| Single-photon imager based on a superconducting nanowire delay line QY Zhao, D Zhu, N Calandri, AE Dane, AN McCaughan, F Bellei, ... Nature Photonics 11 (4), 247-251, 2017 | 194 | 2017 |
| Surface plasmon polariton laser based on a metallic trench Fabry-Perot resonator W Zhu, T Xu, H Wang, C Zhang, PB Deotare, A Agrawal, HJ Lezec Science advances 3 (10), e1700909, 2017 | 101 | 2017 |
| Graph Neural Prompting with Large Language Models Y Tian, H Song, Z Wang, H Wang, Z Hu, F Wang, NV Chawla, P Xu AAAI 2024, 2024 | 78 | 2024 |
| Structural color generation: from layered thin films to optical metasurfaces D Wang, Z Liu, H Wang, M Li, LJ Guo, C Zhang Nanophotonics 12 (6), 1019-1081, 2023 | 76 | 2023 |
| Automated multi-layer optical design via deep reinforcement learning H Wang, Z Zheng, C Ji, LJ Guo Machine Learning: Science and Technology 2 (2), 025013, 2021 | 74 | 2021 |
| Benchmarking deep learning-based models on nanophotonic inverse design problems T Ma, M Tobah, H Wang, LJ Guo Opto-Electronic Science 1 (1), 210012-1-210012-15, 2022 | 73 | 2022 |
| Learning to share: Simultaneous parameter tying and sparsification in deep learning D Zhang, H Wang, M Figueiredo, L Balzano International Conference on Learning Representations, 2018 | 57 | 2018 |
| Learning credible models J Wang, J Oh, H Wang, J Wiens Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018 | 49 | 2018 |
| OptoGPT: a foundation model for inverse design in optical multilayer thin film structures T Ma, H Wang, LJ Guo Opto-Electronic Advances 7 (7), 2024 | 16 | 2024 |
| NEUTRON: Neural particle swarm optimization for material-aware inverse design of structural color H Wang, LJ Guo Iscience 25 (5), 2022 | 13 | 2022 |
| An analytical method for evaluating the robustness of photonic integrated circuits H Song, H Wang, V Van Journal of Lightwave Technology 40 (3), 776-784, 2022 | 4 | 2022 |
| Dynamic prediction of work status for workers with occupational injuries: assessing the value of longitudinal observations E Ötleş, J Seymour, H Wang, BT Denton Journal of the American Medical Informatics Association 29 (11), 1931-1940, 2022 | 3 | 2022 |
| Investigation of femtosecond-laser induced periodic surface structure on molybdenum H Wang, F Yang, F Yang, M Nie, J Yang Chinese J Lasers 42 (1), 0103001, 2015 | 3 | 2015 |
| Environmentally sustainable and multifunctional chrome-like coatings having no chromium designed with reinforcement learning A Saha, T Ma, H Wang, LJ Guo ACS Applied Materials & Interfaces 15 (23), 28772-28780, 2023 | 2 | 2023 |
| OL-Transformer: A Fast and Universal Surrogate Simulator for Optical Multilayer Thin Film Structures T Ma, H Wang, LJ Guo ICML 2023 Workshop SynS and ML, 2023 | 2 | 2023 |
| A review of reinforcement learning for natural language processing and applications in healthcare Y Liu, H Wang, H Zhou, M Li, Y Hou, S Zhou, F Wang, R Hoetzlein, ... Journal of the American Medical Informatics Association 31 (10), 2379-2393, 2024 | 1 | 2024 |
| T3GDT: Three-tier tokens to Guide Decision Transformer for offline meta reinforcement learning Z Wang, H Wang, YJ Qi NeurIPS 2023 Workshop on Robot Learning, 2023 | 1 | 2023 |
| OptoGPT: A Versatile Inverse Design Model for Optical Multilayer Thin Film Structures T Ma, LJ Guo, H Wang NeurIPS 2023 Workshop on Deep Learning and Inverse Problems, 2023 | 1 | 2023 |
| COVID-19 Risk Scoring in Los Angeles County UZJU Team, L Zhou, W Li, Z Bian, Y Cao, X Li, W Wang, Z Ma, J Kim, ... | 1 | 2020 |
| Hierarchical Prompt Decision Transformer: Improving Few-Shot Policy Generalization with Global and Adaptive Guidance Z Wang, H Wang, Y Qi arXiv preprint arXiv:2412.00979, 2024 | | 2024 |
L. Jay GuoProfessor of Electrical Engineering and Computer Science, The University of MichiganVerified email at umich.edu