TinyNeRF: Towards 100 x Compression of Voxel Radiance Fields. - Tianli Zhao; Jiayuan Chen 003; Cong Leng; Jian Cheng 001 (AAAI, 2023)

Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective. - Jiayuan Chen 003; Xiang Zhang; Yinfei Xu; Tianli Zhao; Renjie Xie; Wei Xu 001 (CoRR, 2023)

Spatial Pathomics Toolkit for Quantitative Analysis of Podocyte Nuclei with Histology and Spatial Transcriptomics Data in Renal Pathology. - Jiayuan Chen 003; Yu Wang; Ruining Deng; Quan Liu 002; Can Cui 006; Tianyuan Yao; Yilin Liu; Jianyong Zhong; Agnes B. Fogo; Haichun Yang; Shilin Zhao; Yuankai Huo (CoRR, 2023)

Uncertainty-Aware Yield Prediction with Multimodal Molecular Features. - Jiayuan Chen 003; Kehan Guo; Zhen Liu; Olexandr Isayev; Xiangliang Zhang 001 (AAAI, 2024)

Predictive Modeling with Temporal Graphical Representation on Electronic Health Records. - Jiayuan Chen 003; Changchang Yin; Yuanlong Wang; Ping Zhang 016 (IJCAI, 2024)

Auto-encoding score distribution regression for action quality assessment. - Boyu Zhang; Jiayuan Chen 003; Yinfei Xu; Hui Zhang; Xu Yang 021; Xin Geng 001 (Neural Comput. Appl., 2024)

Automating Comment Generation for Smart Contract from Bytecode. - Jianhang Xiang; Zhipeng Gao 002; Lingfeng Bao; Xing Hu 008; Jiayuan Chen 003; Xin Xia 001 (ACM Trans. Softw. Eng. Methodol., 2025)

Integrating Biological Knowledge for Robust Microscopy Image Profiling on De Novo Cell Lines. - Jiayuan Chen 003; Thai-Hoang Pham; Yuanlong Wang; Ping Zhang 016 (CoRR, 2025)