Search Results for author: Yuqiang Han

Found 5 papers, 2 papers with code

Generative AI for Controllable Protein Sequence Design: A Survey

no code implementations16 Feb 2024 Yiheng Zhu, Zitai Kong, Jialu Wu, Weize Liu, Yuqiang Han, Mingze Yin, Hongxia Xu, Chang-Yu Hsieh, Tingjun Hou

To set the stage, we first outline the foundational tasks in protein sequence design in terms of the constraints involved and present key generative models and optimization algorithms.

Drug Discovery Protein Design

Contrastive Knowledge Amalgamation for Unsupervised Image Classification

no code implementations27 Jul 2023 Shangde Gao, Yichao Fu, Ke Liu, Yuqiang Han

Current methods focus on coarsely aligning teachers and students in the common representation space, making it difficult for the student to learn the proper decision boundaries from a set of heterogeneous teachers.

Classification Unsupervised Image Classification

DialMed: A Dataset for Dialogue-based Medication Recommendation

1 code implementation COLING 2022 Zhenfeng He, Yuqiang Han, Zhenqiu Ouyang, Wei Gao, Hongxu Chen, Guandong Xu, Jian Wu

Therefore, we make the first attempt to recommend medications with the conversations between doctors and patients.

Graph Attention

Prompt-Guided Injection of Conformation to Pre-trained Protein Model

no code implementations7 Feb 2022 Qiang Zhang, Zeyuan Wang, Yuqiang Han, Haoran Yu, Xurui Jin, Huajun Chen

To incorporate conformational knowledge to PTPMs, we propose an interaction-conformation prompt (IC prompt) that is learned through back-propagation with the protein-protein interaction task.

Language Modelling Masked Language Modeling +1

Cannot find the paper you are looking for? You can Submit a new open access paper.