Siyan Liu
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
12
Venues
8
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
12 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | IJCAI | A Smart Multimodal Healthcare Copilot with Powerful LLM Reasoning. | Xuejiao Zhao, Siyan Liu, Su-Yin Yang, Chunyan Miao |
| 2025 | WWW | MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot. | Xuejiao Zhao, Siyan Liu, Su-Yin Yang, Chunyan Miao |
| 2024 | CogSci | CogSimulator: A Model for Simulating User Cognition & Behavior with Minimal Data for Tailored Cognitive Enhancement. | Weizhen Bian, Yubo Zhou, Yuanhang Luo, Ming Mo, Siyan Liu, Yikai Gong, Ziyuan Luo, Aobo Wang, Renjie Wan |
| 2024 | KSEM | IntellectSeeker: A Personalized Literature Management System with the Probabilistic Model and Large Language Model. | Weizhen Bian, Siyan Liu, Yubo Zhou, Dezhi Chen, Yijie Liao, Zhenzhen Fan, Aobo Wang |
| 2024 | SC | ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability. | Xiao Wang, Siyan Liu, Aristeidis Tsaris, Jong-Youl Choi, Ashwin M. Aji, Ming Fan, Wei Zhang, Junqi Yin, Moetasim Ashfaq, Dan Lu, Prasanna Balaprakash |
| 2024 | SC | A Scalable Real-Time Data Assimilation Framework for Predicting Turbulent Atmosphere Dynamics. | Junqi Yin, Siming Liang, Siyan Liu, Feng Bao, Hristo G. Chipilski, Dan Lu, Guannan Zhang |
| 2023 | SC | Entropy-driven Optimal Sub-sampling of Fluid Dynamics for Developing Machine-learned Surrogates. | Wesley Brewer, Daniel Martnez, Muralikrishnan Gopalakrishnan Meena, Aditya Kashi, Katarzyna Borowiec, Siyan Liu, Christopher Pilmaier, Greg W. Burgreen, Shanti Bhushan |
| 2022 | ICDM | Identifying Hydrometeorological Factors Influencing Reservoir Releases Using Machine Learning Methods. | Ming Fan, Lujun Zhang, Siyan Liu, Tiantian Yang, Dan Lu |
| 2022 | ICDM | Improving net ecosystem CO2 flux prediction using memory-based interpretable machine learning. | Siyan Liu, Dan Lu, Daniel M. Ricciuto, Anthony P. Walker |
| 2022 | ICLR | PI3NN: Out-of-distribution-aware Prediction Intervals from Three Neural Networks. | Siyan Liu, Pei Zhang, Dan Lu, Guannan Zhang |
| 2021 | ACL | KuiLeiXi: a Chinese Open-Ended Text Adventure Game. | Yadong Xi, Xiaoxi Mao, Le Li, Lei Lin, Yanjiang Chen, Shuhan Yang, Xuhan Chen, Kailun Tao, Zhi Li, Gongzheng Li, Lin Jiang, Siyan Liu, Zeng Zhao, Minlie Huang, Changjie Fan, Zhipeng Hu |
| 2019 | ICDM | An Efficient Bayesian Method for Advancing the Application of Deep Learning in Earth Science. | Dan Lu, Siyan Liu, Daniel M. Ricciuto |