang, Wang, Haonan, Xiao, Xuxin +17 · 2 citations
    Computer Science · Materials Science · #Advanced Neural Network Applications #Big Data and Digital Economy #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning in Materials Science
  40. PrefixMemory-Tuning: Modernizing Prefix-Tuning by Decoupling the Prefix from Attention
    2025/06/16 by Haonan Wang, Wang, Haonan, Brian Chen +9 · 1 citation
    Computer Science · #Natural Language Processing Techniques
  41. Reinforced Correlation Between Vision and Language for Precise Medical AI Assistant
    2025/05/06 by Wang, Haonan, Mao, Jiaji, Wang, Lehan +11 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering