6 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.LG2026
AbICL: In-Context Learning for Antigen-Specific Antibody Affinity Ranking
Zhiyuan Chen, Jing Hu, Junzhe Wang +4
Accurate ranking of antibody candidates according to their binding affinity is essential for therapeutic antibody discovery. However, existing methods treat affinity comparisons in…
q-bio.BM2026
Fair splits flip the leaderboard: CHANRG reveals limited generalization in RNA secondary-structure prediction
Zhiyuan Chen, Zhenfeng Deng, Pan Deng +4
Accurate prediction of RNA secondary structure underpins transcriptome annotation, mechanistic analysis of non-coding RNAs, and RNA therapeutic design. Recent gains from deep learn…
cs.LG2021★ 6 cited
HelixMO: Sample-Efficient Molecular Optimization in Scene-Sensitive Latent Space
Zhiyuan Chen, Xiaomin Fang, Zixu Hua +3
Efficient exploration of the chemical space to search the candidate drugs that satisfy various constraints is a fundamental task of drug discovery. Advanced deep generative methods…