Mingze Yin

According to our database, Mingze Yin authored at least 10 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Generalist Cross-Domain Molecular Learning Framework for Structure-Based Drug Discovery.

Yiheng Zhu, Mingyang Li, Junlong Liu, Kun Fu, Jiansheng Wu, Qiuyi Li, Mingze Yin, Jieping Ye, Jian Wu, Zheng Wang

CoRR, March, 2025

Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding with LLMs.

Wei Wu, Chao Wang, Liyi Chen, Mingze Yin, Yiheng Zhu, Kun Fu, Jieping Ye, Hui Xiong, Zheng Wang

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Group-On: Boosting One-Shot Segmentation with Supportive Query.

Hanjing Zhou, Mingze Yin, Danny Z. Chen, Jian Wu, Jintai Chen

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

ProtCLIP: Function-Informed Protein Multi-Modal Learning.

Hanjing Zhou, Mingze Yin, Wei Wu, Mingyang Li, Kun Fu, Jintai Chen, Jian Wu, Zheng Wang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Synergy of GFlowNet and Protein Language Model Makes a Diverse Antibody Designer.

Mingze Yin, Hanjing Zhou, Yiheng Zhu, Jialu Wu, Wei Wu, Mingyang Li, Kun Fu, Zheng Wang, Chang-Yu Hsieh, Tingjun Hou, Jian Wu

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

S²ALM: Sequence-Structure Pre-trained Large Language Model for Comprehensive Antibody Representation Learning.

Mingze Yin, Hanjing Zhou, Jialu Wu, Yiheng Zhu, Yuxuan Zhan, Zitai Kong, Hongxia Xu, Chang-Yu Hsieh, Jintai Chen, Tingjun Hou, Jian Wu

CoRR, 2024

Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding.

Wei Wu, Chao Wang, Liyi Chen, Mingze Yin, Yiheng Zhu, Kun Fu, Jieping Ye, Hui Xiong, Zheng Wang

CoRR, 2024

Multi-Modal CLIP-Informed Protein Editing.

Mingze Yin, Hanjing Zhou, Yiheng Zhu, Miao Lin, Yixuan Wu, Jialu Wu, Hongxia Xu, Chang-Yu Hsieh, Tingjun Hou, Jintai Chen, Jian Wu

CoRR, 2024

Generative AI for Controllable Protein Sequence Design: A Survey.

Yiheng Zhu, Zitai Kong, Jialu Wu, Weize Liu, Yuqiang Han, Mingze Yin, Hongxia Xu, Chang-Yu Hsieh, Tingjun Hou

CoRR, 2024

Bridge-IF: Learning Inverse Protein Folding with Markov Bridges.

Yiheng Zhu, Jialu Wu, Qiuyi Li, Jiahuan Yan, Mingze Yin, Wei Wu, Mingyang Li, Jieping Ye, Zheng Wang, Jian Wu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024