NeurIPS 2024 Workshop AIDrugX Submissions

Saturn: Sample-efficient Generative Molecular Design using Memory Manipulation
Jeff Guo, Philippe Schwaller
- Published: 13 Oct 2024, Last Modified: 01 Dec 2024
- AIDrugX Poster
- Readers: Everyone
Detection of RNA Editing Sites by GPT Fine-tuning
Zohar Rosenwasser, Erez Levanon, Michael Levitt, Gal Oren
- Published: 13 Oct 2024, Last Modified: 01 Dec 2024
- AIDrugX Poster
- Readers: Everyone
MolKD: Distilling Cross-Modal Knowledge in Chemical Reactions for Molecular Property Prediction
Liang Zeng
- Published: 13 Oct 2024, Last Modified: 01 Dec 2024
- AIDrugX Poster
- Readers: Everyone
TaxDiff: Taxonomic-Guided Diffusion Model for Protein Sequence Generation
Zongying Lin, Li Hao, Liuzhenghao Lv, Yu Wang, Bin Lin, Junwu Zhang, Zijun Chen, Calvin Yu-Chian Chen, Li Yuan, Yonghong Tian
- Published: 13 Oct 2024, Last Modified: 01 Dec 2024
- AIDrugX Poster
- Readers: Everyone
Similarity-Quantized Relative Difference Learning for Improved Molecular Activity Prediction
Karina Zadorozhny, Kangway V. Chuang, Bharath Sathappan, Ewan Wallace, Vishnu Sresht, Colin A Grambow
- Published: 13 Oct 2024, Last Modified: 01 Dec 2024
- AIDrugX Poster
- Readers: Everyone
Cell ontology guided transcriptome foundation model
Xinyu Yuan, Zhihao Zhan, Zuobai Zhang, Manqi Zhou, Jianan Zhao, Boyu Han, Yue Li, Jian Tang
- Published: 13 Oct 2024, Last Modified: 01 Dec 2024
- AIDrugX Poster
- Readers: Everyone
Epitope Generation for Peptide-based Cancer Vaccine using Goal-directed Wasserstein Generative Adversarial Network with Gradient Penalty
Yen-Che Hsiao, Abhishek Dutta
- Published: 13 Oct 2024, Last Modified: 01 Dec 2024
- AIDrugX Poster
- Readers: Everyone
LatentDE: Latent-based Directed Evolution accelerated by Gradient Ascent for Protein Sequence Design
Thanh V. T. Tran, Nhat Khang Ngo, Viet Thanh Duy Nguyen, Truong Son Hy
- Published: 13 Oct 2024, Last Modified: 01 Dec 2024
- AIDrugX Poster
- Readers: Everyone
Improving Antibody Design with Force-Guided Sampling in Diffusion Models
Paulina Kulytė, Francisco Vargas, Simon V Mathis, Yu Guang Wang, José Miguel Hernández-Lobato, Pietro Lio
- Published: 13 Oct 2024, Last Modified: 01 Dec 2024
- AIDrugX Poster
- Readers: Everyone
IgBlend: Unifying 3D Structure and Sequence for Antibody LLMs
Cedric Malherbe, Talip Ucar
- Published: 13 Oct 2024, Last Modified: 01 Dec 2024
- AIDrugX Spotlight
- Readers: Everyone
DiffER: Categorical Diffusion Models for Chemical Retrosynthesis
Sean Current, Ziqi Chen, Xia Ning, srinivasan parthasarathy
- Published: 13 Oct 2024, Last Modified: 01 Dec 2024
- AIDrugX Poster
- Readers: Everyone