基本信息

董未名  研究员  中国科学院自动化研究所

多模态人工智能系统全国重点实验室

模式识别国家重点实验室

中国科学院大学人工智能学院

“跨媒体智能感知与计算”科技部重点领域创新团队

腾讯Light青年俱乐部（首发成员）


电子邮件： weiming.dong AT ia.ac.cn
通信地址： 北京市中关村东路95号智能化大厦1303室
邮政编码： 100190


研究方向与招生信息

研究方向：人工智能生成内容（Artificial Intelligence Generated Content，AIGC）

AIGC是生成式人工智能和计算可视媒体领域的重要研究方向，指的是利用人工智能技术，通过已有数据寻找规律，从人类创造行为的角度来构建算法，并通过预训练大模型、扩散模型等方法，自动生成各种类型的内容，是继专业生产内容（PGC）、用户生产内容（UGC）之后的新型内容创作方式，可以在图像、视频、对话、故事、设计和音乐制作等方面，打造新的数字内容生成与交互形式，使得计算机可自行生成内容的同时增强人类的创造力。

我们的理念：健康生活，快乐科研，万物可爱，与美同行

我们提供：宽松的学习科研环境、丰富多彩的小组活动、与海内外顶尖学者长期学术合作的机会、六个月以上互联网大厂实习机会、六个月以上国际交换生留学机会。

招生宣讲材料（2024年自动化所夏令营）：文件下载 提取码：uvsu

招生宣讲材料（2023年自动化所夏令营）：文件下载 提取码：81qz

招生宣讲视频（2020自动化所夏令营“云游AI”片段）：视频播放  提取码: 2x6a

招生宣讲视频（2022年自动化所夏令营）：视频播放  提取码: cue6

微信公众号“计算创意与艺术”：  

目前主要研究课题：

学习与工作经历

2022-11至今，         中国科学院自动化研究所多模态人工智能系统全国重点实验室，研究员

2016-11~2022-10，中国科学院自动化研究所模式识别国家重点实验室，研究员

2010-11~2016-10，中国科学院自动化研究所模式识别国家重点实验室，副研究员

2009-11~2010-10，中国科学院自动化研究所模式识别国家重点实验室，助理研究员

2007-10~2009-10，中国科学院自动化研究所中欧信息、自动化与应用数学联合实验室，博士后

2004-04~2007-06，法国国立信息与自动化研究院（INRIA）/法国亨利▪庞加莱南锡第一大学，博士

2001-09~2004-01，清华大学计算机科学与技术系，工学硕士

1997-09~2001-07，清华大学计算机科学与技术系，工学学士

学术兼职

2021.04至今，中国电影美术学会理事、虚拟空间专业委员会委员

2021.10至今，中国计算机学会计算艺术分会常务委员

2016.06至今，中国计算机学会计算机辅助设计与图形学专业委员会执行委员

2018.10至今，中国图象图形学会智能图形专业委员会委员

2023.12至今，中国图学学会动漫图学工程、非遗文化数字化专业委员会委员

教授课程

中国科学院大学人工智能学院：《数据结构与算法》（本科生，大二春季学期）

学术获奖

  • 2025中国科学院大学优秀本科生指导教师
  • 2023中国电影美术学会学术理论成果奖

科研成果

学术论文

  1. Yuxin Zhang, Minyan Luo, Weiming Dong, Xiao Yang, Haibin Huang, Chongyang Ma, Oliver Deussen, Tong-Yee Lee, Changsheng Xu: IP-Prompter: Training-Free Theme-Specific Image Generation via Dynamic Visual Prompting. ACM SIGGRAPH (Conference Paper Track) 2025: 122:1-122:12 [Project Page][Paper]
  2. Zijiao Yin, Sifei Li, Weiming Dong: Video2Song: Video-to-Song Generation via Retrieval-Augmented Prompt Generation. ACM SIGGRAPH Asia (Posters) 2025
  3. Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Pengfei Wan, Tong-Yee Lee, Changsheng Xu: MotionCrafter: Plug-and-play Motion Guidance for Diffusion Models. IEEE Transactions on Visualization and Computer Graphics 31(10): 8372-8384 (2025) [Project Page][Paper]
  4. Nisha Huang, Weiming Dong, Yuxin Zhang, Fan Tang, Ronghui Li, Chongyang Ma, Xiu Li, Tong-Yee Lee, Changsheng Xu: CreativeSynth: Cross-Art-Attention for Artistic Image Synthesis with Multimodal Diffusion. IEEE Transactions on Visualization and Computer Graphics 31(10): 8425-8438 (2025) [Project Page][Paper]
  5. Yuyang Wanyan, Xi Zhang, Haiyang Xu, Haowei Liu, Junyang Wang, Jiabo Ye, Yutong Kou, Ming Yan, Fei Huang, Xiaoshan Yang, Weiming Dong, Changsheng Xu:  Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation. Advances in Neural Information Processing Systems (NeurIPS) 2025
  6. Zhenyu Yang, Kairui Zhang, Yuhang Hu, Bing Wang, Shengsheng Qian, Bin Wen, Fan Yang, Tingting Gao, Weiming Dong, Changsheng Xu: LiveStar: Live Streaming Assistant for Real-World Online Video Understanding. Advances in Neural Information Processing Systems (NeurIPS) 2025
  7. Zijun Zhou, Yingying Deng, Xiangyu He, Weiming Dong, Fan Tang: Multi-turn Consistent Image Editing. IEEE/CVF International Conference on Computer Vision (ICCV) 2025
  8. Yandan Wang, Chenqi Guo, Yinglong Ma, Jiangyan Chen, Yuan Gao, Weiming Dong: Bridging Class Imbalance and Partial Labeling via Spectral-Balanced Energy Propagation for Skeleton-based Action Recognition. IEEE/CVF International Conference on Computer Vision (ICCV) 2025
  9. Yuyang Wanyan, Xiaoshan Yang, Weiming Dong, Changsheng Xu: A Comprehensive Review of Few-Shot Action Recognition. International Journal of Computer Vision  (2025)
  10. Yingying Deng, Xiangyu He, Fan Tang, Weiming Dong: Z-Magic: Zero-shot Multiple Attributes Guided Image Creator. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025: 18390-18400
  11. Yu Xu, Fan Tang, Juan Cao, Yuxin Zhang, Oliver Deussen, Weiming Dong, Jintao Li, Tong-Yee Lee: B4M: Breaking Low-Rank Adapter for Making Content-Style Customization. ACM Transactions on Graphics 44(2): 21:1--21:17 (2025) 
  12. Yuyang Wanyan, Xiaoshan Yang, Weiming Dong, Changsheng Xu: Modality-Collaborative Low-Rank Decomposers for Few-Shot Video Domain Adaptation. IEEE Transactions on Multimedia: 2025
  13. Nisha Huang, Yuxin Zhang, Fan Tang, Chongyang Ma, Haibin Huang, Weiming Dong, Changsheng Xu: DiffStyler: Controllable Dual Diffusion for Text-Driven Image Stylization. IEEE Transactions on Neural Networks and Learning Systems 36(2): 3370-3383 (2025) [Code]
  14. Zhenyu Yang, Yuhang Hu, Zemin Du, Dizhan Xue, Shengsheng Qian, Jiahong Wu, Fan Yang, Weiming Dong, Changsheng Xu. SVBench: A Benchmark with Temporal Multi-Turn Dialogues for Streaming Video Understanding. International Conference on Learning Representations (ICLR) 2025 (Spotlight)
  15. Sifei Li, Weiming Dong, Yuxin Zhang, Fan Tang, Chongyang Ma, Oliver Deussen, Tong-Yee Lee, Changsheng Xu: Dance-to-Music Generation with Encoder-based Textual Inversion. ACM SIGGRAPH Asia (Conference Paper Track) 2024: 135:1-135:11 [Code&Demo]
  16. Minyan Luo, Yuxin Zhang, Peng Xu, Tianle Wang, Yihang Bo, Xin Jin, Weiming Dong: Dance Montage through Style Transfer and Music Generation. ACM SIGGRAPH Asia (Art Paper) 2024: 10:1-10:5
  17. Zijun Zhou, Fan Tang, Yuxin Zhang, Oliver Deussen, Juan Cao, Weiming Dong, Xiangtao Li, Tong-Yee Lee: A Comprehensive Evaluation of Arbitrary Image Style Transfer Methods. IEEE Transactions on Visualization and Computer Graphics (2024)
  18. Yingying Deng, Xiangyu He, Fan Tang, Weiming Dong: Z*: Zero-shot Style Transfer via Attention Reweighting. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024: 6934-6944 [Paper][Code]
  19. 董未名：通用人工智能时代的绘画教育与数字美育教学成果评价. 艺术教育 (总第408期): 42-43 (2024)
  20. Hairui Ren, Fan Tang, Xingjia Pan, Juan Cao, Weiming Dong, Zhiwen Lin, Ke Yan, Changsheng Xu: A2Pt: Anti-Associative Prompt Tuning for Open Set Visual Recognition. IEEE Transactions on Multimedia 26: 8419-8431 (2024) [Code]
  21. Xiaoyu Kong, Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Yongyong Chen, Zhenyu He, Changsheng Xu: Exploring the Temporal Consistency of Arbitrary Style Transfer: A Channel-wise Perspective. IEEE Transactions on Neural Networks and Learning Systems 35(6): 8482-8496 (2024) [Code]
  22. Yunbing Jia, Xiaoyu Kong, Fan Tang, Yixing Gao, Weiming Dong, Yi Yang: Revealing the Two Sides of Data Augmentation: An Asymmetric Distillation-based Win-Win Solution for Open-Set Recognition. The 33rd International Joint Conference on Artificial Intelligence (IJCAI) 2024: 911-919
  23. Sifei Li, Yuxin Zhang, Fan Tang, Chongyang Ma, Weiming Dong, Changsheng Xu: Music Style Transfer with Time-Varying Inversion of Diffusion Models. The 38th AAAI Conference on Artificial Intelligence (AAAI) 2024: 547-555 [Code][Paper]
  24. Zhenyu Yang, Shengsheng Qian, Dizhan Xue, Jiahong Wu, Fan Yang, Weiming Dong, Changsheng Xu: Semantic Editing Increment Benefits Zero-Shot Composed Image Retrieval. ACM Multimedia 2024: 1245-1254
  25. Nisha Huang , Yuxin Zhang , Weiming Dong: Style-A-Video: Agile Diffusion for Arbitrary Text-based Video Style Transfer. Signal Processing Letters 31: 1494-1498（2024）[Paper]
  26. Chengcheng Ma, Ismail Elezi, Jiankang Deng, Weiming Dong, Changsheng Xu: Three Heads Are Better than One: Complementary Experts for Long-Tailed Semi-supervised Learning. The 38th AAAI Conference on Artificial Intelligence (AAAI) 2024: 14229-14237 [Code][Paper]
  27. Zhenyu Yang, Dizhan Xue, Shengsheng Qian, Weiming Dong, Changsheng Xu: LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image Retrieval. SIGIR 2024: 80-90 (Best paper honorary mention)
  28. Wu-Qin Liu, Minxuan Lin, Haibin Huang, Chongyang Ma, Weiming Dong: FreeStyler: A Free-Form Stylization Method via Multimodal Vector Quantization. CVM (2) 2024: 259-278
  29. Kexin Wu, Fan Tang, Ning Liu, Oliver Deussen, Thi Ngoc Hanh Le, Weiming Dong, Tong-Yee Lee: Lighting Image/Video Style Transfer Methods by Iterative Channel Pruning. ICASSP 2024: 3800-3804
  30. Yuxin Zhang, Weiming Dong, Fan Tang, Nisha Huang, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Oliver Deussen, Changsheng Xu: ProSpect: Prompt Spectrum for Attribute-Aware Personalization of Diffusion Models. ACM Transactions on Graphics 42(6): 244:1-244:14 (2023) [Code][Paper]
  31. Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu: A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning. ACM Transactions on Graphics 42(5): 169:1-169:16 (2023) [Code][Paper]
  32. Yuxin Zhang, Nisha Huang, Fan Tang, Haibin Huang, Chongyang Ma, Weiming Dong, Changsheng Xu: Inversion-Based Style Transfer with Diffusion Models. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2023: 10146-10156 [Code][Paper]
  33. Yuxin Zhang, Fan Tang, Weiming Dong, Thi-Ngoc-Hanh Le, Changsheng Xu, Tong-Yee Lee: Portrait Map Art Generation by Asymmetric Image-to-Image Translation. Leonardo 56(1): 28-36 (2023) (Cover Paper)
  34. Dong Chen, Xingjia Pan, Fan Tang, Weiming Dong, Changsheng Xu: SPA2Net: Structure-Preserved Attention Activated Network for Weakly Supervised Object Localization. IEEE Transactions on Image Processing 32: 5779-5793 (2023)
  35. Wuqin Liu, Minxuan Lin, Haibin Huang, Chongyang Ma, Yu Song, Weiming Dong, Changsheng Xu: Emotion-Aware Music Driven Movie Montage. Journal of Computer Science and Technology 38(3): 540-553 (2023)
  36. Sifei Li, Fuzhang Wu, Yuqing Fan, Xue Song, Weiming Dong: PLDGAN: Portrait Line Drawing Generation with Prior Knowledge and Conditioning Target. The Visual Computer 39: 3507–3518 (2023)
  37. 董未名, 邓盈盈, 张宇欣, 黄妮莎: 面向影视制作的风格迁移技术及展望. 影视文化 2022(01): 12-19 (2022)
  38. Shuwei Dong, Xiaoyu Kong, Xingjia Pan, Fan Tang, Wei Li, Yi Chang, Weiming Dong: Semantic-Context Graph Network for Point-based 3D Object Detection. IEEE Transactions on Circuits and Systems for Video Technology 33(11): 6474-6486 (2023)
  39. Chengcheng Ma, Yang Liu, Jiankang Deng, Lingxi Xie, Weiming Dong, Changsheng Xu: Understanding and Mitigating Overfitting in Prompt Tuning for Vision-Language Models. IEEE Transactions on Circuits and Systems for Video Technology 33(9): 4616-4629 (2023) [Code]
  40. Yu Song, Fan Tang, Weiming Dong, Feiyue Huang, Tong-Yee Lee, Changsheng Xu: Balance-Aware Grid Collage for Small Image Collections. IEEE Transactions on Visualization and Computer Graphics 29(2): 1330-1344 (2023)
  41. Pei Lv, Jianqi Fan, Xixi Nie, Weiming Dong, Xiaoheng Jiang, Bing Zhou, Mingliang Xu, Changsheng Xu: User-Guided Personalized Image Aesthetic Assessment based on Deep Reinforcement Learning. IEEE Transactions on Multimedia 25: 736-749 (2023)
  42. Shideng Lin, Fan Tang, Weiming Dong, Xingjia Pan, Changsheng Xu: SMNet: Synchronous Multi-scale Low Light Enhancement Network with Local and Global Concern. IEEE Transactions on Multimedia 25: 9506-9517 (2023)
  43. Cong Wang, Fan Tang, Yong Zhang, Tieru Wu, Weiming Dong: Towards Harmonized Regional Style Transfer and Manipulation for Facial Images. Computational Visual Media 9(2): 351-366 (2023)
  44. Zhiyong Huang, Kekai Sheng, Ke Li, Jian Liang, Taiping Yao, Weiming Dong, Dengwen Zhou, Xing Sun: Reciprocal Normalization for Domain Adaptation. Pattern Recognition 140: 109533 (2023)
  45. Chengcheng Ma, Xingjia Pan, Qixiang Ye, Fan Tang, Weiming Dong, Changsheng Xu: CrossRectify: Leveraging Disagreement for Semi-Supervised Object Detection. Pattern Recognition 137: 109280 (2023)
  46. Xue Song, Jiawei Pan, Fuzhang Wu, Weiming Dong: Optimal Composition Recommendation for Portrait Photography. SIGGRAPH Asia Posters 2022: 20:1-20:2
  47. Rui Wang, Nisha Huang, Fan Tang, Weiming Dong, Tong-Yee Lee: Language-driven Diversified Image Retargeting. SIGGRAPH Asia Posters 2022: 19:1-19:2
  48. Nisha Huang, Fan Tang, Weiming Dong, Changsheng Xu: Draw Your Art Dream: Diverse Digital Art Synthesis with Multimodal Guided Diffusion. ACM Multimedia 2022: 1085-1094 [Code]
  49. Yuxin Zhang, Fan Tang, Weiming Dong, Changsheng Xu: Quantification of Artist Representativity within an Art Movement. ICME Workshops on AIART 2022: 1-6
  50. Yuxin Zhang, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Tong-Yee Lee, Changsheng Xu: Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning. ACM SIGGRAPH (Conference Paper Track) 2022: 12:1-12:8  [Code]
  51. Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Xingjia Pan, Lei Wang, Changsheng Xu: StyTr2: Image Style Transfer with Transformers. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022: 11326-11336  [Code]
  52. Huapeng Wei, Yingying Deng, Fan Tang, Xingjia Pan, Weiming Dong: A Comparative Study of CNN- and Transformer-Based Visual Style Transfer. Journal of Computer Science and Technology 37(3): 601-614 (2022)
  53. Yifan Xu, Zhijie Zhang, Mengdan Zhang, Kekai Sheng, Ke Li, Weiming Dong, Liqing Zhang, Changsheng Xu, Xing Sun: Evo-ViT: Slow-Fast Token Evolution for Dynamic Vision Transformer. The 36th AAAI Conference on Artificial Intelligence (AAAI) 2022: 2964-2972 [Code&Paper]
  54. Yifan Xu, Kekai Sheng, Weiming Dong, Baoyuan Wu, Changsheng Xu, Bao-Gang Hu: Towards Corruption-Agnostic Robust Domain Adaptation. ACM Transactions on Multimedia Computing, Communications, and Applications 18(4): 99:1-99:16 (2022)
  55. Yifan Xu, Huapeng Wei, Minxuan Lin, Yingying Deng, Kekai Sheng, Mengdan Zhang, Fan Tang, Weiming Dong, Feiyue Huang, Changsheng Xu: Transformers in computational visual media: A survey. Computational Visual Media 8(1): 32-62 (2022) [Paper]
  56. Yu Song, Fan Tang, Weiming Dong, Changsheng Xu: Non-dominated sorting based multi-page photo collage. Computational Visual Media 8(2): 199-212 (2022)
  57. Huaiyu Li, Weiming Dong, Bao-Gang Hu: Incremental Concept Learning via Online Generative Memory Recall. IEEE Transactions on Neural Networks and Learning Systems 32(7): 3206-3216 (2021)
  58. Yingying Deng, Fan Tang, Weiming Dong, Chongyang Ma, Feiyue Huang, Oliver Deussen, Changsheng Xu: Exploring the Representativity of Art Paintings. IEEE Transactions on Multimedia 23: 2794-2805 (2021) [Code]
  59. Minxuan Lin, Fan Tang, Weiming Dong, Xiao Li, Changsheng Xu, Chongyang Ma: Distribution Aligned Multimodal and Multi-Domain Image Stylization. ACM Transactions on Multimedia Computing, Communications, and Applications 17(3): 96:1-96:17 (2021)
  60. Xingjia Pan, Yingguo Gao, Zhiwen Lin, Fan Tang, Weiming Dong, Haolei Yuan, Feiyue Huang, Changsheng Xu: Unveiling the Potential of Structure-preserving for Weakly Supervised Object Localization. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021: 11642-11651 [Code]
  61. Yingying Deng, Fan Tang, Weiming Dong, Haibin Huang, Chongyang Ma, Changsheng Xu: Arbitrary Video Style Transfer via Multi-Channel Correlation. The 35th AAAI Conference on Artificial Intelligence (AAAI) 2021: 1210-1217 [Code]
  62. Dong Chen, Fan Tang, Weiming Dong, Hanxing Yao, Changsheng Xu: SiamCPN: Visual Tracking with the Siamese Center-Prediction Network. Computational Visual Media 7(2): 253-265 (2021)
  63. Xingjia Pan, Fan Tang, Weiming Dong, Chongyang Ma, Yiping Meng, Feiyue Huang, Tong-Yee Lee, Changsheng Xu: Content-Based Visual Summarization for Image Collections. IEEE Transactions on Visualization and Computer Graphics 27(4): 2298-2312 (2021) [Project Page]
  64. Kekai Sheng, Weiming Dong, Haibin Huang, Guohui Wang, Yong Zhang, Chongyang Ma, Bao-Gang Hu: Learning to Assess Visual Aesthetics of Food Images. Computational Visual Media 7(1): 139-152 (2021) [Data & Code]
  65. Yuting Ma, Fan Tang, Weiming Dong, Changsheng Xu: Destylization of Text with Decorative Elements. ACM Multimedia Asia 2020: 14:1-14:7
  66. Yingying Deng, Fan Tang, Weiming Dong, Wen Sun, Feiyue Huang, Changsheng Xu: Arbitrary Style Transfer via Multi-Adaptation Network. ACM Multimedia 2020: 2719-2727 [Paper][Code]
  67. Xingjia Pan, Fan Tang, Weiming Dong, Yang Gu, Zhichao Song, Yiping Meng, Pengfei Xu, Oilver Deussen, Changsheng Xu: Self-Supervised Feature Augmentation for Large Image Object Detection. IEEE Transactions on Image Processing 29: 6745-6758 (2020)
  68. Xingjia Pan, Yuqiang Ren, Kekai Sheng, Weiming Dong, Haolei Yuan, Xiaowei Guo, Chongyang Ma, Changsheng Xu: Dynamic Refinement Network for Oriented and Densely Packed Object Detection. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)  2020: 11204-11213 (Oral) [Paper][Data & Code]
  69. Minxuan Lin, Yingying Deng, Fan Tang, Weiming Dong, Changsheng Xu:  Multi-Attribute Guided Painting Generation. The 2nd IEEE Workshop on Artificial Intelligence for Art Creation (AIART) 2020: 400-403 [Paper]
  70. Kekai Sheng, Weiming Dong, Menglei Chai, Guohui Wang, Peng Zhou, Feiyue Huang, Bao-Gang Hu, Rongrong Ji, Chongyang Ma: Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning. The 34th AAAI Conference on Artificial Intelligence (AAAI) 2020: 5709-5716 (Spotlight) [Paper]
  71. Fan Tang, Weiming Dong, Yiping Meng, Chongyang Ma, Fuzhang Wu, Xinrui Li, Tong-Yee Lee: Image Retargetability. IEEE Transactions on Multimedia 22(3): 641-654 (2020)
  72. Huaiyu Li, Weiming Dong, Xing Mei, Chongyang Ma, Feiyue Huang, Bao-Gang Hu: LGM-Net: Learning to Generate Matching Networks for Few Shot Learning. International Conference on Machine Learning (ICML) 2019: 3825-3834 [Code]
  73. Yong Zhang, Baoyuan Wu, Weiming Dong, Zhifeng Li, Wei Liu, Bao-Gang Hu, Qiang Ji: Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)  2019: 3457-3466
  74. Fuzhang Wu, Yan Kong, Weiming Dong, Yanjun Wu: Gradient-aware blind face inpainting for deep face verification. Neurocomputing 331: 301-311 (2019)
  75. Yucheng Zhao, Fan Tang, Weiming Dong, Feiyue Huang, Xiaopeng Zhang: Joint face alignment and segmentation via deep multi-task learning. Multimedia Tools and Applications 78(10): 13131–13148 (2019)
  76. Fan Tang, Weiming Dong, Yiping Meng, Xing Mei, Feiyue Huang, Xiaopeng Zhang, Oliver Deussen: Animated Construction of Chinese Brush Paintings. IEEE Transactions on Visualization and Computer Graphics 24(12): 3019-3031 (2018) [Project Page]
  77. Kekai Sheng, Weiming Dong, Haibin Huang, Chongyang Ma, Bao-Gang Hu: Gourmet photography dataset for aesthetic assessment of food images. SIGGRAPH Asia Technical Briefs 2018: 20:1-20:4 [Data & Code]
  78. Yu Song, Fan Tang, Weiming Dong, Xiaopeng Zhang, Oliver Deussen, Tong-Yee Lee. Photo Squarization by Deep Multi-Operator Retargeting. ACM Multimedia 2018: 1047-1055
  79. Kekai Sheng, Weiming Dong, Chongyang Ma, Xing Mei, Feiyue Huang, Bao-Gang Hu. Attention-based Multi-Patch Aggregation for Image Aesthetic Assessment. ACM Multimedia 2018: 879-886 [Data & Code]
  80. Yong Zhang, Weiming Dong, Bao-Gang Hu, Qiang Ji: Weakly-supervised Deep Convolutional Neural Network Learning for Facial Action Unit Intensity Estimation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2018: 2314-2323
  81. Yong Zhang, Weiming Dong, Bao-Gang Hu, Qiang Ji: Classifier Learning with Prior Probabilities for Facial Action Unit Recognition. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2018: 5108-5116
  82. Yong Zhang, Rui Zhao, Weiming Dong, Bao-Gang Hu, Qiang Ji: Bilateral Ordinal Relevance Multi-Instance Regression for Facial Action Unit Intensity Estimation. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2018: 7034-7043
  83. Huaiyu Li, Weiming Dong, Bao-Gang Hu: Facial Image Attributes Transformation via Conditional Recycle Generative Adversarial Networks. Journal of Computer Science and Technology 33(3): 511-521 (2018)
  84. Kekai Sheng, Weiming Dong, Wei Li, Joseph Razik, Feiyue Huang, Bao-Gang Hu: Centroid-aware local discriminative metric learning in speaker verification. Pattern Recognition 72: 176-185 (2017)
  85. Yingying Deng, Fan Tang, Weiming Dong, Hanxing Yao, Bao-Gang Hu: Style-oriented representative paintings selection. SIGGRAPH ASIA Posters 2017: 12:1-12:2
  86. Xingjia Pan, Juntao Ye, Fan Tang, Weiming Dong, Feiyue Huang, Xiaopeng Zhang: Content-based measure of image set diversity. SIGGRAPH ASIA Posters 2017: 43:1-43:2
  87. Jia Liu, Weiming Dong, Xiaopeng Zhang, Zhiguo Jiang: Orientation judgment for abstract paintings. Multimedia Tools and Applications 76(1): 1017-1036 (2017)
  88. Yong Zhang, Weiming Dong, Chongyang Ma, Xing Mei, Ke Li, Feiyue Huang, Bao-Gang Hu, Oliver Deussen: Data-Driven Synthesis of Cartoon Faces Using Different Styles. IEEE Transactions on Image Processing 26(1): 464-478 (2017)
  89. Weiming Dong, Fuzhang Wu, Yan Kong, Xing Mei, Tong-Yee Lee, Xiaopeng Zhang: Image Retargeting by Texture-Aware Synthesis. IEEE Transactions on Visualization and Computer Graphics 22(2): 1088-1101 (2016)
  90. Haiyong Jiang, Liangliang Nan, Dong-Ming Yan, Weiming Dong, Xiaopeng Zhang, Peter Wonka: Automatic Constraint Detection for 2D Layout Regularization. IEEE Transactions on Visualization and Computer Graphics 22(8): 1933-1944 (2016)
  91. Yan Kong, Weiming Dong, Xing Mei, Chongyang Ma, Tong-Yee Lee, Siwei Lyu, Feiyue Huang, Xiaopeng Zhang: Measuring and Predicting Visual Importance of Similar Objects. IEEE Transactions on Visualization and Computer Graphics 22(12): 2564-2578 (2016)
  92. Fuzhang Wu, Weiming Dong, Yan Kong, Xing Mei, Dong-Ming Yan, Xiaopeng Zhang, Jean-Claude Paul: Feature-aware natural texture synthesis. The Visual Computer 32(1): 43-55 (2016)
  93. Yiping Meng, Fan Tang, Weiming Dong, Xiaopeng Zhang: Optimal character composing for Chinese calligraphic artwork. SIGGRAPH Asia Posters 2016: 25
  94. Kekai Sheng, Weiming Dong, Yan Kong, Xing Mei, Jilin Li, Chengjie Wang, Feiyue Huang, Bao-Gang Hu: Evaluating the Quality of Face Alignment without Ground Truth. Computer Graphics Forum 34(7): 213-223 (2015)
  95. Xing Mei, Weiming Dong, Bao-Gang Hu, Siwei Lyu: UniHIST: A unified framework for image restoration with marginal histogram constraints. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2015: 3753-3761
  96. Fuzhang Wu, Dong-Ming Yan, Weiming Dong, Xiaopeng Zhang, Peter Wonka: Inverse Procedural Modeling of Facade Layouts. ACM Transactions on Graphics (Proceedings of SIGGRAPH) 33(4): 121:1-121:10 (2014)
  97. Weiming Dong, Ning Zhou, Tong-Yee Lee, Fuzhang Wu, Yan Kong, Xiaopeng Zhang: Summarization-Based Image Resizing by Intelligent Object Carving. IEEE Transactions on Visualization and Computer Graphics 20(1): 111-124 (2014)
  98. Dengwen Zhou, Weiming Dong, Wengang Chen. Joint demosaicking and zooming using moderate spectral correlation and consistent edge map. Journal of Electronic Imaging 23(4): 034310 (2014)
  99. Yong Zhang, Weiming Dong, Oliver Deussen, Feiyue Huang, Ke Li, Bao-Gang Hu: Data-driven face cartoon stylization. SIGGRAPH ASIA Technical Briefs 2014: 14:1-14:4
  100. Fuzhang Wu, Weiming Dong, Yan Kong, Xing Mei, Jean-Claude Paul, Xiaopeng Zhang: Content-Based Colour Transfer. Computer Graphics Forum 32(1): 190-203 (2013)
  101. Yan Kong, Weiming Dong, Xing Mei, Xiaopeng Zhang, Jean-Claude Paul: SimLocator: robust locator of similar objects in images. The Visual Computer 29(9): 861-870 (2013)
  102. Xing Mei, Xun Sun, Weiming Dong, Haitao Wang, Xiaopeng Zhang: Segment-Tree Based Cost Aggregation for Stereo Matching. IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2013: 313-320
  103. Dengwen Zhou, Xiaoliu Shen, Weiming Dong: Image zooming using directional cubic convolution interpolation. IET Image Processing (6): 627–634 (2012)
  104. Weiming Dong, Guan-Bo Bao, Xiaopeng Zhang, Jean-Claude Paul: Fast Multi-Operator Image Resizing and Evaluation. Journal of Computer Science and Technology 27(1): 121-134 (2012)
  105. Dengwen Zhou, Xiaoliu Shen, Weiming Dong: Colour demosaicking with directional filtering and weighting. IET Image Processing 6(8): 1084–1092 (2012)
  106. Weiming Dong, Guanbo Bao, Xiaopeng Zhang, Jean-Claude Paul: Fast Local Color Transfer via Dominant Colors Mapping. SIGGRAPH ASIA Technical Sketches 2010: 46:1-46:2
  107. Weiming Dong, Ning Zhou, Jean-Claude Paul, Xiaopeng Zhang: Optimized image resizing using seam carving and scaling. ACM Transactions on Graphics 28(5): 125:1-125:10 (2009)
  108. Weiming Dong, Ning Zhou, Jean-Claude Paul: Robust tile-based texture synthesis using artificial immune system. Neural Computing and Applications 18(3): 223-235 (2009)
  109. Weiming Dong, Ning Zhou, Jean-Claude Paul. Perspective-aware texture analysis and synthesis. The Visual Computer 24(7-9): 515-523 (2008)
  110. Ning Zhou, Jiaxin Wang, Weiming Dong, Jean-Claude Paul: Modeling and Visualization of Flower Color Patterns. CAD/Graphics 2007: 150-155
  111. Weiming Dong, Ning Zhou, Jean-Claude Paul: Optimized tile-based texture synthesis. Graphics Interface 2007: 249-256
  112. Weiming Dong: Rendering Optical Effects Based on Spectra Representation in Complex Scenes. Computer Graphics International 2006: 719-726

发明专利

  1. 盛柯恺; 董未名; 马重阳; 梅星; 胡包钢 ; 基于注意力机制的通用图像美学评估方法、系统及设备, 2021-4-27, 中国, ZL201910086789.X
  2. 宋玉; 唐帆; 董未名; 徐常胜 ; 图片方形化缩放方法、系统及装置, 2020-11-10, 中国, ZL201811545250.8
  3. 邓盈盈; 唐帆; 董未名; 徐常胜 ; 自动挑选画家代表作的方法及装置, 2020-11-30, 中国, ZL201810759512.4
  4. 潘兴甲; 董未名; 袁豪磊; 盛柯恺; 林志文; 高英国; 任玉强; 郭晓威; 黄小明; 黄飞跃 ; 目标检测方法、装置、设备及存储介质, 2020-10-12, 中国, ZL202011085853.1
  5. 唐帆; 余宗桥; 黄飞跃; 李季檩; 李科; 吴永坚; 董未名; 孟一平 ; 图像处理方法和装置（水墨动态绘制过程重构）, 2019-8-27, 中国, ZL201410505493.4
  6. Wang, Chengjie; Li, Jilin; Huang, Feiyue; Sheng, Kekai; Dong, Weiming ; Evaluation method and evaluation device for facial key point positioning result, 2017-8-7, 美国, US 10,706,263 B2
  7. 樊艳波; 董未名; 胡包钢 ; 基于自适应阈值调整拒识子空间学习的人脸检测方法, 2016-04-13, 中 国, ZL201510811406.2

发表著作
（ 1 ） 趣味程序导学Visual C++, Learning Visual C++ through Interesting Programms, 清华大学出版社, 2002-06, 第 1 作者
学位论文

  • 张宇欣，可视媒体视觉属性表示与可控生成，博士，2025 [论文下载，百度网盘提取码：f4s4]

  • 黄妮莎，多模态信息引导的艺术图像与视频生成研究，硕士，2024 [论文下载，百度网盘提取码：hnk9]

  • 刘伍琴，面向影视再创作的多模态引导可视媒体编辑，硕士，2024 [论文下载，百度网盘提取码：8ahj]

  • 李岚祺，基于图神经网络的分子相互作用关系预测方法研究，硕士，2024 [论文下载，百度网盘提取码：j6bn]

  • 宋雪，知识与数据共同驱动的人像构图推荐算法研究与应用，硕士，2023 [论文下载，百度网盘提取码：4rvz]

  • 许逸凡，标签稀缺条件下的视觉模型可迁移性研究，硕士，2022 [论文下载，百度网盘提取码：3xt7]

  • 邓盈盈，风格导向的绘画作品生成与分析，博士，2022 [论文下载，百度网盘提取码：ff68]

  • 林诗登，基于深度学习的暗光图像与视频增强，硕士，2022 [论文下载，百度网盘提取码：vmhq]

  • 范宇擎，基于属性学习的图像质量评估算法研究，硕士，2022 [论文下载，百度网盘提取码：niq1]

  • 宋玉，内容相关的图像呈现方法研究及应用，博士，2022 [论文下载，百度网盘提取码：tw7i]

  • 林敏轩，基于对抗学习的多域艺术图像生成，硕士，2021 [论文下载，百度网盘提取码：t3jx]

  • 潘兴甲，复杂环境下的图像目标检测与可视化，博士，2020 [论文下载，百度网盘提取码: djd7]

  • 李怀宇，面向非平稳环境的知识迁移方法研究，博士，2020 [论文下载，百度网盘提取码：pwhz]

  • 唐帆，中国水墨作品数字化创作重构研究，博士，2019 [论文下载，百度网盘提取码：p59i]

  • 盛柯恺，图像美学质量评估的方法与应用，博士，2019 [论文下载，百度网盘提取码：ghnk]

  • 张勇，知识与数据共同驱动的面部行为分析与人脸卡通画合成，博士，2018 [论文下载，百度网盘提取码：vi4k]

  • 赵昱程，人脸图像分析与妆容图像合成，硕士，2018 [论文下载，百度网盘提取码：djmm]

  • 孟一平，图像可缩放度的研究与应用，硕士，2017 [论文下载，百度网盘提取码：3338]

  • 孔彦，图像内容的相似模式分析，博士，2016 [论文下载，百度网盘提取码：qhyf]

  • 吴富章，内容相关的图像合成，博士，2015 [论文下载，百度网盘提取码：vdgk]

学生获奖

  • 百度奖学金（全球10人/年）：张宇欣（2023）

  • CCF-凌迪图形学奖学金（全国10人/年）：张宇欣（2023）

  • 中国科学院院长优秀奖：张宇欣（2025）

  • 国家奖学金（研究生）：完颜宇洋（2025）、李思霏（2024）、杨振宇（2024）、周梓骏（2024）、张宇欣（2022）、邓盈盈（2021）、吴富章（2015）

  • 国家奖学金（本科生）：王诗文（2024）、谭米宁（2023）、李思霏（2021）

  • 北京市优秀毕业生：骆敏言（2025，本科生）、黄妮莎（2024，研究生）

  • 中国科学院大学校级优秀毕业论文（本科生）：沈菲尔（2025）

  • 本科生启研项目：骆敏言（2024）

  • 本科生大创项目：尹子娇（2025）、骆敏言（2024）

  • 腾讯技术大咖：潘兴甲（2020）、盛柯恺（2019）、张勇（2018）、孔彦（2016）、吴富章（2015）

  • 腾讯犀牛鸟精英人才计划：李思霏（2024）、许逸凡（2022）

  • 中国电子学会—腾讯博士生科研激励计划(混元大模型专项)：杨振宇（2025）

指导/协助指导研究生

学生姓名  培养单位（包括联合培养）  学位类别   入学/毕业时间    研究课题                                  毕业去向

吴富章     中国科学院自动化研究所     硕博          2010/2015         内容相关的图像合成                  腾讯优图实验室（技术大咖）

李超        北京大学                               硕士          2010/2012         图像物体材质分析与传递           德克萨斯大学达拉斯分校（读博）

沈思成     西北师范大学                       硕士          2013/2015         基于深度学习的人脸识别           远鉴科技（产品部总监）

孔彦        中国科学院自动化研究所     硕博           2011/2016          图像内容的相似模式分析          远鉴科技（图像部总监）、腾讯技术大咖

李志磊     西北师范大学                      硕士           2014/2016        人脸识别与活体验证                  中国邮政集团公司

温祥        北京交通大学                      硕士           2014/2016         基于深度学习的图像内容识别     网易

徐国智     华北电力大学                      硕士           2014/2017        基于深度学习的人脸配准           网易

刘园园     华北电力大学                      硕士          2014/2017         基于深度学习的花卉图像分类    国家电网

孟一平     中国科学院自动化研究所    硕士          2014/2017         图像可缩放度研究与应用           滴滴出行->快手

唐帆        中国科学院自动化研究所     硕博           2013/2019        中国水墨作品数字化创作重构    远鉴科技->吉林大学

张勇        中国科学院自动化研究所     硕博           2012/2018        人脸面部行为分析与卡通合成    腾讯AI Lab

赵昱程     中国科学院自动化研究所     硕士           2015/2018       人脸妆容图像分析与合成          阿里巴巴->字节跳动

盛柯恺     中国科学院自动化研究所     硕博           2014/2019       图像美学评估的方法与应用       腾讯优图实验室（技术大咖）

李怀宇     中国科学院自动化研究所     硕博           2014/2020        面向非平稳环境的知识迁移方法研究  快手

潘兴甲     中国科学院自动化研究所     硕博           2015/2020         通用目标检测                          腾讯优图实验室（技术大咖）

胡广宇     华北电力大学                       硕士           2015/2018        视频人脸虚拟美颜                    远鉴科技

李欣芮     华北电力大学                       硕士           2016/2019        时序数据分析与挖掘                国家电网研究院

周鹏        华北电力大学                        硕士           2016/2019        目标检测与分割                       远鉴科技

邓盈盈     中国科学院自动化研究所     硕博           2017/2022         艺术图像分析与合成                  华为

宋玉        中国科学院自动化研究所      普博           2017/2021        可视媒体呈现                           北京科技大学

孙秀秀     华北电力大学                       硕士           2017/2020        商品图像识别                          上海电网

林敏轩     中国科学院自动化研究所     硕士           2018/2021         图像风格化                              快手

马雨廷     中国科学院自动化研究所     硕士           2018/2021         文字风格化与去风格化             中信银行

张旭龙     国科大人工智能学院            硕士           2018/2021        面向智能眼镜的目标检测          建设银行

陈东         国科大人工智能学院            硕士           2018/2021         目标跟踪                                吉林大学（读博）

黄志勇     华北电力大学                       硕士           2018/2021        领域自适应                               字节跳动

许逸凡     中国科学院自动化研究所     硕士           2019/2022        视觉模型可迁移性                     中科院自动化所（读博）

范宇擎     国科大人工智能学院            硕士           2019/2022        图像质量评价                            中科院软件所

林诗登     国科大人工智能学院            硕士           2019/2022        图像与视频暗光增强                   京东

宋雪        郑州大学                             硕士           2020/2023        人像拍照姿态推荐                       中科院软件所

张宇欣     中国科学院自动化研究所     硕博           2020/2025       可视媒体可控生成                      字节跳动

刘伍琴     国科大人工智能学院            硕士           2021/2024       多模态可视媒体生成                    快手

黄妮莎     国科大人工智能学院            硕士           2021/2024       多模态可视媒体生成                    清华大学（读博）

李岚琪     郑州大学                             硕士           2021/2024       AI+化学                                      深圳证券交易所

完颜宇洋 中国科学院自动化研究所     硕博           2021/                动作与意图识别

李思霏     中国科学院自动化研究所     硕博           2022/                音乐生成

杨晗        国科大人工智能学院            硕士           2022/2025        多模态可视媒体呈现                   美团

马赛赛     郑州大学                             硕士           2022/2025        多模态可视媒体生成                   中科曙光

任宥衡     郑州大学                             硕士           2022/2025        多模态可视媒体生成                   字节跳动

杜俊萱     国科大人工智能学院            直博           2023/                多模态可视媒体生成

谭米宁    中国科学院自动化研究所      硕博           2024/                多模态可视媒体生成

骆敏言   中国科学院自动化研究所       直博           2025/                多模态可视媒体生成

沈菲尔    国科大人工智能学院             直博           2025/                舞蹈生成