Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining. - Chih-chan Tien; Shane Steinert-Threlkeld (ACL (1), 2022)

Transformers are efficient hierarchical chemical graph learners. - Zihan Pengmei; Zimu Li; Chih-chan Tien; Risi Kondor; Aaron R. Dinner (CoRR, 2023)

Entropy-Reinforced Planning with Large Language Models for Drug Discovery. - Xuefeng Liu; Chih-chan Tien; Peng Ding; Songhao Jiang; Rick L. Stevens (ICML, 2024)

Binding Affinity Prediction: From Conventional to Machine Learning-Based Approaches. - Xuefeng Liu; Songhao Jiang; Xiaotian Duan; Archit Vasan; Chong Liu 007; Chih-chan Tien; Heng Ma; Thomas S. Brettin; Fangfang Xia; Ian T. Foster; Rick L. Stevens (CoRR, 2024)

Bidirectional Hierarchical Protein Multi-Modal Representation Learning. - Xuefeng Liu; Songhao Jiang; Chih-chan Tien; Jinbo Xu; Rick Stevens (CoRR, 2025)