谢希科-个人主页

Don’t cross the bridge until you come to it
Honesty is the best policy
Too many cooks spoil the broth
When in Rome, do as the Romans do
Don’t judge a book by its cover

个人信息

特任研究员、博士生导师

中科大苏州高等研究院,思贤楼406-2

Email: xkxie at ustc.edu.cn

研究方向

大数据管理和分析、机器学习驱动的数据处理、智能交通、数据质量、区块链、群智感知应用研究等

学术服务

计算机学会高级会员、数据库专委执委、教育战略学会大数据专委委员，中文信息学会大搜索专委常委。担任ACM Computing Survey, TODS, VLDBJ, TKDE等期刊审稿人，担任NeurIPS, ICLR, KDD, ICDE, SIGIR, AAAI, IJCAI等国际会议的程序委员会委员。

学术背景

丹麦奥尔堡大学助理教授

香港大学博士

西安交通大学本硕

Our Skills

大数据

机器学习

并行计算

分布式系统

近期活动

2025: PC Members/reviewers for ICLR, ICDE

2024: PC Members/reviewers for NeurIPS, KDD, ICDE, IJCAI

2023: PC Members/reviewers for KDD, SIGIR

ACM TURC 2020 - SIGMOD China Chapter (Co-Chair)

IEEE MDM 2019 - PhD Forum & Panel (Co-Chair)

CCF NDBC (中国数据库学术会议) 2019 - Demo track (Co-Chair)

近期论文

■ Capsule: an Out-of-Core Training Mechanism for Colossal GNNs. Yongan Xiang, Zezhong Ding, Rui Guo, Shangyou Wang, Xike Xie, S. Kevin Zhou. SIGMOD 2025 (CCF 推荐A类)

■ ClusPar: A Game-Theoretic Approach for Efficient and Scalable Streaming Edge Partitioning. Zezhong Ding, Deyu Kong, Zhuoxu Zhang, Xike Xie, Jianliang Xu. TC 2025 (CCF 推荐A类)

■ Partial Optimal Transport Based Out-of-Distribution Detection for Open-Set Semi-Supervised Learning. Yilong Ren, Chuanwen Feng, Xike Xie. S. Kevin Zhou. IJCAI 2024 (CCF 推荐A类)

■ Prompt Learning with Extended Kalman Filter for Pre-trained Language Models. Quan Li, Xike Xie. Chao Wang, S. Kevin Zhou. IJCAI 2024 (CCF 推荐A类)

■ Learning to Sketch: A Neural Approach to Item Frequency Estimation in Streaming Data. Yukun Cao, Yuan Feng, Hairu Wang, Xike Xie, S. Kevin Zhou. TPAMI 2024 (CCF 推荐A类)

■ Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning. Zezhong Ding, Yongan Xiang, Shangyou Wang, Xike Xie, S. Kevin Zhou. SIGMOD 2024 (CCF 推荐A类)

■ Mayfly: a Neural Data Structure for Graph Stream Summarization. Yuan Feng, Yukun Cao, Hairu Wang, Xike Xie, S. Kevin Zhou. ICLR 2024 Spotlight

■ Attacks on Continual Semantic Segmentation by Perturbing Incremental Samples. Zhidong Yu, Wei Yang, Xike Xie, Zhenbo Shi. AAAI 2024 (CCF 推荐A类)

■ TIKP: Text-to-Image Knowledge Preservation for Continual Semantic Segmentation. Zhidong Yu, Wei Yang, Xike Xie, Zhenbo Shi. AAAI 2024 (CCF 推荐A类)

■ A Probabilistic Sketch for Summarizing Cold Items of Data Streams. Yongqiang Liu, Xike Xie. TON 2023 (CCF 推荐A类)

■ Multithreading Heterogeneous Graph Aggregation. Kai Zou, Haoyun Li, Xike Xie, Sean X. Wang. TKDE 2023 (CCF 推荐A类)

■ OT-Filter: An Optimal Transport Filter for Learning with Noisy Labels. Chuanwen Feng, Yilong Ren, Xike Xie. CVPR 2023 (CCF 推荐A类)

■ Learn to Explore: on Bootstrapping Interactive Data Exploration with Meta-learning. Yukun Cao, Xike Xie, Kexing Huang. ICDE 2023 (CCF 推荐A类)

■ Meta-sketch: A Neural Data Structure for Estimating Item Frequencies of Data Streams. Yukun Cao, Yuan Feng, Xike Xie. AAAI 2023 (CCF 推荐A类)

■ GX-Plug: a Middleware for Plugging Accelerators to Distributed Graph Processing. Kai Zou, Xike Xie, Qi Li, Deyu Kong. ICDE 2022 (CCF 推荐A类)

■ Clustering-based Partitioning for Large Web Graphs. Deyu Kong, Xike Xie, Zhuoxu Zhang. ICDE 2022 (CCF 推荐A类)

■ Multi-dimensional Probabilistic Regression over Imprecise Data Streams. Ran Gao, Xike Xie, Kai Zou, Torben Bach Pedersen. TheWebConf 2022 (CCF 推荐A类)

■ XY-Sketch: on Sketching Data Streams at Web Scale. Yongqiang Liu, Xike Xie. TheWebConf 2021 (CCF 推荐A类)

■ On Efficient and Scalable Time-Continuous Spatial Crowdsourcing. Ting Wang, Xike Xie, Xin Cao, Torben Bach Pedersen, Yang Wang, Mingjun Xiao. ICDE 2021 (CCF 推荐A类)

■ Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg Game. Baoyi An, Mingjun Xiao, An Liu, Xike Xie, Xiaofang Zhou. ICDE 2021 (CCF 推荐A类)

■ Achieving Secure and Dynamic Range Queries Over Encrypted Cloud Data. Wei Yang, Yangyang Geng, Xike Xie, Liusheng Huang. IEEE Transactions on Knowledge and Data Engineering (TKDE), accepted (2020) (CCF 推荐A类)

■ A Data-driven Sequential Localization Framework for Big Telco Data. Fangzhou Zhu, Mingxuan Yuan, Xike Xie, Ting Wang, Shenglin Zhao, Weixiong Rao, Jia Zeng. IEEE Transactions on Knowledge and Data Engineering (TKDE), accepted (2020) (CCF 推荐A类)

■ OLAP over Probabilistic Data Cubes II: on Parallelization and Aggregating Extension. Xike Xie, Kai Zou, Xingjun Hao, Torben Bach Pedersen, Peiquan Jin, Wei Yang. IEEE Transactions on Knowledge and Data Engineering (TKDE), accepted (2019) (CCF 推荐A类)

■ A Survey of Spatial Crowdsourcing. Srinivasa Raghavendra Bhuvan Gummidi, Xike Xie*, Torben Bach Pedersen. ACM Transactions on Database Systems (TODS), 44(2), Article 8, 46 pages (2019) (CCF 推荐A类)

■ Reverse Keyword-Based Location Search. Xike Xie, Xin Lin, Jianliang Xu, Christian S. Jensen. ICDE 2017: 375-386 (CCF 推荐A类)

■ Elite: an Elastic Infrastructure for Big Spatiotemporal Trajectories. Xike Xie, Benjin Mei, Jinchuan Chen, Xiaoyong Du, Christian S. Jensen. Very Large Data Base Journal (VLDBJ), 25(4): 473-493 (2016) (CCF 推荐A类)

■ OLAP over Probabilistic Data Cubes I: Aggregating, Materializing, and Querying. Xike Xie, Xingjun Hao, Torben Bach Pedersen, Peiquan Jin, Jinchuan Chen. ICDE 2016: 799-810 (CCF 推荐A类)

■ Learning-Aided Cleansing for Indoor RFID data. Asif Iqbal Baba, Manfred Jaeger, Hua Lu, Torben Bach Pedersen, Wei-Shinn Ku, Xike Xie. SIGMOD 2016: 925-936 (CCF 推荐A类)

■ Enabling Scalable Geographic Service Sharing with Weighted Imprecise Voronoi Cells. Xike Xie, Peiquan Jin, Man Lung Yiu, Jiang Du, Mingxuan Yuan, Christian S. Jensen. IEEE Transactions on Knowledge and Data Engineering (TKDE), 28(2):439-453 (2016) (CCF 推荐A类)

[Full Publication List]