| 2026 | EACL | How to Contextualize Empirical Data for Risk Analysis with LLMs: A Case Study of Power Outages. | Haiyun Huang, Yukun Li, Marco A. Pretell, Jacob Naroian, Ebadah Khan, Liping Liu |
| 2025 | ICLR | MADGEN: Mass-Spec attends to De Novo Molecular generation. | Yinkai Wang, Xiaohui Chen, Liping Liu, Soha Hassoun |
| 2025 | ICML | Graph Generative Pre-trained Transformer. | Xiaohui Chen, Yinkai Wang, Jiaxing He, Yuanqi Du, Soha Hassoun, Xiaolin Xu, Liping Liu |
| 2025 | MICCAI | UltraTwin: Towards Cardiac Anatomical Twin Generation from Multi-view 2D Ultrasound. | Junxuan Yu, Yaofei Duan, Yuhao Huang, Yu Wang, Rongbo Ling, Weihao Luo, Ang Zhang, Jingxian Xu, Qiongying Ni, Yongsong Zhou, Binghan Li, Haoran Dou, Liping Liu, Yanfen Chu, Feng Geng, Zhe Sheng, Zhifeng Ding, Dingxin Zhang, Rui Huang, Yuhang Zhang, Xiaowei Xu, Tao Tan, Dong Ni, Zhongshan Gou, Xin Yang |
| 2025 | NAACL | Instruct-of-Reflection: Enhancing Large Language Models Iterative Reflection Capabilities via Dynamic-Meta Instruction. | Liping Liu, Chunhong Zhang, Likang Wu, Chuang Zhao, Zheng Hu, Ming He, Jianping Fan |
| 2025 | NeSy | Act-to-Ground: A Framework for Symbol Grounding in Planning Domains. | Panagiotis Lymperopoulos, Liping Liu |
| 2024 | AISTATS | Graph Pruning for Enumeration of Minimal Unsatisfiable Subsets. | Panagiotis Lymperopoulos, Liping Liu |
| 2024 | PPoPP | Training one DeePMD Model in Minutes: a Step towards Online Learning. | Siyu Hu, Tong Zhao, Qiuchen Sha, Enji Li, Xiangyu Meng, Liping Liu, Lin-Wang Wang, Guangming Tan, Weile Jia |
| 2023 | FIE | Enhance Undergraduate Research by Incorporating an Entrepreneurial Mindset. | Maysam Nezafati, Irene Reizman, Mary Lauren Benton, John Peponis, Michelle Marincel Payne, Blake E. Johnson, Kenneth Van Treuren, Liping Liu |
| 2023 | ICML | Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling. | Xiaohui Chen, Jiaxing He, Xu Han, Liping Liu |
| 2022 | ICLR | Predicting Physics in Mesh-reduced Space with Temporal Attention. | Xu Han, Han Gao, Tobias Pfaff, Jian-Xun Wang, Liping Liu |
| 2021 | ICML | Stochastic Iterative Graph Matching. | Linfeng Liu, Michael C. Hughes, Soha Hassoun, Liping Liu |
| 2021 | KES | Module-based service provision under different power structures. | Liping Liu, Lindu Zhao |
| 2020 | AAAI | Kriging Convolutional Networks. | Gabriel Appleby, Linfeng Liu, Liping Liu |
| 2020 | ACML | Localizing and Amortizing: Efficient Inference for Gaussian Processes. | Linfeng Liu, Liping Liu |
| 2019 | AISTATS | Amortized Variational Inference with Graph Convolutional Networks for Gaussian Processes. | Linfeng Liu, Liping Liu |
| 2019 | ICLR | Delta: Deep Learning Transfer using Feature Map with Attention for Convolutional Networks. | Xingjian Li, Haoyi Xiong, Hanchao Wang, Yuxuan Rao, Liping Liu, Jun Huan |
| 2019 | IJCNN | Multi-task Sentence Encoding Model for Semantic Retrieval in Question Answering Systems. | Qiang Huang, Jianhui Bu, Weijian Xie, Shengwen Yang, Weijia Wu, Liping Liu |
| 2018 | ITS | SARLR: Self-adaptive Recommendation of Learning Resources. | Liping Liu, Wenjun Wu, Jiankun Huang |
| 2017 | FIE | Embedding problem-based learning and entrepreneurially minded learning into fluid mechanics and thermodynamics courses through fluid power based modules. | Liping Liu, James A. Mynderse, Robert Fletcher, Andrew L. Gerhart |
| 2016 | IGARSS | An integration time optimization approach for Geo-SAR. | Bingji Zhao, Qingjun Zhang, Liping Liu, Chao Dai, Jie Liu, Zhu Yu, Weiping Shu, Xiaolei Han, Huan Zhang |
| 2015 | FIE | Fostering the entrepreneurial mindset in the junior and senior mechanical engineering curriculum with a multi-course problem-based learning experience. | Liping Liu, James A. Mynderse, Andrew L. Gerhart, Selin Arslan |
| 2014 | MASS | A Range-Free Multiple Target Localization Algorithm Using Compressive Sensing Theory in Wireless Sensor Networks. | Liping Liu, Tingting Cui, Weijie Lv |
| 2012 | ICNC | Robust output tracking control for nonlinear systems using right coprime factorization. | Liping Liu |
| 2009 | ICIG | Image Completion Based on Weighting Patch Match. | Liping Liu, Haisheng Li |
| 2006 | ADMA | Joint Cluster Based Co-clustering for Clustering Ensembles. | Tianming Hu, Liping Liu, Chao Qu, Sam Yuan Sung |
| 2003 | UAI | A Linear Belief Function Approach to Portfolio Evaluation. | Liping Liu, Catherine Shenoy, Prakash P. Shenoy |
| 1995 | AISTATS | Propagation of Gaussian belief functions. | Liping Liu |