Yang Tan

30 papers A* 2Journal 24Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Rank-and-Reason: Multi-Agent Collaboration Accelerates Zero-Shot Protein Mutation Prediction.
CoRR
Yang Tan, Yuanxi Yu, Can Wu, Bozitao Zhong, Mingchen Li, Guisheng Fan, Jiankang Zhu, Yafeng Liang, Nanqing Dong, Liang Hong
2026 J jnl
Self-evolving AI agents for protein discovery and directed evolution.
CoRR
Yang Tan, Lingrong Zhang, Mingchen Li, Yuanxi Yu, Bozitao Zhong, Bingxin Zhou, Nanqing Dong, Liang Hong
2025 J jnl
Fast and Interpretable Protein Substructure Alignment via Optimal Transport.
CoRR
Zhiyu Wang, Bingxin Zhou, Jing Wang, Yang Tan, Weishu Zhao, Pietro Liò, Liang Hong
2025 J jnl
From high-throughput evaluation to wet-lab studies: advancing mutation effect prediction with a retrieval-enhanced model.
Bioinform.
Yang Tan, Ruilin Wang, Banghao Wu, Liang Hong, Bingxin Zhou
2025 J jnl
Graph with Residue-Based Cross-Modal Framework Enhances Cell Function-Related Protein Properties Prediction.
J. Chem. Inf. Model.
Wenrui Gou, Yang Tan, Chen Liu, Mingchen Li, Guisheng Fan, Huiqun Yu
2025 A* conf
Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection.
ICLR
Song Li, Yang Tan, Song Ke, Liang Hong, Bingxin Zhou
2025 J jnl
SRPM-Sol: A Structure Robust Protein Multimodal Model for Solubility Prediction.
IEEE Trans. Comput. Biol. Bioinform.
Wenhui Ge, Yang Tan, Huiqun Yu, Guisheng Fan, Mingchen Li
2025 J jnl
Sequence-Only Prediction of Binding Affinity Changes: A Robust and Interpretable Model for Antibody Engineering.
CoRR
Chen Liu, Mingchen Li, Yang Tan, Wenrui Gou, Guisheng Fan, Bingxin Zhou
2025 J jnl
Sequence-only prediction of binding affinity changes: a robust and interpretable model for antibody engineering.
Bioinform.
Chen Liu, Mingchen Li, Yang Tan, Wenrui Gou, Guisheng Fan, Bingxin Zhou
2025 J jnl
VenusFactory: A Unified Platform for Protein Engineering Data Retrieval and Language Model Fine-Tuning.
CoRR
Yang Tan, Chen Liu, Jingyuan Gao, Banghao Wu, Mingchen Li, Ruilin Wang, Lingrong Zhang, Huiqun Yu, Guisheng Fan, Liang Hong, Bingxin Zhou
2025 — conf
VenusFactory: An Integrated System for Protein Engineering with Data Retrieval and Language Model Fine-Tuning.
ACL (3)
Yang Tan, Chen Liu, Jingyuan Gao, Banghao Wu, Mingchen Li, Ruilin Wang, Lingrong Zhang, Huiqun Yu, Guisheng Fan, Liang Hong, Bingxin Zhou
2025 J jnl
VenusX: Unlocking Fine-Grained Functional Understanding of Proteins.
CoRR
Yang Tan, Wenrui Gou, Bozitao Zhong, Liang Hong, Huiqun Yu, Bingxin Zhou
2024 J jnl
A PLMs based protein retrieval framework.
CoRR
Yuxuan Wu, Xiao Yi, Yang Tan, Huiqun Yu, Guisheng Fan
2024 J jnl
CPE-Pro: A Structure-Sensitive Deep Learning Method for Protein Representation and Origin Evaluation.
CoRR
Wenrui Gou, Wenhui Ge, Yang Tan, Mingchen Li, Guisheng Fan, Huiqun Yu
2024 J jnl
Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection.
CoRR
Song Li, Yang Tan, Song Ke, Liang Hong, Bingxin Zhou
2024 J jnl
MedChatZH: A tuning LLM for traditional Chinese medicine consultations.
Comput. Biol. Medicine
Yang Tan, Zhixing Zhang, Mingchen Li, Fei Pan, Hao Duan, Zijie Huang, Hua Deng, Zhuohang Yu, Chen Yang, Guoyang Shen, Peng Qi, Chengyuan Yue, Yuxian Liu, Liang Hong, Huiqun Yu, Guisheng Fan, Yun Tang
2024 J jnl
PETA: evaluating the impact of protein transfer learning with sub-word tokenization on downstream applications.
J. Cheminformatics
Yang Tan, Mingchen Li, Ziyi Zhou, Pan Tan, Huiqun Yu, Guisheng Fan, Liang Hong
2024 — conf
PROTSOLM: Protein Solubility Prediction with Multi-modal Features.
BIBM
Yang Tan, Jia Zheng, Liang Hong, Bingxin Zhou
2024 A* conf
ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention.
NeurIPS
Mingchen Li, Yang Tan, Xinzhu Ma, Bozitao Zhong, Huiqun Yu, Ziyi Zhou, Wanli Ouyang, Bingxin Zhou, Pan Tan, Liang Hong
2024 J jnl
Protein Engineering with Lightweight Graph Denoising Neural Networks.
J. Chem. Inf. Model.
Bingxin Zhou, Lirong Zheng, Banghao Wu, Yang Tan, Outongyi Lv, Kai Yi, Guisheng Fan, Liang Hong
2024 — conf
Protein Representation Learning with Sequence Information Embedding: Does it Always Lead to a Better Performance?
BIBM
Yang Tan, Lirong Zheng, Bozitao Zhong, Liang Hong, Bingxin Zhou
2024 J jnl
Protein Representation Learning with Sequence Information Embedding: Does it Always Lead to a Better Performance?
CoRR
Yang Tan, Lirong Zheng, Bozitao Zhong, Liang Hong, Bingxin Zhou
2024 J jnl
Retrieval-Enhanced Mutation Mastery: Augmenting Zero-Shot Prediction of Protein Language Model.
CoRR
Yang Tan, Ruilin Wang, Banghao Wu, Liang Hong, Bingxin Zhou
2024 — conf
Secondary Structure-Guided Novel Protein Sequence Generation with Latent Graph Diffusion.
BIBM
Yutong Hu, Yang Tan, Andi Han, Lirong Zheng, Liang Hong, Bingxin Zhou
2024 J jnl
Secondary Structure-Guided Novel Protein Sequence Generation with Latent Graph Diffusion.
CoRR
Yutong Hu, Yang Tan, Andi Han, Lirong Zheng, Liang Hong, Bingxin Zhou
2024 J jnl
Simple, Efficient and Scalable Structure-aware Adapter Boosts Protein Language Models.
CoRR
Yang Tan, Mingchen Li, Bingxin Zhou, Bozitao Zhong, Lirong Zheng, Pan Tan, Ziyi Zhou, Huiqun Yu, Guisheng Fan, Liang Hong
2024 J jnl
Simple, Efficient, and Scalable Structure-Aware Adapter Boosts Protein Language Models.
J. Chem. Inf. Model.
Yang Tan, Mingchen Li, Bingxin Zhou, Bozitao Zhong, Lirong Zheng, Pan Tan, Ziyi Zhou, Huiqun Yu, Guisheng Fan, Liang Hong
2023 J jnl
MedChatZH: a Better Medical Adviser Learns from Better Instructions.
CoRR
Yang Tan, Mingchen Li, Zijie Huang, Huiqun Yu, Guisheng Fan
2023 J jnl
Multi-level Protein Representation Learning for Blind Mutational Effect Prediction.
CoRR
Yang Tan, Bingxin Zhou, Yuanhong Jiang, Yu Guang Wang, Liang Hong
2023 J jnl
PETA: Evaluating the Impact of Protein Transfer Learning with Sub-word Tokenization on Downstream Applications.
CoRR
Yang Tan, Mingchen Li, Pan Tan, Ziyi Zhou, Huiqun Yu, Guisheng Fan, Liang Hong