杜晓宇

杜晓宇

Associate Professor

南京理工大学

杜晓宇，南京理工大学副教授，江苏省双创博士。2019年于电子科技大学取得博士学位，获优秀博士论文奖。曾任新加坡国立大学NExT++研究中心博士后。主持和参与多项国家自然科学基金项目，获得科技部首届创新挑战赛优胜奖，教育部产学合作协同育人项目。在顶级国际期刊和会议上发表论文10余篇，包含领域顶级期刊如TOIS、TNNLS、TKDE及CCF A 类国际会议MM、SIGIR等。担任TKDE、IJCAI等期刊及会议的审稿专家。研究兴趣包含多媒体计算、推荐系统、并行计算。

论文

  • Invariant Representation Learning for Multimedia Recommendation. Xiaoyu Du, Zike Wu, Fuli Feng, Xiangnan He, Jinhui Tang. () .Xiaoyu Du, Zike Wu, Fuli Feng, Xiangnan He, Jinhui Tang
  • Modeling embedding dimension correlations via convolutional neural collaborative filtering. Xiaoyu Du, Xiangnan He, Fajie Yuan, Jinhui Tang, Zhiguang Qin, Tat-Seng Chua. (ACM Transactions on Information Systems (TOIS)) .Xiaoyu Du, Xiangnan He, Fajie Yuan, Jinhui Tang, Zhiguang Qin, Tat-Seng Chua
  • Learning to match on graph for fashion compatibility modeling. Xun Yang, Xiaoyu Du, Meng Wang. () .Xun Yang, Xiaoyu Du, Meng Wang
  • Wheel: Accelerating cnns with distributed gpus via hybrid parallelism and alternate strategy. Xiaoyu Du, Jinhui Tang, Zechao Li, Zhiguang Qin. () .Xiaoyu Du, Jinhui Tang, Zechao Li, Zhiguang Qin
  • Design of Automata Online Judge. Xiaoyu Du, Chao Yi, Yu Wei, Su Feng, Zhi Gong. () .Xiaoyu Du, Chao Yi, Yu Wei, Su Feng, Zhi Gong
  • How to learn item representation for cold-start multimedia recommendation?. Xiaoyu Du, Xiang Wang, Xiangnan He, Zechao Li, Jinhui Tang, Tat-Seng Chua. () .Xiaoyu Du, Xiang Wang, Xiangnan He, Zechao Li, Jinhui Tang, Tat-Seng Chua
  • Adversarial personalized ranking for recommendation. Xiangnan He, Zhankui He, Xiaoyu Du, Tat-Seng Chua. () .Xiangnan He, Zhankui He, Xiaoyu Du, Tat-Seng Chua
  • Progressive image enhancement under aesthetic guidance. Xiaoyu Du, Xun Yang, Zhiguang Qin, Jinhui Tang. () .Xiaoyu Du, Xun Yang, Zhiguang Qin, Jinhui Tang
  • Autonomic learning in Course Software: A case study. Xiaoyu Du, Chao Yi, Su Feng, Yu Wei, Qiao Tang. () .Xiaoyu Du, Chao Yi, Su Feng, Yu Wei, Qiao Tang
  • The Design of Course-Oriented Online Judge. Chao Yi, Xiaoyu Du, Su Feng, Si Li, Yue Zhuo. () .Chao Yi, Xiaoyu Du, Su Feng, Si Li, Yue Zhuo

项目

  • 基于知识发现与推理的社交多媒体推荐方法研究, (6217070660), 2022-01-01-2025-12-31, 主持