Fanmeng Wang

13 papers A* 4A 2Journal 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
Improve Molecular Conformation Modeling with Geometric Deep Learning.
AAAI
Fanmeng Wang
2026 J jnl
MuCO: Generative Peptide Cyclization Empowered by Multi-stage Conformation Optimization.
CoRR
Yitian Wang, Fanmeng Wang, Angxiao Yue, Wentao Guo, Yaning Cui, Hongteng Xu
2026 J jnl
ReGuLaR: Variational Latent Reasoning Guided by Rendered Chain-of-Thought.
CoRR
Fanmeng Wang, Haotian Liu, Guojiang Zhao, Hongteng Xu, Zhifeng Gao
2026 A* conf
ST-TPP: Learning Semi-Transductive Temporal Point Processes with Gromov-Wasserstein Barycentric Regularization.
AAAI
Qingmei Wang, Tianyu Huang, Yujie Long, Yuxin Wu, Fanmeng Wang, Xi Sun, Junchi Yan, Hongteng Xu
2025 J jnl
Learning Structure-enhanced Temporal Point Processes with Gromov-Wasserstein Regularization.
CoRR
Qingmei Wang, Fanmeng Wang, Bing Su, Hongteng Xu
2025 A* conf
PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models.
ICML
Fanmeng Wang, Wentao Guo, Qi Ou, Hongshuai Wang, Haitao Lin, Hongteng Xu, Zhifeng Gao
2025 J jnl
PolyConf: Unlocking Polymer Conformation Generation through Hierarchical Generative Models.
CoRR
Fanmeng Wang, Wentao Guo, Qi Ou, Hongshuai Wang, Haitao Lin, Hongteng Xu, Zhifeng Gao
2025 J jnl
Unifying Polymer Modeling and Design via a Conformation-Centric Generative Foundation Model.
CoRR
Fanmeng Wang, Shan Mei, Wentao Guo, Hongshuai Wang, Qi Ou, Zhifeng Gao, Hongteng Xu
2025 A* conf
WGFormer: An SE(3)-Transformer Driven by Wasserstein Gradient Flows for Molecular Ground-State Conformation Prediction.
ICML
Fanmeng Wang, Minjie Cheng, Hongteng Xu
2024 A conf
MMPolymer: A Multimodal Multitask Pretraining Framework for Polymer Property Prediction.
CIKM
Fanmeng Wang, Wentao Guo, Minjie Cheng, Shen Yuan, Hongteng Xu, Zhifeng Gao
2024 J jnl
Predicting Molecular Ground-State Conformation via Conformation Optimization.
CoRR
Fanmeng Wang, Minjie Cheng, Hongteng Xu
2024 J jnl
Predicting Polymer Properties Based on Multimodal Multitask Pretraining.
CoRR
Fanmeng Wang, Wentao Guo, Minjie Cheng, Shen Yuan, Hongteng Xu, Zhifeng Gao
2023 A conf
MPerformer: An SE(3) Transformer-based Molecular Perceptron.
CIKM
Fanmeng Wang, Hongteng Xu, Xi Chen, Shuqi Lu, Yuqing Deng, Wenbing Huang