Proceedings

Jun Xia

School of Engineering , Westlake University , Hangzhou , China

8 papers in the IJCAI proceedings

IJCAI 2025

A Comprehensive and Systematic Review for Deep Learning-Based De Novo Peptide Sequencing
with Jingbo Zhou, Shaorong Chen, Tianze Ling, Stan Z. Li
doi:10.24963/ijcai.2025/1191
Details PDF
Electron Density-enhanced Molecular Geometry Learning
with Hongxin Xiang, Xin Jin, Wenjie Du, Li Zeng, Xiangxiang Zeng
doi:10.24963/ijcai.2025/872
Details PDF
GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype
with Changxi Chi, Jingbo Zhou, Jiabei Cheng, Chang Yu, Stan Z. Li
doi:10.24963/ijcai.2025/551
Details PDF
MTGIB-UNet: A Multi-Task Graph Information Bottleneck and Uncertainty Weighted Network for ADMET Prediction
with Xuqiang Li, Wenjie Du, Jianmin Wang, Xiaoqi Wang, Yang Yang, Yang Wang
doi:10.24963/ijcai.2025/836
Details PDF

IJCAI 2024

An Image-enhanced Molecular Graph Representation Learning Framework
with Hongxin Xiang, Shuting Jin, Man Zhou, Jianmin Wang, Li Zeng, Xiangxiang Zeng
doi:10.24963/ijcai.2024/675
Details PDF
MMGNN: A Molecular Merged Graph Neural Network for Explainable Solvation Free Energy Prediction
with Wenjie Du, Shuai Zhang, Di Wu, Ziyuan Zhao, Junfeng Fang, Yang Wang
doi:10.24963/ijcai.2024/642
Details PDF

IJCAI 2023

A Systematic Survey of Chemical Pre-trained Models
with Yanqiao Zhu, Yuanqi Du, Stan Z. Li
doi:10.24963/ijcai.2023/760
Details PDF

IJCAI 2022

Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation
with Ting Wang, Jiepin Ding, Xian Wei, Mingsong Chen
doi:10.24963/ijcai.2022/206
Details PDF
Welcome Future Conferences AI Journal Division IJCAI Proceedings About IJCAI IJCAI Awards