Research Papers
(*Primary Contact)
10
kNN Join for Dynamic High-dimensional Data: A Parallel Approach
Nimish Ukey (University of New South Wales); Zhengyi Yang (University of New South Wales)*; Wenke Yang (University of New South Wales); Binghao Li (University of New South Wales); Runze Li (University of New South Wales)
15
Learning Implicit Sentiment for Explainable Review-Based Recommendation
Ningning Sun (Northeastern University); Yue Kou (Northeastern University)*; Xiangmin Zhou (RMIT University); Derong Shen (Northeastern University); Dong Li (Liaoning University); Tiezheng Nie (Northeastern University)
16
Towards Reliable and Efficient Vegetation Segmentation for Australian Wheat Data Analysis
Bowen Yuan (University of Queensland)*; Zijian Wang (University of Queensland); Xin Yu (University of Queensland)
17
SMST: A Saliency Map to Scanpath Transformer
Xi Cao (La Trobe University); Yongfeng Ge (Victoria University)*; Ying Lin (Sun Yat-sen University)
18
Health Status Assessment for HDDs based on Bi-LSTM and N-dimensional Similarity Metric
Su Bo (University of Electronic Science and Technology of China); Xin Man (University of Electronic Science and Technology of China); Hui Xu (University of Electronic Science and Technology of China); Xiangmin Zhou (RMIT University); Jie Shao (University of Electronic Science and Technology of China)*
19
Multi-level Storage Optimization for Intermediate Data in AI Model Training
Junfeng Fu (University of Electronic Science and Technology of China); Yang Yang (University of Electronic Science and Technology of China); Gang Hu (Huawei); Luo Xianqiang (Huawei); Jie Shao (University of Electronic Science and Technology of China)*
21
Discovering Graph Differential Dependencies
Zhang Yidi (Huazhong Agricultural University); Selasi Kwashie (Charles Sturt University)*; Michael Bewong (Charles Sturt University); Junwei Hu (Huazhong Agricultural University); Arash Mohboubi (Charles Sturt University); Zaiwen Feng (Huazhong Agricultural University); Xi Guo (Huazhong Agricultural University)
23
Balanced and Explainable Social Media Analysis for Public Health with Large Language Models
Yan Jiang (University of Queensland)*; Ruihong Qiu (University of Queensland); Yi Zhang (University of Queensland); Peng-Fei Zhang (University of Queensland)
24
Prompt-based Effective Input Reformulation for Legal Case Retrieval
Yanran Tang (University of Queensland)*; Ruihong Qiu (University of Queensland); Xue Li (University of Queensland)
26
Why Query Plans are Different: An Automatic Detection and Inference System
Hai Lan (RMIT University)*; Yuanjia Zhang (PingCAP); Yu Dong (PingCAP); Dongxu Huang (PingCAP); Liu Tang (PingCAP); Jian Zhang (PingCAP)
27
Balanced Hop-constrained Path Enumeration in Signed Directed Graphs
Zhiyang Tang (Zhejiang Gongshang University); Jinghao Wang (Zhejiang Gongshang University); Yanping Wu (University of Technology Sydney)*; Xiaoyang Wang (University of New South Wales); Lu Qin (University of Technology Sydney); Ying Zhang (University of Technology Sydney)
28
An Experimental Evaluation of Two Methods on Shortest Distance Queries over Small-world Graphs
Houyu Di (Griffith University); Junhu Wang (Griffith University)*
29
Discovering Densest Subgraph over Heterogeneous Information Networks
Haozhe Yin (University of New South Wales)*; Kai Wang (Shanghai Jiao Tong University); Wenjie Zhang (University of New South Wales); Dong Wen (University of New South Wales); Xiaoyang Wang (University of New South Wales); Ying Zhang (University of Technology Sydney)
30
Maximum Fairness-aware (k,r)-Core Identification in Large Graphs
Xingyu Tan (University of New South Wales)*; Chengyuan Guo (University of New South Wales); Xiaoyang Wang (University of New South Wales); Wenjie Zhang (University of New South Wales); Chen Chen (University of Wollongong)
32
Enhancing Night-to-Day Image Translation with Semantic Prior and Reference Image Guidance
Junzhi Ning (University of Sydney); Mingming Gong (University of Melbourne)*
33
Influence Maximization Revisited
Yihan Geng (Chinese University of Hong Kong); Kunyu Wang (Chinese University of Hong Kong); Ziqi Liu (Chinese University of Hong Kong); Michael R Yu (Chinese University of Hong Kong); Jeffrey Xu Yu (Chinese University of Hong Kong)*
37
Batch Level Distributed Training of LSTM for Electricity Price Forecasting
Linzhe Cai (RMIT University)*; Chen Liu (RMIT University); Xinghuo Yu (RMIT University); Chaojie Li (University of New South Wales); Andrew C Eberhard (RMIT University)
38
Take a Close Look at the Optimization of Deep Kernels for Non-parametric Two-sample Tests
Xunye Tian (University of Melbourne)*; Feng Liu (UTS/RIKEN)
39
IFGNN: An Individual Fairness Awareness Model for Missing Sensitive Information Graphs
Kejia Xu (University of New South Wales)*; Zeming Fei (University of Technology Sydney); Jianke Yu (University of Technology Sydney); Yu Kong (University of New South Wales); Xiaoyang Wang (University of New South Wales); Wenjie Zhang (University of New South Wales)
41
Surveying the Landscape: Compound Methods for Aspect-Based Sentiment Analysis
Marwah Alharbi (Victoria University); Jiao Yin (Victoria University)*; Hua Wang (Victoria University)
44
On Directed Densest Subgraph Detection
Kai Yao (University of Sydney)*; Xin Yang (University of Sydney); Lijun Chang (University of Sydney)
46
Probabilistic Reverse Top-k Query on Probabilistic Data
Jinli Cao (La Trobe University)*; Trieu Le (La Trobe University)
Encore Papers
1
Hierarchical Core Decomposition in Parallel:From Construction to Subgraph Search
Deming Chu, Fan Zhang, Wenjie Zhang, Xuemin Lin, Ying Zhang
2
Efficient Maximal Biclique Enumeration for Large Sparse Bipartite Graphs
Lu Chen, Chengfei Liu, Rui Zhou, Jiajie Xu, Jianxin Li
3
TxAllo: Dynamic Transaction Allocation in Sharded Blockchain Systems
Yuanzhe Zhang, Shirui Pan, Jiangshan Yu
4
Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction Financial Time Series Prediction
Sheng Xiang, Dawei Cheng, Chencheng Shang, Ying Zhang, Yuqi Liang
5
Hop-Constrained s-t Simple Path Enumeration on Large Dynamic Graphs
Jiujing Zhang, Shiyu Yang, Dian Ouyang, Fan Zhang, Xuemin Li, Long Yuan
6
Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks
He Zhang, Bang Wu, Shuo Wang, Xiangwen Yang, Minhui Xue, Shirui Pan, Xingliang Yuan
7
MAMDR: A Model Agnostic Learning Framework for Multi-Domain Recommendation
Linhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Zhao Li, Shirui Pan
8
Committed Private Information Retrieval
Quang Cao, Hong Yen Tran, Son Hoang Dau, Xun Yi, Emanuele Viterbo, Chen Feng, Yu-Chih Huang, Jingge Zhu, Stanislav Kruglik, and Han Mao Kiah
9
Diversified Top-k Route Planning in Road Network
Zihan Luo, Lei Li, Mengxuan Zhang, Wen Hua, Xiaofang Zhou
10
Efficiently Learning Spatial Indices
Guanli Liu, Jianzhong Qi, Christian S. Jensen, James Bailey, and Lars Kulik
11
Manipulating Federated Recommender Systems: Poisoning with Synthetic Users and Its Countermeasures
Wei Yuan, Quoc Viet Hung Nguyen, Tieke He, Liang Chen, Hongzhi Yin
12
Semi-decentralized Federated Ego Graph Learning for Recommendation
Liang Qu, Ningzhi Tang, Ruiqi Zheng, Quoc Viet Hung Nguyen, Zi Huang, Yuhui Shi, Hongzhi Yin
13
Towards Graph-level Anomaly Detection via Deep Evolutionary Mapping
Xiaoxiao Ma, Jia Wu, Jian Yang, Quan Z. Sheng
14
Ultrafast Euclidean Shortest Path Computation Using Hub Labeling
Jinchun Du, Bojie Shen, Muhammad Aamir Cheema
15
Efficient Object Search in Game Maps
Jinchun Du, Bojie Shen, Shizhe Zhao, Muhammad Aamir Cheema, Adel Nadjaran Toosi
16
Beyond Pairwise Reasoning in Multi-Agent Path Finding
Bojie Shen, Zhe Chen, Jiaoyang Li, Muhammad Aamir Cheema, Daniel D Harabor, Peter J Stucke
17
Group-based Fraud Detection Network on e-Commerce Platforms
Jianke Yu, Hanchen Wang, Xiaoyang Wang, Zhao Li, Lu Qin, Wenjie Zhang, Jian Liao, Ying Zhang
18
Migrating Social Event Recommendation Over Microblogs
Xiangmin Zhou, Lei Chen
19
TimeClave: Oblivious In-enclave Time series Processing System
Kassem Bagher, Shujie Cui, Xingliang Yuan, Carsten Rudolph, and Xun Yi
20
Equitable Public Bus Network Optimization for Social Good: A Case Study of Singapore
David Tedjopurnomo, Zhifeng Bao, Farhana Choudhury, Hui Luo, A. K. Qin
21
Few-Shot Semantic Relation Prediction Across Heterogeneous Graphs
Pengfei Ding; Yan Wang; Guanfeng Liu; Xiaofang Zhou
22
Cross-heterogeneity Graph Few-shot Learning
Pengfei Ding; Yan Wang; Guanfeng Liu
23
Representative Routes Discovery From Massive Trajectories
Tingting Wang, Shixun Huang, Zhifeng Bao, J. Shane Culpepper, Reza Arablouei
24
EDNet: Attention-Based Multimodal Representation for Classification of Twitter Users Related to Eating Disorders
Mohammad Abuhassan, Tarique Anwar, Chengfei Liu, Hannah K Jarman, Matthew Fuller-Tyszkiewicz
Shepherding Papers
(*Primary Contact)
2
An Empirical Analysis of Just-in-Time Compilation in Modern Databases
Miao Ma (University of New South Wales); Zhengyi Yang (University of New South Wales)*; Kongzhang Hao (University of New South Wales); Liuyi Chen (University of New South Wales); Chunling Wang (Data Principles (Beijing) Technology Company Ltd); Yi Jin (Data Principles (Beijing) Technology Company Ltd)
9
Optimizing Taxi Route Planning Based on Taxi Trajectory Data Analysis
Xinyi Yang (University of Queensland)*; Zhi Chen (University of Queensland); Yadan Luo (University of Queensland)
11
Efficient Maximum Relative Fair Clique Computation in Attributed Graphs
Yufeng Zhang (Zhejiang Gongshang University); Shiyuan Liu (Zhejiang Gongshang University); Yanping Wu (University of Technology Sydney)*; Lu Qin (University of Technology Sydney); Ying Zhang (University of Technology Sydney)
13
Relational Expressions for Data Transformation and Computation
David R Pratten (University of Technology Sydney)*; Luke Mathieson (University of Technology Sydney)