杜晓宇
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。English Version
论文
Invariant Representation Learning for Multimedia Recommendation. Xiaoyu Du, Zike Wu, Fuli Feng, Xiangnan He, Jinhui Tang. (Proceedings of the 30th ACM International Conference on Multimedia) .第一作者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)) .第一作者Learning to match on graph for fashion compatibility modeling. Xun Yang, Xiaoyu Du, Meng Wang. (Proceedings of the AAAI Conference on Artificial Intelligence) .共同一作Wheel: Accelerating cnns with distributed gpus via hybrid parallelism and alternate strategy. Xiaoyu Du, Jinhui Tang, Zechao Li, Zhiguang Qin. (Proceedings of the 25th ACM international conference on Multimedia) .第一作者Design of Automata Online Judge. Xiaoyu Du, Chao Yi, Yu Wei, Su Feng, Zhi Gong. (2010 2nd International Conference on Information Engineering and Computer Science) .第一作者How to learn item representation for cold-start multimedia recommendation?. Xiaoyu Du, Xiang Wang, Xiangnan He, Zechao Li, Jinhui Tang, Tat-Seng Chua. (Proceedings of the 28th ACM International Conference on Multimedia) .第一作者Adversarial personalized ranking for recommendation. Xiangnan He, Zhankui He, Xiaoyu Du, Tat-Seng Chua. (The 41st International ACM SIGIR Conference on Research \& Development in Information Retrieval) .其他作者Progressive image enhancement under aesthetic guidance. Xiaoyu Du, Xun Yang, Zhiguang Qin, Jinhui Tang. (Proceedings of the 2019 on International Conference on Multimedia Retrieval) .第一作者Autonomic learning in Course Software: A case study. Xiaoyu Du, Chao Yi, Su Feng, Yu Wei, Qiao Tang. (2010 International Conference on Computer Application and System Modeling (ICCASM 2010)) .第一作者The Design of Course-Oriented Online Judge. Chao Yi, Xiaoyu Du, Su Feng, Si Li, Yue Zhuo. (Advanced Materials Research) .其他作者项目
国家自然科学基金面上项目 "基于知识发现与推理的社交多媒体推荐方法研究", (No.6217070660), 2022-2025, 主持