| 2024 | Open-World Semi-Supervised Learning for Node Classification. | Yanling Wang, Jing Zhang, Lingxi Zhang, Lixin Liu, Yuxiao Dong, Cuiping Li, Hong Chen, Hongzhi Yin |
| 2024 | Towards Semantic Consistency: Dirichlet Energy Driven Robust Multi-Modal Entity Alignment. | Yuanyi Wang, Haifeng Sun, Jiabo Wang, Jingyu Wang, Wei Tang, Qi Qi, Shaoling Sun, Jianxin Liao |
| 2024 | AutoMC: Automated Model Compression Based on Domain Knowledge and Progressive Search. | Chunnan Wang, Hongzhi Wang, Xiangyu Shi |
| 2024 | Efficient Semi-External SCC Computation (Extended Abstract). | Xiaolong Wan, Hongzhi Wang |
| 2024 | Incremental Fusion: Unifying Compiled and Vectorized Query Execution. | Benjamin Wagner, Andr Kohn, Peter Boncz, Viktor Leis |
| 2024 | Mccatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets. | Braulio Valentin Sanchez Vinces, Robson L. F. Cordeiro, Christos Faloutsos |
| 2024 | A pipeline for effective monitoring and improvement of energy metrics in public buildings. | Alex Vakaloudis, Ronan Roche, Derry Crowley, Tadhg O'Meara |
| 2024 | Building trustworthy smart cities: a systems engineering approach to data engineering at the Smart Metrology Campus. | Michael Benedict Ulbig, Daniel Hutzschenreuter, Barbara Jung |
| 2024 | Large Language Models: Principles and Practice. | Immanuel Trummer |
| 2024 | OPTWIN: Drift Identification with Optimal Sub-Windows. | Mauro Dalle Lucca Tosi, Martin Theobald |
| 2024 | TELL: Efficient Transaction Execution Protocol Towards Leaderless Consensus. | Xing Tong, Zheming Ye, Zhao Zhang, Cheqing Jin, Aoying Zhou |
| 2024 | Challenges in Modeling Drug Shortage Events in the Pharmaceutical Domain. | Laura-Maria Tolossi-Halacheva, Radoslav Andreev, Oleg Shcherbakov, Eran Nevo |
| 2024 | Generating Explanations to Understand and Repair Embedding-Based Entity Alignment. | Xiaobin Tian, Zequn Sun, Wei Hu |
| 2024 | An Empirical Evaluation of Variable-length Record B+Trees on a Modern Graph Database System. | Georgios Theodorakis, James Clarkson, Jim Webber |
| 2024 | Data Science Tasks Implemented with Scripts versus GUI-Based Workflows: The Good, the Bad, and the Ugly. | Alexander K. Taylor, Yicong Huang, Junheng Hao, Xinyuan Lin, Xiusi Chen, Wei Wang, Chen Li |
| 2024 | STEM: Streaming-Based FPGA Acceleration for Large-Scale Compactions in LSM KV. | Dongdong Tang, Weilan Wang, Yu Mao, Jinghuan Yu, Tei-Wei Kuo, Chun Jason Xue |
| 2024 | Multi- View Teacher with Curriculum Data Fusion for Robust Unsupervised Domain Adaptation. | Yuhao Tang, Junyu Luo, Ling Yang, Xiao Luo, Wentao Zhang, Bin Cui |
| 2024 | Separation Is for Better Reunion: Data Lake Storage at Huawei. | Xin Tang, Chengliang Chai, Dawei Zhao, Haohai Ma, Yong Zheng, Zhenyong Fan, Xin Wu, Jiaquan Zhang, Rui Zhang, Duanshun Li, Yi He, Keji Huang, Guangbin Meng, Yidong Wang, Yuefeng Zhou, Tao Tao, Lirong Jian, Jiwu Shu, Yuping Wang, Ye Yuan, Guoren Wang, Guoliang Li |
| 2024 | Logical Relation Modeling and Mining in Hyperbolic Space for Recommendation. | Yanchao Tan, Hang Lv, Zihao Zhou, Wenzhong Guo, Bo Xiong, Weiming Liu, Chaochao Chen, Shiping Wang, Carl Yang |
| 2024 | Contrastive Learning for Fraud Detection from Noisy Labels. | Vinay M. S., Shuhan Yuan, Xintao Wu |
| 2024 | Cross-Domain-Aware Worker Selection with Training for Crowdsourced Annotation. | Yushi Sun, Jiachuan Wang, Peng Cheng, Libin Zheng, Lei Chen, Jian Yin |
| 2024 | Unraveling the 'Anomaly' in Time Series Anomaly Detection: A Self-supervised Tri-domain Solution. | Yuting Sun, Guansong Pang, Guanhua Ye, Tong Chen, Xia Hu, Hongzhi Yin |
| 2024 | Breaking the Entanglement of Homophily and Heterophily in Semi-supervised Node Classification. | Henan Sun, Xunkai Li, Zhengyu Wu, Daohan Su, Rong-Hua Li, Guoren Wang |
| 2024 | Efficient Cross-layer Community Search in Large Multilayer Graphs. | Longxu Sun, Xin Huang, Zheng Wu, Jianliang Xu |
| 2024 | Adaptive Truss Maximization on Large Graphs: A Minimum Cut Approach. | Zitan Sun, Xin Huang, Chengzhi Piao, Cheng Long, Jianliang Xu |