| 2025 | Efficient Skyline Frequent-Utility Itemset Mining Algorithm on Massive Data (Extended abstract). | Jingxuan He, Xixian Han, Xiaolong Wan, Jinbao Wang |
| 2025 | Fastft: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies. | Tianqi He, Xiaohan Huang, Yi Du, Qingqing Long, Ziyue Qiao, Min Wu, Yanjie Fu, Yuanchun Zhou, Meng Xiao |
| 2025 | TrajEdge: An Efficient and Lightweight Trajectory Data Analysis Framework in Edge Environments. | Changhao He, Ziquan Fang, Linsen Li, Yunjun Gao |
| 2025 | Understanding and Estimating Error Propagation in Neural Networks for Scientific Data Analysis. | Weiming He, Qi Chen, Qian Gong, Jing Li, Qing Liu, Norbert Podhorszki, Scott Klasky, Ki Sung Jung, Cristian Lacey, Jackie Chen, Hongjian Zhu |
| 2025 | AdaMove: Efficient Test-Time Adaptation for Human Mobility Prediction. | Huaxu Han, Shuliang Wang, Sijie Ruan, Qianyu Yang, Yuxuan Liang, Ziqiang Yuan, Cheng Long, Hanning Yuan, Yu Zheng |
| 2025 | Differentially Private Triangle Counting Assisted by $k$-Anonymity in Two-Party Models. | Tingxuan Han, Wei Tong, Sheng Zhong |
| 2025 | Learning from the Past: Adaptive Parallelism Tuning for Stream Processing Systems. | Yuxing Han, Lixiang Chen, Haoyu Wang, Zhanghao Chen, Yifan Zhang, Chengcheng Yang, Kongzhang Hao, Zhengyi Yang |
| 2025 | Fairness-Aware Active Online Learning with Changing Environments. | Sadaf Md. Halim, Chen Zhao, Xintao Wu, Latifur Khan, Christan Earl Grant, Feng Chen |
| 2025 | A Storage Model with Fine-Grained In-Storage Query Processing for Spatio-Temporal Data. | Yang Guo, Tianyu Wang, Zizhan Chen, Zili Shao |
| 2025 | Retrieval-Augmented Classification for Financial User Profiling: A Lightweight Approach. | Sile Guo, Hongfei Liu, Xin Wu, Yi Cai |
| 2025 | DBMS with CXL Memory: What's New and What's Next. | Yunyan Guo, Zhuopeng Li, Guoliang Li |
| 2025 | HourglassSketch: An Efficient and Scalable Framework for Graph Stream Summarization. | Jiarui Guo, Boxuan Chen, Kaicheng Yang, Tong Yang, Zirui Liu, Qiuheng Yin, Sha Wang, Yuhan Wu, Xiaolin Wang, Bin Cui, Tao Li, Xi Peng, Renhai Chen, Gong Zhang |
| 2025 | Learned Compression of Nonlinear Time Series with Random Access. | Andrea Guerra, Giorgio Vinciguerra, Antonio Boffa, Paolo Ferragina |
| 2025 | Developing a Smart Electric Vehicle Strategy: From Data to Decisions. | Laura Greenstreet, Eugenie Y. Lai, Kevin Lin, G. Alexi Rodriguez-Arelis, Raymond Ng |
| 2025 | Towards Regaining Control Over Messy Machine Learning Pipelines. | Stefan Grafberger, Hao Chen, Olga Ovcharenko, Sebastian Schelter |
| 2025 | RBRTI: Retrieval-Based Risk Type Identification from Financial News. | Songwen Gong, Hongfei Liu, Xin Wu, Yi Cai |
| 2025 | Machine Learning on the Fly: A Hands-On Tutorial for Streaming Data. | Heitor Murilo Gomes, Nuwan Gunasekara, Yibin Sun |
| 2025 | Explaining Expert Search and Team Formation Systems with ExES. | Kiarash Golzadeh, Lukasz Golab, Jarek Szlichta |
| 2025 | IEML-A New Frontier for Semantic Computing and Collective Intelligence in the Cooking Domain. | Mansi Goel, Frdric Andrs, Pierre Levy |
| 2025 | A Multilingual Ontology and Knowledge Graph for Recipes. | Mansi Goel, Frdric Andrs |
| 2025 | Chameleon: Adaptive and Scalable Stream Processing Over Sensor Sources. | Dimitrios Giouroukis, Varun Pandey, Steffen Zeuch, Volker Markl |
| 2025 | KnowTrans: Boosting Transferability of Data Preparation LLMs via Knowledge Augmentation. | Yuhang Ge, Fengyu Li, Yuren Mao, Yanbo Yang, Congcong Ge, Zhaoqiang Chen, Jiang Long, Yunjun Gao |
| 2025 | A Survey of Large Language Models in Mental Health Disorder Detection on Social Media. | Zhuohan Ge, Nicole Hu, Darian Li, Yubo Wang, Shihao Qi, Yuming Xu, Han Shi, Jason Zhang |
| 2025 | Kairos: Enabling Prompt Monitoring of Information Diffusion Over Temporal Networks (Extended Abstract). | Haifa Gaza, Jaewook Byun |
| 2025 | An Efficient Memoization Engine for Concurrent Graph Query Processing. | Sen Gao, Shengliang Lu, Shixuan Sun, Yuchen Li, Bingsheng He |