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2020 – today
- 2024
[j5]Hanyu Gao
, Xiaoliang Chen, Chao Lu, Zhaohui Li:
On the generalization of cognitive optical networking applications using composable machine learning. J. Opt. Commun. Netw. 16(6): 631-643 (2024)- [c6]Yemin Yu, Luotian Yuan, Ying Wei, Hanyu Gao, Fei Wu, Zhihua Wang, Xinhai Ye:
RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction. AAAI 2024: 374-382 - [c5]Hanyu Gao, Xiaokang Chen, Wenbang Zheng, Aoxue Wang, Jingshun Pan, Xiaoliang Chen, Zhaohui Li:
Experimental Demonstration of Automated ML Service Provisioning for VNT Configuration in SDM Networks. OFC 2024: 1-3 - [c4]Qunzhi Lin, Xiaokang Chen, Zhenlin Ouyang, Hanyu Gao, Xiaoliang Chen, Zhaohui Li:
Scaling Optical Network Fault Management with Decentralized Graph Learning. OFC 2024: 1-3 - [i3]Yufan Chen, Ching Ting Leung, Yong Huang, Jianwei Sun, Hao Chen, Hanyu Gao:
MolNexTR: A Generalized Deep Learning Model for Molecular Image Recognition. CoRR abs/2403.03691 (2024) - [i2]Ching Ting Leung, Yufan Chen, Hanyu Gao:
SMiCRM: A Benchmark Dataset of Mechanistic Molecular Images. CoRR abs/2407.18338 (2024) - 2023
- [c3]Hanyu Gao, Xiaoliang Chen, Lu Sun, Zhaohui Li:
CompQoTE: Generalizing QoT Estimation with Composable ML and End-to-End Learning. OFC 2023: 1-3 - [c2]Hanyu Gao, Xiaoliang Chen, Wenbang Zheng, Yingyu Chen, Yongguang Xiao, Zhaohui Li:
Demonstration of Composable-ML-assisted Autonomous Lightpath Configuration over a Field-deployed SDM Network with 7-Core Fibers. OFC 2023: 1-3 - [c1]Hanyu Gao, Liang Zhang, Bin Zhang, Xiaoliang Chen, Zhaohui Li:
On the Generalization of Machine-Learning-aided QoT Estimation in Optical Networks. WOCC 2023: 1-4 - [i1]Yemin Yu, Luotian Yuan, Ying Wei, Hanyu Gao, Xinhai Ye, Zhihua Wang, Fei Wu:
RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction. CoRR abs/2312.10900 (2023) - 2022
- [j4]Jiang Guo, A. Santiago Ibanez-Lopez, Hanyu Gao, Victor Quach, Connor W. Coley, Klavs F. Jensen, Regina Barzilay:
Automated Chemical Reaction Extraction from Scientific Literature. J. Chem. Inf. Model. 62(9): 2035-2045 (2022) - 2021
- [j3]Hanyu Gao, Jean Pauphilet, Thomas J. Struble, Connor W. Coley, Klavs F. Jensen:
Direct Optimization across Computer-Generated Reaction Networks Balances Materials Use and Feasibility of Synthesis Plans for Molecule Libraries. J. Chem. Inf. Model. 61(1): 493-504 (2021) - [j2]Jiang Guo, A. Santiago Ibanez-Lopez, Hanyu Gao, Victor Quach, Connor W. Coley, Klavs F. Jensen, Regina Barzilay:
Correction to Automated Chemical Reaction Extraction from Scientific Literature. J. Chem. Inf. Model. 61(8): 4124 (2021)
2010 – 2019
- 2018
- [j1]Hanyu Gao, Andreas Wächter, Ivan A. Konstantinov, Steven G. Arturo, Linda J. Broadbelt:
Application and comparison of derivative-free optimization algorithms to control and optimize free radical polymerization simulated using the kinetic Monte Carlo method. Comput. Chem. Eng. 108: 268-275 (2018)
Coauthor Index
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