Fanmeng Wang

According to our database, Fanmeng Wang authored at least 12 papers between 2023 and 2026.

Collaborative distances:

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

2026

MuCO: Generative Peptide Cyclization Empowered by Multi-stage Conformation Optimization.

Yitian Wang, Fanmeng Wang, Angxiao Yue, Wentao Guo, Yaning Cui, Hongteng Xu

CoRR, February, 2026

ReGuLaR: Variational Latent Reasoning Guided by Rendered Chain-of-Thought.

Fanmeng Wang, Haotian Liu, Guojiang Zhao, Hongteng Xu, Zhifeng Gao

CoRR, January, 2026

ST-TPP: Learning Semi-Transductive Temporal Point Processes with Gromov-Wasserstein Barycentric Regularization.

Qingmei Wang, Tianyu Huang, Yujie Long, Yuxin Wu, Fanmeng Wang, Xi Sun, Junchi Yan, Hongteng Xu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Improve Molecular Conformation Modeling with Geometric Deep Learning.

Fanmeng Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Unifying Polymer Modeling and Design via a Conformation-Centric Generative Foundation Model.

Fanmeng Wang, Shan Mei, Wentao Guo, Hongshuai Wang, Qi Ou, Zhifeng Gao, Hongteng Xu

CoRR, October, 2025

Learning Structure-enhanced Temporal Point Processes with Gromov-Wasserstein Regularization.

Qingmei Wang, Fanmeng Wang, Bing Su, Hongteng Xu

CoRR, March, 2025

WGFormer: An SE(3)-Transformer Driven by Wasserstein Gradient Flows for Molecular Ground-State Conformation Prediction.

Fanmeng Wang, Minjie Cheng, Hongteng Xu

Proceedings of the Forty-second International Conference on Machine Learning, 2025

PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models.

Fanmeng Wang, Wentao Guo, Qi Ou, Hongshuai Wang, Haitao Lin, Hongteng Xu, Zhifeng Gao

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Predicting Molecular Ground-State Conformation via Conformation Optimization.

Fanmeng Wang, Minjie Cheng, Hongteng Xu

CoRR, 2024

Predicting Polymer Properties Based on Multimodal Multitask Pretraining.

Fanmeng Wang, Wentao Guo, Minjie Cheng, Shen Yuan, Hongteng Xu, Zhifeng Gao

CoRR, 2024

MMPolymer: A Multimodal Multitask Pretraining Framework for Polymer Property Prediction.

Fanmeng Wang, Wentao Guo, Minjie Cheng, Shen Yuan, Hongteng Xu, Zhifeng Gao

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

MPerformer: An SE(3) Transformer-based Molecular Perceptron.

Fanmeng Wang, Hongteng Xu, Xi Chen, Shuqi Lu, Yuqing Deng, Wenbing Huang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023