Lin, Zhen

12 publications

ICML 2024 Certifiably Byzantine-Robust Federated Conformal Prediction Mintong Kang, Zhen Lin, Jimeng Sun, Cao Xiao, Bo Li

TMLR 2024 Generating with Confidence: Uncertainty Quantification for Black-Box Large Language Models Zhen Lin, Shubhendu Trivedi, Jimeng Sun

NeurIPS 2023 CoDrug: Conformal Drug Property Prediction with Density Estimation Under Covariate Shift Siddhartha Laghuvarapu, Zhen Lin, Jimeng Sun

ICML 2023 Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control Zhen Lin, Shubhendu Trivedi, Cao Xiao, Jimeng Sun

ICLR 2023 Taking a Step Back with KCal: Multi-Class Kernel-Based Calibration for Deep Neural Networks Zhen Lin, Shubhendu Trivedi, Jimeng Sun

TMLR 2022 Conformal Prediction Intervals with Temporal Dependence Zhen Lin, Shubhendu Trivedi, Jimeng Sun

NeurIPS 2022 Conformal Prediction with Temporal Quantile Adjustments Zhen Lin, Shubhendu Trivedi, Jimeng Sun

AAAI 2022 SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models Zhen Lin, Lucas Glass, M. Brandon Westover, Cao Xiao, Jimeng Sun

NeurIPS 2021 Locally Valid and Discriminative Prediction Intervals for Deep Learning Models Zhen Lin, Shubhendu Trivedi, Jimeng Sun

NeurIPS 2019 In-Place Zero-Space Memory Protection for CNN Hui Guan, Lin Ning, Zhen Lin, Xipeng Shen, Huiyang Zhou, Seung-Hwan Lim

NeurIPS 2018 Clebsch–Gordan Nets: A Fully Fourier Space Spherical Convolutional Neural Network Risi Kondor, Zhen Lin, Shubhendu Trivedi

AAAI 2014 Context-Aware Collaborative Topic Regression with Social Matrix Factorization for Recommender Systems Chaochao Chen, Xiaolin Zheng, Yan Wang, Fuxing Hong, Zhen Lin