| 2026 | KDD | X-MethaneWet: A Cross-scale Global Wetland Methane Emission Benchmark Dataset for Advancing Science Discovery with AI. | Yiming Sun, Shuo Chen, Shengyu Chen, Chonghao Qiu, Licheng Liu, Youmi Oh, Sparkle L. Malone, Gavin McNicol, Qianlai Zhuang, Chris Smith, Yiqun Xie, Xiaowei Jia |
| 2024 | SDM | Knowledge Guided Machine Learning for Extracting, Preserving, and Adapting Physics-aware Features. | Erhu He, Yiqun Xie, Licheng Liu, Zhenong Jin, Dajun Zhang, Xiaowei Jia |
| 2023 | AAAI | Physics Guided Neural Networks for Time-Aware Fairness: An Application in Crop Yield Prediction. | Erhu He, Yiqun Xie, Licheng Liu, Weiye Chen, Zhenong Jin, Xiaowei Jia |
| 2023 | AAAI | Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability. | Zhexiong Liu, Licheng Liu, Yiqun Xie, Zhenong Jin, Xiaowei Jia |
| 2023 | SDM | Mini-Batch Learning Strategies for modeling long term temporal dependencies: A study in environmental applications. | Shaoming Xu, Ankush Khandelwal, Xiang Li, Xiaowei Jia, Licheng Liu, Jared Willard, Rahul Ghosh, Kelly Cutler, Michael S. Steinbach, Christopher J. Duffy, John Nieber, Vipin Kumar |
| 2021 | SMC | Masked Face Detection Using A Two-stage Classification Approach In the COVID-19 Era. | Bingshu Wang, Licheng Liu, C. L. Philip Chen |
| 2019 | ICIP | Learning Quaternion Graph for Color Face Image Super-Resolution. | Licheng Liu, C. L. Philip Chen, Shutao Li |
| 2019 | ICIP | Color Face Hallucination Using Neighbor Locality Representation and Inter-Channel Correlation. | Han Liu, Licheng Liu, Shutao Li |
| 2018 | ICPR | Face Image Super-Resolution via K-NN Regularized Collaborative Representation with Importance Reweighting. | Licheng Liu, Shutao Li |
| 2018 | IGARSS | A Novel Nonconvex Sparsity Measure for Hyperspectral Images Restoration. | Ting Xie, Shutao Li, Leyuan Fang, Licheng Liu |
| 2014 | SMC | Impulse noise removal using sparse representation with fuzzy weights. | Licheng Liu, C. L. Philip Chen, Yicong Zhou, Yuan Yan Tang |