Tan, Jin

7 publications

ICML 2025 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

NeurIPS 2025 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

MLJ 2025 Optimized YOLOv8 for Lightweight and High-Precision Metal Surface Defect Detection in Industrial Applications Ruiping Li, Linchang Zhao, Hao Wei, Bocheng OuYang, Mu Zhang, Bing Fang, Guoqing Hu, Jin Tan

ACML 2024 A More Efficient Inference Model for Multimodal Emotion Recognition Liang Jia, Jin Tan, Lijin Qi, Mingwen Lin

ICML 2024 Ditto: Quantization-Aware Secure Inference of Transformers upon MPC Haoqi Wu, Wenjing Fang, Yancheng Zheng, Junming Ma, Jin Tan, Lei Wang

NeurIPS 2024 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

ICCV 2023 MPCViT: Searching for Accurate and Efficient MPC-Friendly Vision Transformer with Heterogeneous Attention Wenxuan Zeng, Meng Li, Wenjie Xiong, Tong Tong, Wen-jie Lu, Jin Tan, Runsheng Wang, Ru Huang