| When homomorphic encryption marries secret sharing: Secure large-scale sparse logistic regression and applications in risk control C Chen, J Zhou, L Wang, X Wu, W Fang, J Tan, L Wang, AX Liu, H Wang, ... Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 94 | 2021 |
| Large-scale secure XGB for vertical federated learning W Fang, D Zhao, J Tan, C Chen, C Yu, L Wang, L Wang, J Zhou, B Zhang Proceedings of the 30th ACM international conference on information …, 2021 | 59 | 2021 |
| Puma: Secure inference of llama-7b in five minutes Y Dong, W Lu, Y Zheng, H Wu, D Zhao, J Tan, Z Huang, C Hong, T Wei, ... arXiv preprint arXiv:2307.12533, 2023 | 49 | 2023 |
| {SecretFlow-SPU}: A performant and {User-Friendly} framework for {Privacy-Preserving} machine learning J Ma, Y Zheng, J Feng, D Zhao, H Wu, W Fang, J Tan, C Yu, B Zhang, ... 2023 USENIX Annual Technical Conference (USENIX ATC 23), 17-33, 2023 | 34 | 2023 |
| A hybrid-domain framework for secure gradient tree boosting W Fang, C Chen, J Tan, C Yu, Y Lu, L Wang, L Wang, J Zhou, AX Liu arXiv preprint arXiv:2005.08479, 2020 | 21 | 2020 |
| Mpcvit: Searching for accurate and efficient mpc-friendly vision transformer with heterogeneous attention W Zeng, M Li, W Xiong, T Tong, W Lu, J Tan, R Wang, R Huang Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 16 | 2023 |
| MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention W Zeng, M Li, W Xiong, T Tong, W Lu, J Tan, R Wang, R Huang arXiv preprint arXiv:2211.13955, 2022 | 16 | 2022 |
| Nebula: a scalable privacy-preserving machine learning system in ant financial C Chen, B Wu, L Wang, C Chen, J Tan, L Wang, J Zhou, B Zhang Proceedings of the 29th ACM International Conference on Information …, 2020 | 4 | 2020 |
| Ditto: quantization-aware secure inference of transformers upon MPC H Wu, W Fang, Y Zheng, J Ma, J Tan, Y Wang, L Wang arXiv preprint arXiv:2405.05525, 2024 | 2 | 2024 |
| Nimbus: Secure and Efficient Two-Party Inference for Transformers Z Li, K Yang, J Tan, W Lu, H Wu, X Wang, Y Yu, D Zhao, Y Zheng, M Guo, ... Advances in Neural Information Processing Systems 37, 21572-21600, 2025 | | 2025 |
| MPCache: MPC-Friendly KV Cache Eviction for Efficient Private Large Language Model Inference W Zeng, Y Dong, J Zhou, J Ma, J Tan, R Wang, M Li arXiv preprint arXiv:2501.06807, 2025 | | 2025 |
| SecretFlow-SCQL: A Secure Collaborative Query Platform W Fang, S Cao, G Hua, J Ma, Y Yu, Q Huang, J Feng, J Tan, X Zan, ... Proceedings of the VLDB Endowment 17 (12), 3987-4000, 2024 | | 2024 |
