左然
博士毕业于中国科学院软件研究所
研究方向：
深度学习、人工智能、计算机视觉、人机交互
主讲课程：
神经网络与深度学习
科研论文：
lRan Zuo, Xiaoming Deng, Keqi Chen, Zhengming Zhang, Yu-Kun Lai, Fang Liu, Cuixia Ma, Hao Wang, Yong-Jin Liu, Hongan Wang. Fine-Grained Video Retrieval with Scene Sketches. IEEE Transactions on Image Processing (TIP), 2023(32):3136-3149. (CCF A，图像处理领域顶刊，影响因子 10.856)
l Ran Zuo, Haoxiang Hu, Xiaoming Deng, Cangjun Gao, Zhengming Zhang, Yu-Kun Lai, Cuixia Ma, Yong-Jin Liu, Hongan Wang. SceneDiff: Generative Scene-level Image Retrieval with Text and Sketch using Diffusion Models. IJCAI2024. (CCF A，人工智能领域顶会)
lRan Zuo, Haoxiang Hu, Xiaoming Deng, Yu-Kun Lai, Cuixia Ma, Yong-Jin Liu, Hongan Wang. Sketch-Guided Scene-level Image Editing with Diffusion Models. CVM 2025. (CCF-C类会议)
l左然, 胡皓翔, 邓小明, 马翠霞, 王宏安. 基于手绘草图的视觉内容生成深度学习方法研究综述. 软件学报.1-34. (CCF A 类中文期刊)
lFang Liu∗, Xiaoming Deng∗, Changqing Zou, Yu-Kun Lai, Keqi Chen, Ran Zuo, Cuixia Ma, Yong-Jin Liu, Hongan Wang. SceneSketcher-v2: Fine-Grained Scene-Level Sketch-Based Image Retrieval using Adaptive GCNs. IEEE Transactions on Image Processing (TIP), 2022(32):3136-3149. (CCF A 类期刊)
lFang Liu∗, Changqing Zou∗, Xiaoming Deng, Ran Zuo, Yu-Kun Lai, Cuixia Ma, Yong-Jin Liu, Hongan Wang. SceneSketcher: Fine-Grained Image Retrieval with Scene Sketches. In European Conference on Computer Vision (ECCV), 2020:718-734. (CCF B 类会议)
lZhengming Zhang, Ran Zuo, Rui Guo, Yanfeng Li, Ti Zhou, Han Xue, Cuixia Ma, Hongan Wang. Multi-scale visualization based on sketch interaction for massive surveillance video data. Personal and Ubiquitous Computing, 2019(4):1-11. (SCI收录期刊)
科研项目：
l校级项目，基于情感引导的智能媒体内容可控生成，参与
l国家市场监督管理总局项目，广告导向监管与治理研究，参与
l国家自然科学基金面上项目，多模态融合的细粒度场景草图交互技术研究，参与
l国家自然科学基金面上项目，面向可视媒体智能分析的草图交互技术研究，参与
l国家重点研发计划，奥林匹克云展厅智能交互系统关键技术研发，参与
