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Accepted TKDE Posters
| Tuesday May 14th, 2024 @ 18:00 |
| TKDE Posters [ In Speys, and in B2B ] |
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Data Lakes: A Survey of Functions and Systems (Extended abstract)
Rihan Hai (TU Delft); Christos Koutras (TU Delft); Christoph Quix (Hochule Niederrhein University of Applied Sciences); Matthias Jarke (RWTH Aachen University)
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OOD-GNN: Out-of-Distribution Generalized Graph Neural Network (Extended Abstract)
Haoyang Li (Tsinghua University); Xin Wang (Tsinghua University); Ziwei Zhang (Tsinghua University); Wenwu Zhu (Tsinghua University)
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Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning (Extended Abstract)
Ning Liu (NUDT); Songlei Jian (National University of Defense Technology); Dongsheng Li (School of Computer Science, National University of Defense Technology); Yiming Zhang (NUDT and Huawei); Zhiquan Lai (National University of Defense Technology); Hongzuo Xu (National University of Defense Technology)
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PLAME: Piecewise-Linear Approximate Measure for Additive Kernel SVM (Extended abstract)
Tsz Nam Chan (Shenzhen University); Zhe Li (Alibaba Cloud); Leong Hou U (University of Macau); Reynold Cheng ("The University of Hong Kong, China")
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SoulMate: Short-text author linking through Multi-aspect temporal-textual embedding (Extended Abstract)
Saeid Najafipour (Iran University of Science and Technology); Saeid Hosseini (University of Queensland); Wen Hua (The Hong Kong Polytechnic University); Mohammad Reza Kangavari (Iran University of Science and Technology); Xiaofang Zhou (The Hong Kong University of Science and Technology)
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DKWS: A Distributed System for Keyword Search on Massive Graphs (Extended Abstract)
Jiaxin Jiang (National University of Singapore); Byron Choi (Hong Kong Baptist University); Xin Huang (Hong Kong Baptist University); Jianliang Xu (Hong Kong Baptist University); Sourav S Bhowmick (Nanyang Technological University)
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Multi-grained Semantics-aware Graph Neural Networks
Zhiqiang ZHONG (Aarhus University); Cheng-Te Li (National Cheng Kung University); Jun Pang (University of Luxembourg)
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Distilled Neural Networks for Efficient Learning to Rank
Franco Maria Nardini (ISTI-CNR, Italy); Cosimo Rulli (ISTI-CNR); Salvatore Trani (ISTI, CNR, Italy); Rossano Venturini (University of Pisa)
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Higher-Order Truss Decomposition in Graphs (Extended abstract)
Zi Chen (Nanjing University of Aeronautics and Astronautics); Long Yuan (Nanjing University of Science and Technology); Li Han (East China Normal University); Zhengping Qian (Alibaba Group)
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Finding the Maximum k-Balanced Biclique on Weighted Bipartite Graphs (Extended abstract)
Yiwei Zhao (Nanjing University of Aeronautics and Astronautics); Zi Chen (Nanjing University of Aeronautics and Astronautics); Chen Chen (University of Wollongong); Xiaoyang Wang (University of New South Wales); Xuemin Lin (Shanghai Jiaotong University); Wenjie Zhang (University of New South Wales)
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Enabling Efficient, Verifiable, and Secure Conjunctive Keyword Search in Hybrid-Storage Blockchains
Ningning Cui (Chang'an University); dong wang (Chang'an University); Jianxin Li (Deakin University); Huaijie Zhu (Sun Yat-Sen University); Xiaochun Yang (Northeastern University); Jianliang Xu (Hong Kong Baptist University); Jie Cui (Anhui University); Hong Zhong (Anhui University)
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Hybrid Regret Minimization: A Submodular Approach (Extended Abstract)
Jiping Zheng (Nanjing University of Aeronautics and Astronautics); Fanxu Meng (Nanjing University of Aeronautics and Astronautics); Yanhao Wang (East China Normal University); Xiaoyang Wang (University of New South Wales); Sheng Wang (Wuhan University); Yuan Ma (Nanjing University of Aeronautics and Astronautics); Zhiyang Hao (Nanjing University of Aeronautics and Astronautics)
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A Neural Database for Answering Aggregate Queries on Incomplete Relational Data (Extended Abstract)
Sepanta Zeighami (University of Southern California); Raghav Seshadri (University of Southern California); Cyrus Shahabi (Computer Science Department. University of Southern California)
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Mutual Information-Guided GA for Bayesian Network Structure Learning (Extended Abstract)
Kefei Yan (Jiangnan University); Wei Fang (Jiangnan University); Heng-yang Lu (Jiangnan University); Xin Zhang (Jiangnan University); Jun Sun (Jiangnan University); Xiao-Jun Wu (Jiangnan University)
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Efficient Discovery of Functional Dependencies on Massive Data (Extended abstract)
Xiaolong Wan (Harbin Institute of Technology); Xixian Han (Harbin Institute of Technology); Jinbao Wang (Harbin Institute of Technology); Jianzhong Li (Harbin Institute of Technology)
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GNN Cleaner: Label Cleaner for Graph Structured Data
Jun Xia (Westlake University); Haitao Lin (westlake university); Yongjie Xu (Westlake University); Cheng Tan (Zhejiang University & Westlake University); Lirong Wu (Westlake University); Siyuan Li (Westlake University); Stan Z. Li (Westlake University)
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Neural Similarity Search on Supergraph Containment (Extended abstract)
Hanchen Wang (University of Technology Sydney); Jianke Yu (University of Technology Sydney); Xiaoyang Wang (University of New South Wales); Chen Chen (University of Wollongong); Wenjie Zhang (University of New South Wales); Xuemin Lin (Shanghai Jiaotong University)
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Contact Tracing over Uncertain Indoor Positioning Data (Extended Abstract)
Tiantian Liu (Aalborg University); Huan Li (Zhejiang University); Hua Lu (Roskilde University); Muhammad Aamir Cheema (Monash University); Harry Kai-Ho Chan (The University of Sheffield)*
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Efficient Semi-External SCC Computation (Extended abstract)
Xiaolong Wan (Harbin Institute of Technology); Hongzhi Wang (Harbin Institute of Technology)
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Value-wise ConvNet for Transformer models: An Infinite Time-aware Recommender System (Extended Abstract)
mohsen saaki (IUST); Saeid Hosseini (Sohar University); sana rahmani (Queen's University); mohammadreza kangavari (IUST); Xiaofang Zhou (The Hong Kong University of Science and Technology)
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Contrastive Graph Representations for Logical Formulas Embedding (Extended Abstract)
Qika Lin (National University of Singapore); Jun Liu (Xi'an Jiaotong Univerisity); Lingling Zhang (Xi'an Jiaotong University); Yudai Pan (Xi'an Jiaotong Univerisity); Xin Hu (Xi’an Jiaotong University); Fangzhi Xu (Xi’an Jiaotong University); Hongwei Zeng (Xi’an Jiaotong University)
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CUBE: Causal Intervention-based Counterfactual Explanation for Prediction Models (Extended abstract)
Xinyue Shao (Harbin Institute of Technology); Hongzhi Wang (Harbin Institute of Technology); Xiang Chen (Harbin Institute of Technology); Xiao Zhu (Harbin Institute of Technology); Yan Zhang (Harbin Institute of Technology)
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Data Level Privacy Preserving: A Stochastic Perturbation Approach based on Differential Privacy (Extended abstract)
Chuan Ma (Chongqing Univerisity); Long Yuan (Nanjing University of Science and Technology); Li Han (East China Normal University); Ming Ding (Data61, CSIRO); Raghav Bhaskar (Data61,CSIRO); Jun Li (Nanjing university of science and technology)
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A Robust Database Watermarking Scheme that Preserves Statistical Characteristics (Extended Abstract)
Zhiwen Ren (University of Science and Technology of China); Han Fang (National University of Singapore); Jie Zhang (Nanyang Technological University); Zehua Ma (University of Science and Technology of China); Ronghao LIn (University of Science and Technology of China); Weiming Zhang (University of Science and Technology of China); Nenghai Yu (University of Science and Technology of China)
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Incremental Graph Computation: Anchored Vertex Tracking in Dynamic Social Networks (Extended abstract)
Taotao Cai (University of Southern Queensland); Shuiqiao Yang (UNSw); Jianxin Li (Deakin University); Quan Z. Sheng (Macquarie University); Jian Yang (Macquarie University); Xin Wang (Tianjin University); Wei Emma Zhang (The University of Adelaide); LONGXIANG GAO (Deakin University)
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Pushing ML Predictions into DBMSs (Extended Abstract)
Matteo Paganelli (Hasso Plattner Institute); Paolo Sottovia (Huawei); Kwanghyun Park (Yonsei University); Matteo Interlandi (Microsoft); Francesco Guerra (University of Modena e Reggio Emilia)
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Searching Personalized k-wing in Bipartite Graphs (Extented Abstract)
Aman Abidi (NANYANG TECHNOLOGICAL UNIVERSITY); Lu Chen (Swinburne University of Technology); Rui Zhou (Swinburne University of Technology); Chengfei Liu (Swinburne University of Technology)
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Complex Event Summarization Using Multi-Social Attribute Correlation (Extended Abstract)
xi chen (Soochow university); Xiangmin Zhou (RMIT University); Jeffrey Chan (RMIT University); Lei Chen (Hong Kong University of Science and Technology); Timos Sellis (Athena Research Center); Yanchun Zhang (Victoria University)
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Efficient Community Search in Edge-Attributed Graphs (Extended Abstract)
Ling Li (Northeastern University); Yuhai Zhao (Northeastern University); Siqiang Luo (Nanyang Technological University); Guoren Wang (Beijing Institute of Technology); Zhengkui Wang (Singapore Institute of Technology)
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GPU-Based Efficient Parallel Heuristic Algorithm for High-Utility Itemset Mining in Large Transaction Datasets (Extended Abstract)
Wei Fang (Jiangnan University); Haipeng Jiang (Jiangnan University); Heng-yang Lu (Jiangnan University); Jun Sun (Jiangnan University); Xiao-Jun Wu (Jiangnan University); Jerry Chun-Wei Lin (Silesian University of Technology)
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An Investigation of SMOTE Based Methods for Imbalanced Datasets With Data Complexity Analysis (Extended Abstract)
Nur Athirah Azhar (Malaysian Investment Development Authority); Muhammad Syafiq Mohd Pozi (School of Computing, Universiti Utara Malaysia (UUM) Sintok, 06010 Changlun, Kedah Darul Aman, Malaysia.); Aniza Mohamed Din (Universiti Utara Malaysia); Adam Jatowt (University of Innsbruck)
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An Experimental Survey of Missing Data Imputation Algorithms (Extended Abstract)
Xiaoye Miao (Zhejiang University); Yangyang Wu (Zhejiang University); Lu Chen (Zhejiang University); Yunjun Gao (Zhejiang University); Jianwei Yin (Zhejiang University)
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Differentiable and Scalable Generative Adversarial Models for Data Imputation (Extended Abstract)
Yangyang Wu (Zhejiang University); Jun Wang (Hong Kong University of Science and Technology); Xiaoye Miao (Zhejiang University); Wenjia Wang (Hong Kong University of Science and Technology); Jianwei Yin (Zhejiang University)
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Matching Knowledge Graphs in Entity Embedding Spaces: An Experimental Study [Extended abstract]
Weixin Zeng (National University of Defense Technology); Xiang Zhao (National University of Defense Technology); Zhen Tan (NUDT); Jiuyang Tang (National University of Defense Technology); Xueqi Cheng (Institute of Computing Technology, Chinese Academy of Sciences)
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Topic Modeling on Document Networks with Dirichlet Optimal Transport Barycenter (Extended Abstract)
Delvin Ce Zhang (Singapore Management University); Hady Lauw (Singapore Management University)
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Trajectory-aware Task Coalition Assignment in Spatial Crowdsourcing (Extended Abstract)
Yuan Xie (Hunan University); Fan Wu (Hunan university); Xu Zhou (Hunan university); Wensheng Luo (School of Data Science, The Chinese University of Hong Kong, Shenzhen); Yifang Yin (Institute for Infocomm Research, A*STAR); Roger Zimmermann (NUS); Keqin Li (State University of New York); Kenli Li (Hunan University)
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Recommending Learning Objects through Attentive Heterogeneous Graph Convolution and Operation-Aware Neural Network (Extended Abstract)
Yifan Zhu (Beijing University of Posts and Telecommunications); Qika Lin (National University of Singapore); Hao Lu ( Institute of Automation Chinese Academy of Sciences); Kaize Shi (Beijing Institute of Technology); Donglei Liu (Beijing Institute of Technology); James S Chambua (University of Dar_es_Salaam ); Shanshan Wan (Beijing University of Civil Engineering and Architecture); Zhendong Niu (Beijing Institute of Technology)
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