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Books and Theses
- 2012
[b1]Xike Xie:
Evaluating nearest neighbor queries over uncertain databases. University of Hong Kong, 2012
Journal Articles
- 2024
- [j27]Zhou Zhang, Peiquan Jin, Xike Xie, Xiao-Liang Wang, Ruicheng Liu, Shouhong Wan:
Online Nonstop Task Management for Storm-Based Distributed Stream Processing Engines. J. Comput. Sci. Technol. 39(2): 116-138 (2024) - [j26]Zezhong Ding
, Yongan Xiang, Shangyou Wang, Xike Xie, S. Kevin Zhou:
Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning. Proc. ACM Manag. Data 2(3): 162 (2024) - [j25]Yukun Cao, Yuan Feng, Hairu Wang, Xike Xie, S. Kevin Zhou:
Learning to Sketch: A Neural Approach to Item Frequency Estimation in Streaming Data. IEEE Trans. Pattern Anal. Mach. Intell. 46(11): 7136-7153 (2024) - [j24]Kai Zou, Xike Xie, Haoyun Li, X. Sean Wang:
Multithreading Heterogeneous Graph Aggregation. IEEE Trans. Knowl. Data Eng. 36(6): 2548-2562 (2024) - [j23]Yongqiang Liu, Xike Xie:
A Probabilistic Sketch for Summarizing Cold Items of Data Streams. IEEE/ACM Trans. Netw. 32(2): 1287-1302 (2024) - 2023
- [j22]Wei Tian, Jieming Shi, Siqiang Luo, Hui Li, Xike Xie, Yuanhang Zou:
Effective and Efficient Route Planning Using Historical Trajectories on Road Networks. Proc. VLDB Endow. 16(10): 2512-2524 (2023) - 2022
- [j21]Zhou Zhang, Zhaole Chu, Peiquan Jin, Yongping Luo, Xike Xie, Shouhong Wan, Yun Luo, Xufei Wu, Peng Zou, Chunyang Zheng, Guoan Wu, Andy Rudoff:
PLIN: A Persistent Learned Index for Non-Volatile Memory with High Performance and Instant Recovery. Proc. VLDB Endow. 16(2): 243-255 (2022) - [j20]Wei Yang, Yangyang Geng, Lu Li, Xike Xie, Liusheng Huang:
Achieving Secure and Dynamic Range Queries Over Encrypted Cloud Data. IEEE Trans. Knowl. Data Eng. 34(1): 107-121 (2022) - [j19]Zhengyang Zhou, Yang Wang, Xike Xie, Lianliang Chen, Chaochao Zhu:
Foresee Urban Sparse Traffic Accidents: A Spatiotemporal Multi-Granularity Perspective. IEEE Trans. Knowl. Data Eng. 34(8): 3786-3799 (2022) - 2021
- [j18]Zhou Zhang, Peiquan Jin, Xiao-Liang Wang, Yan-Qi Lv, Shouhong Wan, Xike Xie:
COLIN: A Cache-Conscious Dynamic Learned Index with High Read/Write Performance. J. Comput. Sci. Technol. 36(4): 721-740 (2021) - [j17]Fangzhou Zhu, Mingxuan Yuan, Xike Xie, Ting Wang, Shenglin Zhao, Weixiong Rao, Jia Zeng:
A Data-Driven Sequential Localization Framework for Big Telco Data. IEEE Trans. Knowl. Data Eng. 33(8): 3007-3019 (2021) - 2020
- [j16]Wen Zhang, Yang Wang, Xike Xie, Chuancai Ge, Hengchang Liu:
Real-time Travel Time Estimation with Sparse Reliable Surveillance Information. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 36:1-36:23 (2020) - [j15]Xike Xie, Kai Zou, Xingjun Hao, Torben Bach Pedersen, Peiquan Jin, Wei Yang:
OLAP over Probabilistic Data Cubes II: Parallel Materialization and Extended Aggregates. IEEE Trans. Knowl. Data Eng. 32(10): 1966-1981 (2020) - [j14]Yang Wang, Zhengyang Zhou, Kai Liu, Xike Xie, Wenhua Li:
Large-Scale Intelligent Taxicab Scheduling: A Distributed and Future-Aware Approach. IEEE Trans. Veh. Technol. 69(8): 8176-8191 (2020) - 2019
- [j13]Yiwen Nie, Wei Yang, Liusheng Huang, Xike Xie, Zhenhua Zhao, Shaowei Wang:
A Utility-Optimized Framework for Personalized Private Histogram Estimation. IEEE Trans. Knowl. Data Eng. 31(4): 655-669 (2019) - [j12]Srinivasa Raghavendra Bhuvan Gummidi, Xike Xie, Torben Bach Pedersen:
A Survey of Spatial Crowdsourcing. ACM Trans. Database Syst. 44(2): 8:1-8:46 (2019) - 2018
- [j11]Hua Lu, Man Lung Yiu, Xike Xie:
Querying spatial data by dominators in neighborhood. Inf. Syst. 77: 71-85 (2018) - 2017
- [j10]Xuanyu Bai, Jianguo Yao, Mingxuan Yuan, Ke Deng, Xike Xie, Haibing Guan:
Embedding differential privacy in decision tree algorithm with different depths. Sci. China Inf. Sci. 60(8): 082104:1-082104:15 (2017) - 2016
- [j9]Xike Xie, Peiquan Jin, Man Lung Yiu, Jiang Du, Mingxuan Yuan, Christian S. Jensen:
Enabling Scalable Geographic Service Sharing with Weighted Imprecise Voronoi Cells. IEEE Trans. Knowl. Data Eng. 28(2): 439-453 (2016) - [j8]Xike Xie, Benjin Mei, Jinchuan Chen, Xiaoyong Du, Christian S. Jensen:
Elite: an elastic infrastructure for big spatiotemporal trajectories. VLDB J. 25(4): 473-493 (2016) - 2015
- [j7]Peiquan Jin, Xike Xie, Na Wang, Lihua Yue:
Optimizing R-tree for flash memory. Expert Syst. Appl. 42(10): 4676-4686 (2015) - [j6]Peiquan Jin, Xike Xie, Christian S. Jensen, Yong Jin, Lihua Yue:
HAG: An Energy-Proportional Data Storage Scheme for Disk Array Systems. J. Comput. Sci. Technol. 30(4): 679-695 (2015) - [j5]Xike Xie, Hua Lu, Torben Bach Pedersen:
Distance-Aware Join for Indoor Moving Objects. IEEE Trans. Knowl. Data Eng. 27(2): 428-442 (2015) - 2014
- [j4]Xike Xie, Man Lung Yiu, Reynold Cheng, Hua Lu:
Scalable Evaluation of Trajectory Queries over Imprecise Location Data. IEEE Trans. Knowl. Data Eng. 26(8): 2029-2044 (2014) - 2013
- [j3]Xike Xie, Reynold Cheng, Man Lung Yiu, Liwen Sun, Jinchuan Chen:
UV-diagram: a voronoi diagram for uncertain spatial databases. VLDB J. 22(3): 319-344 (2013) - 2010
- [j2]Reynold Cheng, Eric Lo, Xuan S. Yang, Ming-Hay Luk, Xiang Li, Xike Xie:
Explore or Exploit? Effective Strategies for Disambiguating Large Databases. Proc. VLDB Endow. 3(1): 815-825 (2010) - 2008
- [j1]Reynold Cheng, Jinchuan Chen, Xike Xie:
Cleaning uncertain data with quality guarantees. Proc. VLDB Endow. 1(1): 722-735 (2008)
Conference and Workshop Papers
- 2024
- [c60]Zhidong Yu, Wei Yang, Xike Xie, Zhenbo Shi:
Attacks on Continual Semantic Segmentation by Perturbing Incremental Samples. AAAI 2024: 6844-6852 - [c59]Zhidong Yu, Wei Yang, Xike Xie, Zhenbo Shi:
TIKP: Text-to-Image Knowledge Preservation for Continual Semantic Segmentation. AAAI 2024: 16596-16604 - [c58]Wenlong Chen, Chuanwen Feng, Ao Ke, Xike Xie, S. Kevin Zhou:
Out-of-Distribution Detection for Learning-Based Chest X-Ray Diagnosis. ICASSP 2024: 1816-1820 - [c57]Yuan Feng, Yukun Cao, Hairu Wang, Xike Xie, S. Kevin Zhou:
Mayfly: a Neural Data Structure for Graph Stream Summarization. ICLR 2024 - [c56]Quan Li, Xike Xie, Chao Wang, S. Kevin Zhou:
Prompt Learning with Extended Kalman Filter for Pre-trained Language Models. IJCAI 2024: 4452-4460 - [c55]Yilong Ren, Chuanwen Feng, Xike Xie, S. Kevin Zhou:
Partial Optimal Transport Based Out-of-Distribution Detection for Open-Set Semi-Supervised Learning. IJCAI 2024: 4851-4859 - [c54]Quan Li, Xike Xie, Chao Wang, Jiali Weng:
Local Deep Learning Quantization for Approximate Nearest Neighbor Search. ICMR 2024: 1125-1129 - 2023
- [c53]Yukun Cao, Yuan Feng, Xike Xie:
Meta-Sketch: A Neural Data Structure for Estimating Item Frequencies of Data Streams. AAAI 2023: 6916-6924 - [c52]Chuanwen Feng, Yilong Ren, Xike Xie:
OT-Filter: An Optimal Transport Filter for Learning with Noisy Labels. CVPR 2023: 16164-16174 - [c51]Haoyun Li, Yukun Cao, Xike Xie:
VR-Explorer: A Demonstration of a Virtual Reality Interactive Data Exploration System. GROUP (Companion) 2023: 15-17 - [c50]Hangjia Cen, Xike Xie, Xin Cao, Jiali Weng:
Approximate Indexing for Top-k Queries over Massive Spatio-textual Data Streams. ICDEW 2023: 8-11 - [c49]Yukun Cao, Xike Xie, Kexin Huang:
Learn to Explore: on Bootstrapping Interactive Data Exploration with Meta-learning. ICDE 2023: 1720-1733 - [c48]Ao Ke, Wenlong Chen, Chuanwen Feng, Xike Xie:
Boosting Out-of-Distribution Detection with Sample Weighting. PRCV (3) 2023: 213-223 - [c47]Ting Huang, Xike Xie, Xiufeng Liu:
Multi-level Correlation Matching for Legal Text Similarity Modeling with Multiple Examples. WISE 2023: 621-632 - 2022
- [c46]Deyu Kong, Xike Xie, Zhuoxu Zhang:
Clustering-based Partitioning for Large Web Graphs. ICDE 2022: 593-606 - [c45]Kai Zou, Xike Xie, Qi Li, Deyu Kong:
GX-Plug: a Middleware for Plugging Accelerators to Distributed Graph Processing. ICDE 2022: 2682-2694 - [c44]Yunkai Sun, Nichlas Nielsen, Xike Xie, Torben Bach Pedersen, Ulf Simonsen, Hua Lu, Maite Ainciburu:
UrbanGen: Generating Combined In- and Outdoor Trajectories. MDM 2022: 270-273 - [c43]Ran Gao, Xike Xie, Kai Zou, Torben Bach Pedersen:
Multi-dimensional Probabilistic Regression over Imprecise Data Streams. WWW 2022: 3317-3326 - 2021
- [c42]Fangwei Wu, Xike Xie, Jieming Shi:
Top-k Closest Pair Queries over Spatial Knowledge Graph. DASFAA (1) 2021: 625-640 - [c41]Baoyi An, Mingjun Xiao, An Liu, Xike Xie, Xiaofang Zhou:
Crowdsensing Data Trading based on Combinatorial Multi-Armed Bandit and Stackelberg Game. ICDE 2021: 253-264 - [c40]Ting Wang, Xike Xie, Xin Cao, Torben Bach Pedersen, Yang Wang, Mingjun Xiao:
On Efficient and Scalable Time-Continuous Spatial Crowdsourcing. ICDE 2021: 1212-1223 - [c39]Kangjia Shao, Yang Wang, Zhengyang Zhou, Xike Xie, Guang Wang:
TrajForesee: How limited detailed trajectories enhance large-scale sparse information to predict vehicle trajectories? ICDE 2021: 2189-2194 - [c38]Qi Li, Kai Zou, Deyu Kong, Huhao Guan, Xike Xie:
GPUGraphX: A GPU-Aided Distributed Graph Processing System. WISE (2) 2021: 501-509 - [c37]Yongqiang Liu, Xike Xie:
XY-Sketch: on Sketching Data Streams at Web Scale. WWW 2021: 1169-1180 - [c36]Zhengyang Zhou, Yang Wang, Xike Xie, Lei Qiao, Yuantao Li:
STUaNet: Understanding Uncertainty in Spatiotemporal Collective Human Mobility. WWW 2021: 1868-1879 - 2020
- [c35]Zhengyang Zhou, Yang Wang, Xike Xie, Lianliang Chen, Hengchang Liu:
RiskOracle: A Minute-Level Citywide Traffic Accident Forecasting Framework. AAAI 2020: 1258-1265 - [c34]Jiehuan Luo, Xin Cao, Xike Xie, Qiang Qu, Zhiqiang Xu, Christian S. Jensen:
Efficient Attribute-Constrained Co-Located Community Search. ICDE 2020: 1201-1212 - [c33]Yu Hao, Xin Cao, Yixiang Fang, Xike Xie, Sibo Wang:
Inductive Link Prediction for Nodes Having Only Attribute Information. IJCAI 2020: 1209-1215 - [c32]Zhi Chen, Wei Yang, Zhenbo Xu, Xike Xie, Liusheng Huang:
DCNet: Dense Correspondence Neural Network for 6DoF Object Pose Estimation in Occluded Scenes. ACM Multimedia 2020: 3929-3937 - [c31]Srinivasa Raghavendra Bhuvan Gummidi, Torben Bach Pedersen, Xike Xie:
Transit-based Task Assignment in Spatial Crowdsourcing. SSDBM 2020: 13:1-13:12 - 2019
- [c30]Jiehuan Luo, Xin Cao, Xike Xie, Qiang Qu:
Best Co-Located Community Search in Attributed Networks. CIKM 2019: 2453-2456 - [c29]Srinivasa Raghavendra Bhuvan Gummidi, Torben Bach Pedersen, Xike Xie, Esteban Zimányi:
Push-based Spatial Crowdsourcing for Enriching Semantic Tags in OpenStreetMap. SIGSPATIAL/GIS 2019: 532-535 - [c28]Yiwen Nie, Wei Yang, Liusheng Huang, Xike Xie, Zhenhua Zhao, Shaowei Wang:
A Utility-Optimized Framework for Personalized Private Histogram Estimation (Extended Abstract). ICDE 2019: 2151-2152 - [c27]Chuancai Ge, Yang Wang, Xike Xie, Hengchang Liu, Zhengyang Zhou:
An Integrated Model for Urban Subregion House Price Forecasting: A Multi-source Data Perspective. ICDM 2019: 1054-1059 - 2018
- [c26]Qing Liu, Zijin Feng, Xike Xie, Jianliang Xu, Xin Lin, Christian S. Jensen:
iZone: Efficient Influence Zone Evaluation over Geo-Textual Data. ICDE 2018: 1645-1648 - [c25]Yang Wang, Yiwei Xiao, Xike Xie, Ruoyu Chen, Hengchang Liu:
Real-time Traffic Pattern Analysis and Inference with Sparse Video Surveillance Information. IJCAI 2018: 3571-3577 - 2017
- [c24]Muhammad Aamir Saleem, Rohit Kumar, Toon Calders, Xike Xie, Torben Bach Pedersen:
IMaxer: A Unified System for Evaluating Influence Maximization in Location-based Social Networks. CIKM 2017: 2523-2526 - [c23]Xike Xie, Xin Lin, Jianliang Xu, Christian S. Jensen:
Reverse Keyword-Based Location Search. ICDE 2017: 375-386 - [c22]Jinling Jiang, Hua Lu, Pengfei Li, Gang Pan, Xike Xie:
Finding Influential Local Users with Similar Interest from Geo-Tagged Social Media Data. MDM 2017: 82-91 - [c21]Rohit Kumar, Muhammad Aamir Saleem, Toon Calders, Xike Xie, Torben Bach Pedersen:
Activity-Driven Influence Maximization in Social Networks. ECML/PKDD (3) 2017: 345-348 - [c20]Muhammad Aamir Saleem, Rohit Kumar, Toon Calders, Xike Xie, Torben Bach Pedersen:
Location Influence in Location-based Social Networks. WSDM 2017: 621-630 - 2016
- [c19]Xike Xie, Xingjun Hao, Torben Bach Pedersen, Peiquan Jin, Jinchuan Chen:
OLAP over probabilistic data cubes I: Aggregating, materializing, and querying. ICDE 2016: 799-810 - [c18]Xike Xie, Peiquan Jin, Man Lung Yiu, Jiang Du, Christian S. Jensen, Mingxuan Yuan:
Enabling scalable geographic service sharing with weighted imprecise Voronoi cells. ICDE 2016: 1522-1523 - [c17]Muhammad Aamir Saleem, Xike Xie, Torben Bach Pedersen:
Scalable Processing of Location-Based Social Networking Queries. MDM 2016: 132-141 - [c16]Asif Iqbal Baba, Manfred Jaeger, Hua Lu, Torben Bach Pedersen, Wei-Shinn Ku, Xike Xie:
Learning-Based Cleansing for Indoor RFID Data. SIGMOD Conference 2016: 925-936 - 2015
- [c15]Benjin Mei, Dehai Liu, Xike Xie, Jinchuan Chen, Xiaoyong Du:
A ^3 3 SAR: Context-Aware Spatial Augmented Reality for Anywhere, Anyone, and Analysis. DASFAA Workshops 2015: 307-312 - 2014
- [c14]Mikkel Boysen, Christian de Haas, Hua Lu, Xike Xie, Aiste Pilvinyte:
Constructing indoor navigation systems from digital building information. ICDE 2014: 1194-1197 - [c13]Xiufeng Liu, Nadeem Iftikhar, Xike Xie:
Survey of real-time processing systems for big data. IDEAS 2014: 356-361 - [c12]Asif Iqbal Baba, Hua Lu, Torben Bach Pedersen, Xike Xie:
Handling False Negatives in Indoor RFID Data. MDM (1) 2014: 117-126 - [c11]Mikkel Boysen, Christian de Haas, Hua Lu, Xike Xie:
A Journey from IFC Files to Indoor Navigation. W2GIS 2014: 148-165 - 2013
- [c10]Xike Xie, Hua Lu, Jinchuan Chen, Shuo Shang:
Top-k Neighborhood Dominating Query. DASFAA (1) 2013: 131-145 - [c9]Jinchuan Chen, Min Zhang, Xike Xie, Xiaoyong Du:
Efficient Querying of Correlated Uncertain Data with Cached Results. DASFAA (1) 2013: 472-486 - [c8]Asif Iqbal Baba, Hua Lu, Torben Bach Pedersen, Xike Xie:
A graph model for false negative handling in indoor RFID tracking data. SIGSPATIAL/GIS 2013: 454-457 - [c7]Xike Xie, Hua Lu, Torben Bach Pedersen:
Efficient distance-aware query evaluation on indoor moving objects. ICDE 2013: 434-445 - [c6]Asif Iqbal Baba, Hua Lu, Xike Xie, Torben Bach Pedersen:
Spatiotemporal Data Cleansing for Indoor RFID Tracking Data. MDM (1) 2013: 187-196 - [c5]Shuo Shang, Hua Lu, Torben Bach Pedersen, Xike Xie:
Modeling of Traffic-Aware Travel Time in Spatial Networks. MDM (1) 2013: 247-250 - [c4]Shuo Shang, Hua Lu, Torben Bach Pedersen, Xike Xie:
Finding Traffic-Aware Fastest Paths in Spatial Networks. SSTD 2013: 128-145 - 2012
- [c3]Xike Xie, Reynold Cheng, Man Lung Yiu:
Evaluating Trajectory Queries over Imprecise Location Data. SSDBM 2012: 56-74 - 2010
- [c2]Reynold Cheng, Xike Xie, Man Lung Yiu, Jinchuan Chen, Liwen Sun:
UV-diagram: A Voronoi diagram for uncertain data. ICDE 2010: 796-807 - 2009
- [c1]Reynold Cheng, Lei Chen, Jinchuan Chen, Xike Xie:
Evaluating probability threshold k-nearest-neighbor queries over uncertain data. EDBT 2009: 672-683
Informal and Other Publications
- 2024
- [i13]Chuanwen Feng, Wenlong Chen, Ao Ke, Yilong Ren, Xike Xie, S. Kevin Zhou:
Detecting Out-of-Distribution Samples via Conditional Distribution Entropy with Optimal Transport. CoRR abs/2401.11726 (2024) - [i12]Zezhong Ding, Yongan Xiang, Shangyou Wang, Xike Xie, S. Kevin Zhou:
Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning. CoRR abs/2402.18304 (2024) - [i11]Yuan Feng, Junlin Lv, Yukun Cao, Xike Xie, S. Kevin Zhou:
Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference. CoRR abs/2407.11550 (2024) - [i10]Yukun Cao, Shuo Han, Zengyi Gao, Zezhong Ding, Xike Xie, S. Kevin Zhou:
GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding. CoRR abs/2409.03258 (2024) - [i9]Junlin Lv, Yuan Feng, Xike Xie, Xin Jia, Qirong Peng, Guiming Xie:
CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs. CoRR abs/2409.12490 (2024) - [i8]Ao Ke, Wenlong Chen, Chuanwen Feng, Yukun Cao, Xike Xie, S. Kevin Zhou, Lei Feng:
Prototype-based Optimal Transport for Out-of-Distribution Detection. CoRR abs/2410.07617 (2024) - 2022
- [i7]Deyu Kong, Xike Xie, Zhuoxu Zhang:
Clustering-based Partitioning for Large Web Graphs. CoRR abs/2201.00472 (2022) - [i6]Kai Zou, Xike Xie, Qi Li, Deyu Kong:
GX-Plug: a Middleware for Plugging Accelerators to Distributed Graph Processing. CoRR abs/2203.13005 (2022) - [i5]Yukun Cao, Xike Xie, Kexin Huang:
Learn to Explore: on Bootstrapping Interactive Data Exploration with Meta-learning. CoRR abs/2212.03423 (2022) - 2021
- [i4]Zhengyang Zhou, Yang Wang, Xike Xie, Lei Qiao, Yuantao Li:
STUaNet: Understanding uncertainty in spatiotemporal collective human mobility. CoRR abs/2102.06027 (2021) - 2020
- [i3]Zhengyang Zhou, Yang Wang, Xike Xie, Lianliang Chen, Hengchang Liu:
RiskOracle: A Minute-level Citywide Traffic Accident Forecasting Framework. CoRR abs/2003.00819 (2020) - [i2]Yu Hao, Xin Cao, Yixiang Fang, Xike Xie, Sibo Wang:
Inductive Link Prediction for Nodes Having Only Attribute Information. CoRR abs/2007.08053 (2020) - [i1]Ting Wang, Xike Xie, Xin Cao, Torben Bach Pedersen, Yang Wang, Mingjun Xiao:
On Efficient and Scalable Time-Continuous Spatial Crowdsourcing - Full Version. CoRR abs/2010.15404 (2020)
Coauthor Index
Shaohua Kevin Zhou
aka: S. Kevin Zhou
aka: S. Kevin Zhou
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