Jin Tan

Joined

May 2023

Names

Jin Tan (Preferred)

Emails

****@antgroup.com (Confirmed)

Personal Links

Homepage

Career & Education History

Researcher

Misuan, Alibaba Group (antgroup.com)

2019 – 2025

Undergrad student

Huazhong University of Science and Technology (hust.edu.cn)

2004 – 2008

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

MPCache: MPC-Friendly KV Cache Eviction for Efficient Private LLM Inference
Wenxuan Zeng, Ye Dong, Jinjin Zhou, Jin Tan, Lei Wang, Tao Wei, Runsheng Wang, Meng Li
- NeurIPS 2025 poster
- Readers: Everyone
Kona: An Efficient Privacy-Preservation Framework for KNN Classification by Communication Optimization
Guopeng Lin, Ruisheng Zhou, Shuyu Chen, Weili Han, Jin Tan, Wenjing Fang, Lei Wang, Tao Wei
- ICML 2025 poster
- Readers: Everyone
MPCache: MPC-Friendly KV Cache Eviction for Efficient Private LLM Inference
Wenxuan Zeng, Ye Dong, Jinjin Zhou, Junming Ma, Jin Tan, Runsheng Wang, Meng Li
- Submitted to ICLR 2025
- Readers: Everyone
Nimbus: Secure and Efficient Two-Party Inference for Transformers
Zhengyi Li, Kang Yang, Jin Tan, Wen-jie Lu, Haoqi Wu, Xiao Wang, Yu Yu, Derun Zhao, Yancheng Zheng, Minyi Guo, Jingwen Leng
- NeurIPS 2024 poster
- Readers: Everyone
Ditto: Quantization-aware Secure Inference of Transformers upon MPC
Haoqi Wu, Wenjing Fang, Yancheng Zheng, Junming Ma, Jin Tan, Lei Wang
- ICML 2024 Poster
- Readers: Everyone
PUMA: Secure Inference of LLaMA-7B in Five Minutes
Ye Dong, Wen-jie Lu, Yancheng Zheng, Haoqi Wu, Derun Zhao, Jin Tan, Zhicong Huang, Cheng Hong, Tao Wei, Wenguang Chen
- Submitted to ICLR 2024
- Readers: Everyone
Ditto: Quantization-Aware Secure Inference of Transformers upon MPC
Haoqi Wu, Wenjing Fang, Yancheng Zheng, Junming Ma, Jin Tan, Lei Wang
- Submitted to ICLR 2024
- Readers: Everyone
MPCViT: Searching for MPC-friendly Vision Transformer with Heterogeneous Attention
Wenxuan Zeng, Meng Li, Wenjie Xiong, Wenjie Lu, Jin Tan, Runsheng Wang, Ru Huang
- 2022 (modified: 24 Apr 2023)
- CoRR 2022
- Readers: Everyone
Large-scale Secure XGB for Vertical Federated Learning
Wenjing Fang, Derun Zhao, Jin Tan, Chaochao Chen, Chaofan Yu, Li Wang, Lei Wang, Jun Zhou, Benyu Zhang
- 2021 (modified: 24 Apr 2023)
- CIKM 2021
- Readers: Everyone
When Homomorphic Encryption Marries Secret Sharing: Secure Large-Scale Sparse Logistic Regression and Applications in Risk Control
Chaochao Chen, Jun Zhou, Li Wang, Xibin Wu, Wenjing Fang, Jin Tan, Lei Wang, Alex X. Liu, Hao Wang, Cheng Hong
- 2021 (modified: 24 Apr 2023)
- KDD 2021
- Readers: Everyone

View all 13 publications

Co-Authors

View all 43 co-authors