IN-PERSON

Start End Location Event

RS5, 6: Towards Efficient Shortest Path Counting on Billion-Scale Graphs

10:30 12:20

Yiqi WANG (UNSW); Long Yuan (Nanjing University of Science and Technology)*; Zi Chen (East China Normal University); Wenjie Zhang (University of New South Wales); Xuemin Lin (University of New South Wales); Qing Liu (Data61, CSIRO)

RESEARCH SESSION 6: DATA MINING AND KNOWLEDGE DISCOVERY I

RS6, 1: ROI-demand Traffic Prediction: A Pre-train, Query and Finetune Framework

Yue Cui (The Hong Kong University of Science and Technology)*; Shuhao Li (Guangzhou University); Wenjin Deng (University of Electronic Science and Technology of China); Zhaokun Zhang (University of Electronic Science and Technology of China); Jing ZHAO (HKUST); Kai Zheng (University of Electronic Science and Technology of China); Xiaofang Zhou (The Hong Kong University of Science and Technology)

RS6, 2: Efficient Augmentation for Imbalanced Deep Learning

Damien Dablain (Notre Dame)*; Colin Bellinger (National Research Council of Canada); Bartosz Krawczyk (Virginia Commonwealth University); Nitesh Chawla (Notre Dame)

RS6, 3: SEIGN: A Simple and Efficient Graph Neural Network for Large Dynamic Graphs

10:30 12:20

Xiao Qin (AWS AI/ML)*; Nasrullah Sheikh (IBM); Chuan Lei (Amazon Web Services); Berthold Reinwald (IBM Research-Almaden); Giacomo Domeniconi (U.S. Bank)

RS6, 4: A Competition-Aware Approach to Accurate TV Show Recommendation

Hong-Kyun Bae (Hanyang University); Yeon-Chang Lee (Georgia Institute of Technology); Kyungsik Han (Hanyang University); Sang-Wook Kim (Hanyang University, Korea)*

RS6, 5: HyGNN: Drug-Drug Interaction Prediction via Hypergraph Neural Network

Khaled Mohammed Saifuddin (Georgia State University)*; Briana Bumgardner (Rice University); Farhan Tanvir (Oklahoma State University); Esra Akbas (Georgia State University)

RS6, 6: Active Sampling for Sparse Table by Bayesian Optimization with Adaptive Resolution

Xiao He (Alibaba Group)*; Jian Tan (Alibaba); Bin Wu (Alibaba Group); Feifei Li (Alibaba Group); Xinping Zhang (Alibaba Group); Gaozhong Liang (Alibaba Group); Jinfeng Xu (City University of Hong Kong)

DEMOS

10:30 12:20

Room G-K

DS 1: SVQ-ACT: Querying for Actions over Videos

Daren Chao (University of Toronto)*; Kaiwen Chen (university of Toronto); Nick Koudas (University of Toronto)