| 2024 | ReClean: Reinforcement Learning for Automated Data Cleaning in ML Pipelines. | Mohamed Abdelaal, Anil Bora Yayak, Kai Klede, Harald Schning |
| 2024 | Task-Oriented GNNs Training on Large Knowledge Graphs for Accurate and Efficient Modeling. | Hussein Abdallah, Waleed Afandi, Panos Kalnis, Essam Mansour |
| 2024 | MACRO: Incentivizing Multi-Leader Game-Based Pareto-Efficient Crowdsourcing for Video Analytics. | Yu Chen, Sheng Zhang, Ziying Zhou, Xiaokun Wang, Yu Liang, Ning Chen, Yuting Yan, Mingjun Xiao, Jie Wu, Zhuzhong Qian, Harry Xu |
| 2024 | GShop: Towards Flexible Pricing for Graph Statistics. | Chen Chen, Ye Yuan, Zhenyu Wen, Yu-Ping Wang, Guoren Wang |
| 2024 | Fine-Grained Anomaly Detection on Dynamic Graphs via Attention Alignment. | Dong Chen, Xiang Zhao, Weidong Xiao |
| 2024 | Unraveling Privacy Risks of Individual Fairness in Graph Neural Networks. | He Zhang, Xingliang Yuan, Shirui Pan |
| 2024 | Observations and Opportunities in Solving Large-Scale Graph Data Processing Challenges at ByteDance by Using Heterogeneous Hardware. | Cheng Chen, Shuai Zhang |
| 2024 | Self-Training GNN-based Community Search in Large Attributed Heterogeneous Information Networks. | Yuan Li, Xiuxu Chen, Yuhai Zhao, Wen Shan, Zhengkui Wang, Guoli Yang, Guoren Wang |
| 2024 | Efficient Approximate Maximum Inner Product Search Over Sparse Vectors. | Xi Zhao, Zhonghan Chen, Kai Huang, Ruiyuan Zhang, Bolong Zheng, Xiaofang Zhou |
| 2024 | Ontology-Mediated Query Answering Using Graph Patterns with Conditions. | Ping Lu, Ting Deng, Haoyuan Zhang, Yufeng Jin, Feiyi Liu, Tiancheng Mao, Lexiao Liu |
| 2024 | A Compact and Accurate Sketch for Estimating a Large Range of Set Difference Cardinalities. | Peng Jia, Pinghui Wang, Rundong Li, Junzhou Zhao, Junlan Feng, Xidian Wang, Xiaohong Guan |
| 2024 | LightLT: A Lightweight Representation Quantization Framework for Long-Tail Data. | Haoyu Wang, Ruirui Li, Zhengyang Wang, Xianfeng Tang, Danqing Zhang, Monica Xiao Cheng, Bing Yin, Jasha Droppo, Suhang Wang, Jing Gao |
| 2024 | FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation. | Ming Hu, Peiheng Zhou, Zhihao Yue, Zhiwei Ling, Yihao Huang, Anran Li, Yang Liu, Xiang Lian, Mingsong Chen |
| 2024 | LeaderKV: Improving Read Performance of KV Stores via Learned Index and Decoupled KV Table. | Yi Wang, Jianan Yuan, Shangyu Wu, Huan Liu, Jiaxian Chen, Chenlin Ma, Jianbin Qin |
| 2024 | Non-Invasive Fairness in Learning Through the Lens of Data Drift. | Ke Yang, Alexandra Meliou |
| 2024 | Data Lakes: A Survey of Functions and Systems (Extended abstract). | Rihan Hai, Christos Koutras, Christoph Quix, Matthias Jarke |
| 2024 | Multiple Continuous Top-K Queries Over Data Stream. | Rui Zhu, Yujin Jia, Xiaochun Yang, Baihua Zheng, Bin Wang, Chuanyu Zong |
| 2024 | Boosting Write Performance of KV Stores: An NVM - Enabled Storage Collaboration Approach. | Yi Wang, Jiajian He, Kaoyi Sun, Yunhao Dong, Jiaxian Chen, Chenlin Ma, Amelie Chi Zhou, Rui Mao |
| 2024 | Quantum Data Management: From Theory to Opportunities. | Rihan Hai, Shih-Han Hung, Sebastian Feld |
| 2024 | Contact Tracing over Uncertain Indoor Positioning Data (Extended Abstract). | Tiantian Liu, Huan Li, Hua Lu, Muhammad Aamir Cheema, Harry Kai-Ho Chan |
| 2024 | FieldSwap: Data Augmentation for Effective Form-Like Document Extraction. | Jing Xie, James B. Wendt, Yichao Zhou, Seth Ebner, Sandeep Tata |
| 2024 | SES: Bridging the Gap Between Explainability and Prediction of Graph Neural Networks. | Zhenhua Huang, Kunhao Li, Shaojie Wang, Zhaohong Jia, Wentao Zhu, Sharad Mehrotra |
| 2024 | W-GBC: An Adaptive Weighted Clustering Method Based on Granular-Ball Structure. | Jiang Xie, Chunfeng Hua, Shuyin Xia, Yuxin Cheng, Guoyin Wang, Xinbo Gao |
| 2024 | Riveter: Adaptive Query Suspension and Resumption Framework for Cloud Native Databases. | Rui Liu, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan |
| 2024 | FedMix: Boosting with Data Mixture for Vertical Federated Learning. | Yihang Cheng, Lan Zhang, Junyang Wang, Xiaokai Chu, Dongbo Huang, Lan Xu |