ICDE

Publications

2024

Yilun Liu, Shimin Tao, Xiaofeng Zhao, Ming Zhu, Wenbing Ma, Junhao Zhu, Chang Su, Yutai Hou, Miao Zhang, Min Zhang, Hongxia Ma, Li Zhang, Hao Yang, Yanfei Jiang
CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning. ICDE (2024)
Christian S. Jensen, Bin Yang, Chenjuan Guo, Jilin Hu, Kristian Torp
Routing with Massive Trajectory Data. ICDE (2024)
Zixuan Chen, Subhodeep Mitra, R. Ravi, Wolfgang Gatterbauer
HITSnDIFFs: From Truth Discovery to Ability Discovery by Recovering Matrices with the Consecutive Ones Property. ICDE (2024)
Rihan Hai, Shih-Han Hung, Sebastian Feld
Quantum Data Management: From Theory to Opportunities. ICDE (2024)
Zhaoxuan Ji, Zhongle Xie, Yuncheng Wu, Meihui Zhang
LBSC: A Cost-Aware Caching Framework for Cloud Databases. ICDE (2024)
Haoyu Liu, Yongcai Wang, Xiaojia Xu, Deying Li
Bottom-up k-Vertex Connected Component Enumeration by Multiple Expansion. ICDE (2024)
Shuhao Li, Yue Cui, Libin Li, Weidong Yang, Fan Zhang, Xiaofang Zhou
ST-ABC: Spatio-Temporal Attention-Based Convolutional Network for Multi-Scale Lane-Level Traffic Prediction. ICDE (2024)
Joel Rorseth, Parke Godfrey, Lukasz Golab, Divesh Srivastava, Jaroslaw Szlichta
RAGE Against the Machine: Retrieval-Augmented LLM Explanations. ICDE (2024)
Petros Skoufis, Dimitrios Skoutas
KGSEC: A Modular Framework for Knowledge Graph Schema Extraction and Comparison. ICDE (2024)
Cheng Chen, Shuai Zhang
Observations and Opportunities in Solving Large-Scale Graph Data Processing Challenges at ByteDance by Using Heterogeneous Hardware. ICDE (2024)
Zhenyu Wen, Jiaxu Qian, Bin Qian, Qin Yuan, Jianbin Qin, Qi Xuan, Ye Yuan
Across Images and Graphs for Question Answering. ICDE (2024)
Yu Yan, Hongzhi Wang, Junfang Huang, Dake Zhong, Tao Yu, Kaixin Zhang, Man Yang, Tianqing Wang
QCFE: An Efficient Feature Engineering for Query Cost Estimation. ICDE (2024)
Yuxiang Wang, Xiao Yan, Chuang Hu, Quanqing Xu, Chuanhui Yang, Fangcheng Fu, Wentao Zhang, Hao Wang, Bo Du, Jiawei Jiang
Generative and Contrastive Paradigms Are Complementary for Graph Self-Supervised Learning. ICDE (2024)
Antonios Kontaxakis, Dimitris Sacharidis, Alkis Simitsis, Alberto Abelló, Sergi Nadal
HYPPO: Using Equivalences to Optimize Pipelines in Exploratory Machine Learning. ICDE (2024)
Braulio Valentin Sanchez Vinces, Robson L. F. Cordeiro, Christos Faloutsos
Mccatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets. ICDE (2024)
Yue Fu, Qingqing Ye, Rong Du, Haibo Hu
Interactive Trimming Against Evasive Online Data Manipulation Attacks: A Game-Theoretic Approach. ICDE (2024)
Samuele Langhi, Angela Bonifati, Riccardo Tommasini
Towards Streaming Consistency Management. ICDE (2024)
Yuanfeng Song, Jinwei Lu, Xuefang Zhao, Raymond Chi-Wing Wong, Haodi Zhang
Demonstration of FeVisQA: Free-Form Question Answering over Data Visualization. ICDE (2024)
Gan Peng, Peng Cai, Kaikai Ye, Kai Li, Jinlong Cai, Yufeng Shen, Han Su, Weiyuan Xu
Online Index Recommendation for Slow Queries. ICDE (2024)
Wei Yuan, Liang Qu, Lizhen Cui, Yongxin Tong, Xiaofang Zhou, Hongzhi Yin
HeteFedRec: Federated Recommender Systems with Model Heterogeneity. ICDE (2024)
Yunming Liao, Yang Xu, Hongli Xu, Lun Wang, Zhiwei Yao, Chunming Qiao
MergeSFL: Split Federated Learning with Feature Merging and Batch Size Regulation. ICDE (2024)
Ping Lu, Ting Deng, Haoyuan Zhang, Yufeng Jin, Feiyi Liu, Tiancheng Mao, Lexiao Liu
Ontology-Mediated Query Answering Using Graph Patterns with Conditions. ICDE (2024)
Youshao Xiao, Lin Ju, Zhenglei Zhou, Siyuan Li, Zhaoxin Huan, Dalong Zhang, Rujie Jiang, Lin Wang, Xiaolu Zhang, Lei Liang, Jun Zhou
AntDT: A Self-Adaptive Distributed Training Framework for Leader and Straggler Nodes. ICDE (2024)
Shuliang Wang, Song Tang, Sijie Ruan, Cheng Long, Yuxuan Liang, Qi Li, Ziqiang Yuan, Jie Bao, Yu Zheng
Urban Sensing for Multi-Destination Workers via Deep Reinforcement Learning. ICDE (2024)
Junhui Gao, Qianru Wang, Xin Zhang, Juan Shi, Xiang Zhao, Qingye Han, Yan Pan
Cooperative Air-Ground Instant Delivery by UAVs and Crowdsourced Taxis. ICDE (2024)
Linshan Qiu, Zhonggen Li, Xiangyu Ke, Lu Chen, Yunjun Gao
Accelerating Biclique Counting on GPU. ICDE (2024)
Wenbin Li, Di Yao, Chang Gong, Xiaokai Chu, Quanliang Jing, Xiaolei Zhou, Yuxuan Zhang, Yunxia Fan, Jingping Bi
CausalTAD: Causal Implicit Generative Model for Debiased Online Trajectory Anomaly Detection. ICDE (2024)
Anna Pavlenko, Karla Saur, Yiwen Zhu, Brian Kroth, Joyce Cahoon, Jesús Camacho-Rodríguez
VASIM: Vertical Autoscaling Simulator Toolkit. ICDE (2024)
Aniket Modi, Rohan Tikmany, Tanu Malik, Raghavan Komondoor, Ashish Gehani, Deepak D'Souza
Kondo: Efficient Provenance-Driven Data Debloating. ICDE (2024)
Zhao Bai, Mingyue Wang, Fangda Guo, Yu Guo, Chengjun Cai, Rongfang Bie, Xiaohua Jia
SecMdp: Towards Privacy-Preserving Multimodal Deep Learning in End-Edge-Cloud. ICDE (2024)
Arash Hajisafi, Maria Despoina Siampou, Jize Bi, Luciano Nocera, Cyrus Shahabi
Wearables for Health (W4H) Toolkit for Acquisition, Storage, Analysis and Visualization of Data from Various Wearable Devices. ICDE (2024)
Alexander Zhou, Yue Wang, Lei Chen, M. Tamer Özsu
Positive Communities on Signed Graphs That Are Not Echo Chambers: A Clique-Based Approach. ICDE (2024)
Marcus de Carvalho, Mahardhika Pratama, Jie Zhang, Haoyan Chua, Edward Kien Yee Yapp
Towards Cross-Domain Continual Learning. ICDE (2024)
Ming Hu, Peiheng Zhou, Zhihao Yue, Zhiwei Ling, Yihao Huang, Anran Li, Yang Liu, Xiang Lian, Mingsong Chen
FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation. ICDE (2024)
Odysseas Papapetrou, Jens E. d'Hondt
Multivariate Similarity Search - A Call for a New Breed of Similarity Search Algorithms. ICDE (2024)
Dazhuo Qiu, Mengying Wang, Arijit Khan, Yinghui Wu
Generating Robust Counterfactual Witnesses for Graph Neural Networks. ICDE (2024)
Jinjin Zhao, Sanjay Krishnan
Compression and In-Situ Query Processing for Fine-Grained Array Lineage. ICDE (2024)
Chen Zhong, Qingqing Zhou, Yuxing Chen, Xingsheng Zhao, Kuang He, Anqun Pan, Song Jiang
IndeXY: A Framework for Constructing Indexes Larger than Memory. ICDE (2024)
Zibo Liang, Xu Chen, Yuyang Xia, Runfan Ye, Haitian Chen, Jiandong Xie, Kai Zheng
DACE: A Database-Agnostic Cost Estimator. ICDE (2024)
Jianjun Zhao, Haikun Liu, Shuhao Zhang, Zhuohui Duan, Xiaofei Liao, Hai Jin, Yu Zhang
Fast Parallel Recovery for Transactional Stream Processing on Multicores. ICDE (2024)
Yuanyuan Xu, Wenjie Zhang, Ying Zhang, Maria E. Orlowska, Xuemin Lin
TimeSGN: Scalable and Effective Temporal Graph Neural Network. ICDE (2024)
Zhihao Zeng, Ziquan Fang, Lu Chen, Yunjun Gao, Kai Zheng, Gang Chen
FedCTQ: A Federated-Based Framework for Accurate and Efficient Contact Tracing Query. ICDE (2024)
Yuchen Fang, Jiandong Xie, Yan Zhao, Lu Chen, Yunjun Gao, Kai Zheng
Temporal-Frequency Masked Autoencoders for Time Series Anomaly Detection. ICDE (2024)
Hanchen Wang, Jianke Yu, Xiaoyang Wang, Chen Chen, Wenjie Zhang, Xuemin Lin
Neural Similarity Search on Supergraph Containment (Extended Abstract). ICDE (2024)
Zengyang Gong, Yuxiang Zeng, Lei Chen
Querying Shortest Path on Large Time-Dependent Road Networks with Shortcuts. ICDE (2024)
Yin Xu, Xichong Zhang, Mingjun Xiao, Jie Wu, An Liu, Sheng Zhang
Joint Mobile Edge Caching and Pricing: A Mean-Field Game Approach. ICDE (2024)
Meng Ai, Zhuo Chen, Jibin Wang, Jing Shang, Tao Tao, Zhen Li
Improve ROI with Causal Learning and Conformal Prediction. ICDE (2024)
Jiujian Chen, Kai Wang, Ronghua Li, Hongchao Qin, Xuemin Lin, Guoren Wang
Maximal Biclique Enumeration: A Prefix Tree Based Approach. ICDE (2024)
Hiroyuki Ootomo, Akira Naruse, Corey Nolet, Ray Wang, Tamas Feher, Yong Wang
CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs. ICDE (2024)
Guoliang Li, Ji Sun, Lijie Xu, Shifu Li, Jiang Wang, Wen Nie
GaussML: An End-to-End In-Database Machine Learning System. ICDE (2024)