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Xiaokui Xiao
H指数:64
被引数:1.5万
个人简介
I am a professor and Deputy Head (Research and Graduate Matters) at the Department of Computer Science, National University of Singapore (NUS). I obtained a PhD in Computer Science from the Chinese University of Hong Kong in 2008. Before joining NUS in 2018, I was an associate professor at the Nanyang Technological University, Singapore. I am an IEEE Fellow and ACM Distinguished Member. I received the 2024 ACM SIGMOD Test-of-Time Award, the 2022 ACM SIGMOD Research Highlight Award, the VLDB 2021 Best Research Paper Award, the IEEE S&P 2026 Distinguished Paper Award, the ACM SIGKDD 2026 Best Student Paper Award, and the ACM PODS 2026 Best Newcomer Award. I am a trustee of the VLDB Endowment (2022-present).
教育背景
2008.12
the Chinese University of Hong Kong PhD Computer Science
工作经历
2018.01 – 至今
Department of Computer Science, National University of Singapore (NUS)
professor and Deputy Head (Research and Graduate Matters)
2018.12
the Nanyang Technological University, Singapore
associate professor
荣誉奖项
- 2024 ACM SIGMOD Test-of-Time Award（2024）
- 2022 ACM SIGMOD Research Highlight Award（2022）
- VLDB 2021 Best Research Paper Award（2021）
- IEEE S&P 2026 Distinguished Paper Award（2026）
- ACM SIGKDD 2026 Best Student Paper Award（2026）
- ACM PODS 2026 Best Newcomer Award（2026）
EncFormer：在加密数据上的安全高效Transformer推理
单源个性化PageRank的近最优性
重新思考有向图的链接预测
通过梯度丢弃保护联邦学习免受数据重建攻击
ThriftLLM：面向分类查询的大语言模型成本效益选择
为子采样机制中的群体隐私校准噪声
在基架约束下的一类影响最大化问题的有效且高效算法
NeurDB: AI驱动的自治数据系统
跨筒仓联邦学习中的数据分布泄漏问题研究
大型复杂属性网络上的增量式社区检测
