余宙

计算机科学与技术

人工智能、多媒体内容分析

 

余宙,教授,杭州电子科技大学计算机学院,教育部复杂系统建模与仿真实验室副主任。入选中国科协青年人才托举工程、浙江省杰出青年科学基金获得者。研究方向包括人工智能、机器学习、跨媒体内容理解与知识推理等。主持国家自然科学基金面上、青年项目、国家重点研发计划子课题等多个国家级项目,发表IEEE/ACM TransactionsCCF A类期刊/会议论文20余篇。相关成果被国内外同行总引用2700余次因在相关领域的突出贡献,获得2020年度浙江省自然科学一等奖(排名第二)2021年度ACM杭州新星奖、入选浙江省高校领军人才培育计划、校科研之星、骨干教师培育计划、优秀毕业设计指导教师等多项荣誉。秉承科研反哺教学的执教理念,指导本科生获得国家级竞赛奖3项、省级竞赛奖5项,立项国家级大创1项、新苗计划6项,指导研究生1人获得校十佳大学生3人获得国家奖学金,带领研究团队多次获得领域权威国际学术竞赛冠亚军。



个人主页https://mil.hdu.edu.cn/people/zhou_yu/index_cn.html


代表性论文

[1]. Zhenwei Shao, Zhou Yu*, Meng Wang, Jun Yu, “Prompting Large Language Models with Answer Heuristics for Knowledge-based Visual Question Answering”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [CCF A类会议]

[2]. Zhou Yu*, Lixiang Zheng, Zhou Zhao, Fei Wu, Jianping Fan, Kui Ren, Jun Yu*, “ANetQA: A Large-scale Benchmark for Fine-grained Compositional Reasoning over Untrimmed Videos”, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023. [CCF A类会议]

[3]. Yuhao Cui, Zhou Yu*, Chunqi Wang, Zhongzhou Zhao, Ji Zhang, Meng Wang, Jun Yu, ROSITA: Enhancing Vision-and-Language Semantic Alignments via Cross- and Intra-modal Knowledge, ACM International Conference on Multimedia (ACM MM), 2021. [CCF A类会议]

[4]. Zhou Yu, Yuhao Cui, Jun Yu*, Meng Wang, Dacheng Tao, Tian Qi, Deep Multimodal Neural Architecture Search, ACM International Conference on Multimedia (ACM MM), 2020. [CCF A类会议]

[5]. Zhou Yu, Jun Yu*, Yuhao Cui, Dacheng Tao, Tian Qi, Deep Modular Co-Attention Networks for Visual Question Answering, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019. [CCF A类会议]

[6]. Zhou Yu, Dejing Xu, Jun Yu*, Ting Yu, Zhou Zhao, Yueting Zhuang, Dacheng Tao, ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering, AAAI Conference on Artificial Intelligence (AAAI), 2019. [CCF A类会议]

[7]. Zhou Yu, Jun Yu*, Chenchao Xiang, Jianping Fan, Dacheng Tao, Beyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question Answering, IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), 29 (12): 5947-5959, 2018. [SCI一区,ESI高被引]

[8]. Zhou Yu, Jun Yu*, Chenchao Xiang, Zhou Zhao, Qi Tian, Dacheng Tao, Rethinking Diversified and Discriminative Proposal Generation for Visual Grounding, International Joint Conference on Artificial Intelligence (IJCAI), 2018. [CCF A类会议]

[9]. Zhou Yu, Jun Yu*, Jianping Fan, Dacheng Tao, Multi-modal Factorized Bilinear Pooling with Coattention Learning for Visual Question Answering, International Conference on Computer Vision (ICCV), 2017. [CCF A类会议]

[10]. Zhou Yu, Fei Wu, Yi Yang, Qi Tian, Jiebo Luo and Yueting Zhuang, Discriminative Coupled Dictionary Hashing for Fast Cross-media Retrieval, ACM SIGIR Conference, 2014. [CCF A类会议]