| Vertical federated learning: Concepts, advances, and challenges Y Liu, Y Kang, T Zou, Y Pu, Y He, X Ye, Y Ouyang, YQ Zhang, Q Yang IEEE Transactions on Knowledge and Data Engineering, 2024 | 226 | 2024 |
| Fusing tetrapyrroles to graphene edges by surface-assisted covalent coupling Y He, M Garnica, F Bischoff, J Ducke, ML Bocquet, M Batzill, W Auwärter, ... Nature chemistry 9 (1), 33-38, 2017 | 121 | 2017 |
| Exploration of pyrazine-embedded antiaromatic polycyclic hydrocarbons generated by solution and on-surface azomethine ylide homocoupling XY Wang, M Richter, Y He, J Björk, A Riss, R Rajesh, M Garnica, ... Nature Communications 8 (1), 1948, 2017 | 89 | 2017 |
| Defending batch-level label inference and replacement attacks in vertical federated learning T Zou, Y Liu, Y Kang, W Liu, Y He, Z Yi, Q Yang, YQ Zhang IEEE Transactions on Big Data, 2022 | 74 | 2022 |
| Fedcg: Leverage conditional gan for protecting privacy and maintaining competitive performance in federated learning Y Wu, Y Kang, J Luo, Y He, Q Yang arXiv preprint arXiv:2111.08211, 2021 | 71 | 2021 |
| Privacy-preserving federated adversarial domain adaptation over feature groups for interpretability Y Kang, Y He, J Luo, T Fan, Y Liu, Q Yang IEEE Transactions on Big Data, 2022 | 47 | 2022 |
| Tailoring Large Pores of Porphyrin Networks on Ag (111) by Metal–Organic Coordination F Bischoff, Y He, K Seufert, D Stassen, D Bonifazi, JV Barth, W Auwärter Chemistry–A European Journal 22 (43), 15298-15306, 2016 | 43 | 2016 |
| Exploration of Interfacial Porphine Coupling Schemes and Hybrid Systems by Bond‐Resolved Scanning Probe Microscopy F Bischoff, Y He, A Riss, K Seufert, W Auwärter, JV Barth Angewandte Chemie 130 (49), 16262-16267, 2018 | 30 | 2018 |
| Nature of the bias-dependent symmetry reduction of iron phthalocyanine on Cu (111) O Snezhkova, J Lüder, A Wiengarten, SR Burema, F Bischoff, Y He, ... Physical Review B 92 (7), 075428, 2015 | 30 | 2015 |
| Polycyclic aromatic chains on metals and insulating layers by repetitive [3+ 2] cycloadditions A Riss, M Richter, AP Paz, XY Wang, R Raju, Y He, J Ducke, E Corral, ... Nature communications 11 (1), 1-8, 2020 | 29 | 2020 |
| Iron phthalocyanine on Cu (111): coverage-dependent assembly and symmetry breaking, temperature-induced homocoupling, and modification of the adsorbate-surface interaction by … O Snezhkova, F Bischoff, Y He, A Wiengarten, S Chaudhary, ... The Journal of Chemical Physics 144 (9), 2016 | 28 | 2016 |
| Self-supervised cross-silo federated neural architecture search X Liang, Y Liu, J Luo, Y He, T Chen, Q Yang arXiv preprint arXiv:2101.11896, 2021 | 24 | 2021 |
| Defending label inference and backdoor attacks in vertical federated learning Y Liu, Z Yi, Y Kang, Y He, W Liu, T Zou, Q Yang arXiv preprint arXiv:2112.05409 3 (9), 2021 | 23 | 2021 |
| A hybrid self-supervised learning framework for vertical federated learning Y He, Y Kang, X Zhao, J Luo, L Fan, Y Han, Q Yang IEEE Transactions on Big Data, 2024 | 22 | 2024 |
| Comparative study of the interfaces of graphene and hexagonal boron nitride with silver M Garnica, M Schwarz, J Ducke, Y He, F Bischoff, JV Barth, W Auwärter, ... Physical Review B 94 (15), 155431, 2016 | 20 | 2016 |
| Optimizing privacy, utility and efficiency in constrained multi-objective federated learning Y Kang, H Gu, X Tang, Y He, Y Zhang, J He, Y Han, L Fan, K Chen, ... arXiv preprint arXiv:2305.00312, 2023 | 19 | 2023 |
| A framework for evaluating privacy-utility trade-off in vertical federated learning Y Kang, J Luo, Y He, X Zhang, L Fan, Q Yang arXiv preprint arXiv:2209.03885, 2022 | 19 | 2022 |
| Batch label inference and replacement attacks in black-boxed vertical federated learning Y Liu, T Zou, Y Kang, W Liu, Y He, Z Yi, Q Yang arXiv preprint arXiv:2112.05409, 2021 | 18 | 2021 |
| Cross-silo federated neural architecture search for heterogeneous and cooperative systems Y Liu, X Liang, J Luo, Y He, T Chen, Q Yao, Q Yang Federated and Transfer Learning, 57-86, 2022 | 6 | 2022 |
| A communication theory perspective on prompting engineering methods for large language models YF Song, YQ He, XF Zhao, HL Gu, D Jiang, HJ Yang, LX Fan Journal of Computer Science and Technology 39 (4), 984-1004, 2024 | 4 | 2024 |
