@article{CTT100925850, author = {Apakorn Kengkanna and Masahito Ohue}, title = {Enhancing property and activity prediction and interpretation using multiple molecular graph representations with MMGX}, journal = {Communications Chemistry}, year = 2024, } @inproceedings{CTT100925955, author = {青木滉志郎 and Apakorn Kengkanna and 大上雅史}, title = {対照学習を用いたグラフニューラルネットワークによる化合物 の特性予測の最適化}, booktitle = {研究報告バイオ情報学(BIO)}, year = 2024, } @inproceedings{CTT100925980, author = {青木滉志郎 and 大上雅史 and Kengkanna Apakorn}, title = {対照学習を用いたGNNによる化合物特性予測}, booktitle = {}, year = 2024, } @inproceedings{CTT100925990, author = {Kengkanna Apakorn and 大上 雅史}, title = {Enhancing Model Learning and Interpretation Using Multiple Molecular Graph Representations for Compound Property and Activity Prediction}, booktitle = {}, year = 2023, } @inproceedings{CTT100925928, author = {Apakorn Kengkanna and Masahito Ohue}, title = {Enhancing Model Learning and Interpretation Using Multiple Molecular Graph Representations for Compound Property and Activity Prediction}, booktitle = {In Proceedings of The 20th IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB 2023)}, year = 2023, } @inproceedings{CTT100895559, author = {Apakorn Kengkanna and Masahito Ohue}, title = {Enhancing Ligand Property and Activity Prediction and Interpretation Using Multiple Molecular Graph Representations}, booktitle = {研究報告バイオ情報学(BIO)}, year = 2023, } @inproceedings{CTT100883626, author = {Apakorn Kengkanna and 大上雅史}, title = {Multiple Molecular Graph Representation Learning and Interpretation for Molecular Property/Activity Prediction in Drug Discovery}, booktitle = {}, year = 2022, }