Kangyu Zheng


Curriculum vitae



Department of Computer Science

Rensselaer Polytechnic Institute



Beyond Affinity: A Benchmark of 1D, 2D, and 3D Methods Reveals Critical Trade-offs in Structure-Based Drug Design


Journal article


Kangyu Zheng, Kai Zhang, Jiale Tan, Xuehan Chen, Yingzhou Lu, Zaixi Zhang, Lichao Sun, Marinka Zitnik, Tianfan Fu, Zhiding Liang
Transactions on Machine Learning Research, 2026

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APA   Click to copy
Zheng, K., Zhang, K., Tan, J., Chen, X., Lu, Y., Zhang, Z., … Liang, Z. (2026). Beyond Affinity: A Benchmark of 1D, 2D, and 3D Methods Reveals Critical Trade-offs in Structure-Based Drug Design. Transactions on Machine Learning Research.


Chicago/Turabian   Click to copy
Zheng, Kangyu, Kai Zhang, Jiale Tan, Xuehan Chen, Yingzhou Lu, Zaixi Zhang, Lichao Sun, Marinka Zitnik, Tianfan Fu, and Zhiding Liang. “Beyond Affinity: A Benchmark of 1D, 2D, and 3D Methods Reveals Critical Trade-Offs in Structure-Based Drug Design.” Transactions on Machine Learning Research (2026).


MLA   Click to copy
Zheng, Kangyu, et al. “Beyond Affinity: A Benchmark of 1D, 2D, and 3D Methods Reveals Critical Trade-Offs in Structure-Based Drug Design.” Transactions on Machine Learning Research, 2026.


BibTeX   Click to copy

@article{kangyu2026a,
  title = {Beyond Affinity: A Benchmark of 1D, 2D, and 3D Methods Reveals Critical Trade-offs in Structure-Based Drug Design},
  year = {2026},
  journal = {Transactions on Machine Learning Research},
  author = {Zheng, Kangyu and Zhang, Kai and Tan, Jiale and Chen, Xuehan and Lu, Yingzhou and Zhang, Zaixi and Sun, Lichao and Zitnik, Marinka and Fu, Tianfan and Liang, Zhiding}
}


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