Best paper winners
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Full Paper
Best Paper:
Honglu Zhou, Advith Chegu, Samuel Sohn, Zuohui Fu, Gerard de Melo and Mubbasir Kapadia. Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning
Runner Up:
Jiaqian Ren, Lei Jiang, Hao Peng, Lingjuan Lyu, Zhiwei Liu, Chaochao Chen, Jia Wu, Xu Bai and Yu Philip. Cross-Network Social User Embedding with Hybrid Differential Privacy Guarantees
Honorable Mention:
Li Sun, Junda Ye, Hao Peng and Philip Yu. A Self-supervised Riemannian GNN with Time Varying Curvature for Temporal Graph Learning
Tianyu Xu, Wen Hua, Jianfeng Qu, Zhixu Li, Jiajie Xu, An Liu and Lei Zhao. Evidence-aware Document-level Relation Extraction
Ruitong Zhang, Hao Peng, Yingtong Dou, Jia Wu, Qingyun Sun, Jingyi Zhang and Philip S. Yu. Automating DBSCAN via Reinforcement Learning
Qingyun Sun, Jianxin Li, Haonan Yuan, Xingcheng Fu, Hao Peng, Cheng Ji, Qian Li and Philip S. Yu. Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-Squashing
Applied papers
Best Paper:
Xudong Gong, Qinlin Feng, Yuan Zhang, Jiangling Qin, Weijie Ding, Biao Li, Peng Jiang and Kun Gai. Real-time Short Video Recommendation on Mobile Devices
Runner Up:
Sen Li, Fuyu Lv, Taiwei Jin, Guiyang Li, Yukun Zheng, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng, James Kwok and Qianli Ma. Query Rewriting in TaoBao Search
Honorable Mention:
Meng Li, Lu Yu, Ya-Lin Zhang, Xiaoguang Huang, Qitao Shi, Qing Cui, Xinxing Yang, Longfei Li, Jun Zhou, Wei Zhu and Yanming Fang. An adaptive framework for confidence-constraint rule set learning algorithm in large dataset
Javier Albert and Dmitri Goldenberg. E-Commerce Promotions Personalization via Online Multiple-Choice Knapsack with Uplift Modeling
Spencer Bryson, Connor Henderson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta and Calisto Zuzarte. BLUTune: Query-informed Multi-stage IBM Db2 Tuning via ML
Short Papers Track
Best Paper:
Jinhao Ju, Deqing Yang and Jingping Liu. Commonsense Knowledge Base Completion with Relational Graph Attention Network and Pre-trained Language Model
Runner Up:
Aosong Feng and Leandros Tassiulas. Adaptive Graph Spatial-Temporal Transformer Network for Traffic Forecasting
Honorable Mention:
Qiutong Li, Yanshen He, Cong Xu, Feng Wu, Jianliang Gao and Zhao Li. Dual-Augment Graph Neural Network for Fraud Detection
Zidi Qin, Yang Liu, Qing He and Xiang Ao. Explainable Graph-based Fraud Detection via Neural Meta-graph Search
Ali Behrouz and Farnoosh Hashemi. CS-MLGCN : Multiplex Graph Convolutional Neural Network for Community Search in Multiplex Networks
Resource Paper Track
Best Paper:
Saber Zerhoudi, Sebastian Günther, Kim Plassmeier, Timo Borst, Christin Seifert, Matthias Hagen and Michael Granitzer. The SimIIR 2.0 Framework: User Types, Markov Model-Based Interaction Simulation, and Advanced Query Generation
Runner Up:
Wayne Xin Zhao, Yupeng Hou, Xingyu Pan, Chen Yang, Zeyu Zhang, Zihan Lin, Jingsen Zhang, Shuqing Bian, Jiakai Tang, Wenqi Sun, Yushuo Chen, Lanling Xu, Gaowei Zhang, Zhen Tian, Changxin Tian, Shanlei Mu, Xinyan Fan, Xu Chen and Ji-Rong Wen. RecBole 2.0: Towards a More Up-to-Date Recommendation Library
Honorable Mention:
Tanya Boone Sifuentes, Asef Nazari, Imran Razzak, Mohamed Reda Bouadjenek, Antonio Robles-Kelly, Daniel Ierodiaconou and Elizabeth Oh. Marine-tree: large-scale marine organisms dataset for hierarchical image classification
Jiahao Chen, Shuyan Huang, Zitao Liu and Weiqi Luo. DialogID: A Dialogic Instruction Dataset for Improving Teaching Effectiveness in Online Environments
Demo Track
Best Paper:
Guanchu Wang, Zaid Pervaiz Bhat, Zhimeng Jiang, Yi-Wei Chen, Daochen Zha, Alfredo Costilla Reyes, Afshin Niktash, Gorkem Ulkar, Erman Okman, Xuanting Cai and Xia Hu. BED: A Real-Time Object Detection System for Edge Devices
Runner Up:
Kaiping Zheng, Thao Nguyen, Changshuo Liu, Charlene Goh and Beng Chin Ooi. eDental: Managing Your Dental Care in Diet Diaries
Honorable Mention:
Leixian Shen, Enya Shen, Zhiwei Tai, Yun Wang, Yuyu Luo and Jianmin Wang. GALVIS: Visualization Construction through Example-Powered Declarative Programming
Sotirios Tzamaras, Radu Ciucanu, Marta Soare and Sihem Amer-Yahia. FeReD: Federated Reinforcement Learning in the DBMS
Oana Balalau, Simon Ebel, Théo Galizzi, Ioana Manolescu, Quentin Massonnat, Antoine Deiana, Emilie Gautreau, Antoine Krempf, Thomas Pointillon, Gérald Roux and Joanna Yakin. Statistical Claim Checking: StatCheck in Action
