Melbourne, AU

Accepted Papers

Research Papers

(*Primary Contact)


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)


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)


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)


SMST: A Saliency Map to Scanpath Transformer

Xi Cao (La Trobe University); Yongfeng Ge (Victoria University)*; Ying Lin (Sun Yat-sen University)


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)*


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)*


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)


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)


Prompt-based Effective Input Reformulation for Legal Case Retrieval

Yanran Tang (University of Queensland)*; Ruihong Qiu (University of Queensland); Xue Li (University of Queensland)


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)


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)


An Experimental Evaluation of Two Methods on Shortest Distance Queries over Small-world Graphs

Houyu Di (Griffith University); Junhu Wang (Griffith University)*


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)


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)


Enhancing Night-to-Day Image Translation with Semantic Prior and Reference Image Guidance

Junzhi Ning (University of Sydney); Mingming Gong (University of Melbourne)*


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)*


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)


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)


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)


Surveying the Landscape: Compound Methods for Aspect-Based Sentiment Analysis

Marwah Alharbi (Victoria University); Jiao Yin (Victoria University)*; Hua Wang (Victoria University)


On Directed Densest Subgraph Detection

Kai Yao (University of Sydney)*; Xin Yang (University of Sydney); Lijun Chang (University of Sydney)


Probabilistic Reverse Top-k Query on Probabilistic Data

Jinli Cao (La Trobe University)*; Trieu Le (La Trobe University)

Encore Papers


[ICDE] Submitted by Deming Chu

Hierarchical Core Decomposition in Parallel:From Construction to Subgraph Search

Deming Chu, Fan Zhang, Wenjie Zhang, Xuemin Lin, Ying Zhang


[PVLDB] Submitted by Lu Chen

Efficient Maximal Biclique Enumeration for Large Sparse Bipartite Graphs

Lu Chen, Chengfei Liu, Rui Zhou, Jiajie Xu, Jianxin Li


[ICDE] Submitted by Yuanzhe Zhang

TxAllo: Dynamic Transaction Allocation in Sharded Blockchain Systems

Yuanzhe Zhang, Shirui Pan, Jiangshan Yu


[CIKM] Submitted by Sheng Xiang

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


[ICDE] Submitted by Jiujing Zhang

Hop-Constrained s-t Simple Path Enumeration on Large Dynamic Graphs

Jiujing Zhang, Shiyu Yang, Dian Ouyang, Fan Zhang, Xuemin Li, Long Yuan


[ICML] Submitted by He Zhang

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


[ICDE] Submitted by Linhao Luo

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


[ESORICS] Submitted by Quang Cao

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


[VLDB 2022] Submitted by Zihan Luo

Diversified Top-k Route Planning in Road Network

Zihan Luo, Lei Li, Mengxuan Zhang, Wen Hua, Xiaofang Zhou


[ICDE 2023] Submitted by Jianzhong Qi

Efficiently Learning Spatial Indices

Guanli Liu, Jianzhong Qi, Christian S. Jensen, James Bailey, and Lars Kulik


[SIGIR2023] Submitted by Wei Yuan

Manipulating Federated Recommender Systems: Poisoning with Synthetic Users and Its Countermeasures

Wei Yuan, Quoc Viet Hung Nguyen, Tieke He, Liang Chen, Hongzhi Yin


[WWW2023] Submitted by Liang Qu

Semi-decentralized Federated Ego Graph Learning for Recommendation

Liang Qu, Ningzhi Tang, Ruiqi Zheng, Quoc Viet Hung Nguyen, Zi Huang, Yuhui Shi, Hongzhi Yin


[KDD23] Submitted by Xiaoxiao Ma

Towards Graph-level Anomaly Detection via Deep Evolutionary Mapping

Xiaoxiao Ma, Jia Wu, Jian Yang, Quan Z. Sheng


[AAAI 2023] Submitted by Jinchun Du

Ultrafast Euclidean Shortest Path Computation Using Hub Labeling

Jinchun Du, Bojie Shen, Muhammad Aamir Cheema


[IJCAI 2023] Submitted by Jinchun Du

Efficient Object Search in Game Maps

Jinchun Du, Bojie Shen, Shizhe Zhao, Muhammad Aamir Cheema, Adel Nadjaran Toosi


[ICAPS23] Submitted by Bojie Shen

Beyond Pairwise Reasoning in Multi-Agent Path Finding

Bojie Shen, Zhe Chen, Jiaoyang Li, Muhammad Aamir Cheema, Daniel D Harabor, Peter J Stucke


[KDD23] Submitted by Jianke Yu

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


[VLDB2022] Submitted by Xiangmin Zhou

Migrating Social Event Recommendation Over Microblogs

Xiangmin Zhou, Lei Chen


[ICICS 2023] Submitted by Kassem Bagher

TimeClave: Oblivious In-enclave Time series Processing System

Kassem Bagher, Shujie Cui, Xingliang Yuan, Carsten Rudolph, and Xun Yi


[FAccT 2022] Submitted by David Tedjopurnomo

Equitable Public Bus Network Optimization for Social Good: A Case Study of Singapore

David Tedjopurnomo, Zhifeng Bao, Farhana Choudhury, Hui Luo, A. K. Qin


[TKDE] Submitted by Pengfei Ding

Few-Shot Semantic Relation Prediction Across Heterogeneous Graphs

Pengfei Ding; Yan Wang; Guanfeng Liu; Xiaofang Zhou


[CIKM] Submitted by Pengfei Ding

Cross-heterogeneity Graph Few-shot Learning

Pengfei Ding; Yan Wang; Guanfeng Liu


[KDD22] Submitted by Tingting Wang

Representative Routes Discovery From Massive Trajectories

Tingting Wang, Shixun Huang, Zhifeng Bao, J. Shane Culpepper, Reza Arablouei


[WWW 2023] Submitted by Mohammad Abuhassan

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)


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)


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)


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)


Relational Expressions for Data Transformation and Computation

David R Pratten (University of Technology Sydney)*; Luke Mathieson (University of Technology Sydney)