Hanyu Gao

According to our database, Hanyu Gao authored at least 13 papers between 2018 and 2024.

Collaborative distances:

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

2024

On the generalization of cognitive optical networking applications using composable machine learning.

Hanyu Gao, Xiaoliang Chen, Chao Lu, Zhaohui Li

J. Opt. Commun. Netw., June, 2024

SMiCRM: A Benchmark Dataset of Mechanistic Molecular Images.

Ching Ting Leung, Yufan Chen, Hanyu Gao

CoRR, 2024

MolNexTR: A Generalized Deep Learning Model for Molecular Image Recognition.

Yufan Chen, Ching Ting Leung, Yong Huang, Jianwei Sun, Hao Chen, Hanyu Gao

CoRR, 2024

Scaling Optical Network Fault Management with Decentralized Graph Learning.

Qunzhi Lin, Xiaokang Chen, Zhenlin Ouyang, Hanyu Gao, Xiaoliang Chen, Zhaohui Li

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Experimental Demonstration of Automated ML Service Provisioning for VNT Configuration in SDM Networks.

Hanyu Gao, Xiaokang Chen, Wenbang Zheng, Aoxue Wang, Jingshun Pan, Xiaoliang Chen, Zhaohui Li

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction.

Yemin Yu, Luotian Yuan, Ying Wei, Hanyu Gao, Fei Wu, Zhihua Wang, Xinhai Ye

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

On the Generalization of Machine-Learning-aided QoT Estimation in Optical Networks.

Hanyu Gao, Liang Zhang, Bin Zhang, Xiaoliang Chen, Zhaohui Li

Proceedings of the 32nd Wireless and Optical Communications Conference, 2023

Demonstration of Composable-ML-assisted Autonomous Lightpath Configuration over a Field-deployed SDM Network with 7-Core Fibers.

Hanyu Gao, Xiaoliang Chen, Wenbang Zheng, Yingyu Chen, Yongguang Xiao, Zhaohui Li

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

CompQoTE: Generalizing QoT Estimation with Composable ML and End-to-End Learning.

Hanyu Gao, Xiaoliang Chen, Lu Sun, Zhaohui Li

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

2022

Automated Chemical Reaction Extraction from Scientific Literature.

Jiang Guo, A. Santiago Ibanez-Lopez, Hanyu Gao, Victor Quach, Connor W. Coley, Klavs F. Jensen, Regina Barzilay

J. Chem. Inf. Model., 2022

2021

Correction to Automated Chemical Reaction Extraction from Scientific Literature.

Jiang Guo, A. Santiago Ibanez-Lopez, Hanyu Gao, Victor Quach, Connor W. Coley, Klavs F. Jensen, Regina Barzilay

J. Chem. Inf. Model., 2021

Direct Optimization across Computer-Generated Reaction Networks Balances Materials Use and Feasibility of Synthesis Plans for Molecule Libraries.

Hanyu Gao, Jean Pauphilet, Thomas J. Struble, Connor W. Coley, Klavs F. Jensen

J. Chem. Inf. Model., 2021

2018

Application and comparison of derivative-free optimization algorithms to control and optimize free radical polymerization simulated using the kinetic Monte Carlo method.

Hanyu Gao, Andreas Wächter, Ivan A. Konstantinov, Steven G. Arturo, Linda J. Broadbelt

Comput. Chem. Eng., 2018