Zhou, Zhixin

14 publications

TMLR 2026 Game-Theoretic Defenses for Adversarially Robust Conformal Prediction Rui Luo, Jie Bao, Suqun Cao, Chuangyin Dang, Zhixin Zhou

AAAI 2025 Conformal Thresholded Intervals for Efficient Regression Rui Luo, Zhixin Zhou

AAAI 2025 Conformalized Interval Arithmetic with Symmetric Calibration Rui Luo, Zhixin Zhou

ICML 2025 Conformity Score Averaging for Classification Rui Luo, Zhixin Zhou

MLJ 2025 Enhanced Route Planning with Calibrated Uncertainty Set Lingxuan Tang, Rui Luo, Zhixin Zhou, Nicolò Colombo

ICML 2025 Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability Jie Bao, Chuangyin Dang, Rui Luo, Hanwei Zhang, Zhixin Zhou

AAAI 2025 Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training Ting Wang, Zhixin Zhou, Rui Luo

UAI 2025 Residual Reweighted Conformal Prediction for Graph Neural Networks Zheng Zhang, Jie Bao, Zhixin Zhou, Nicolo Colombo, Lixin Cheng, Rui Luo

ICLR 2023 Statistical Guarantees for Consensus Clustering Zhixin Zhou, Gautam Dudeja, Arash A Amini

AISTATS 2021 Principal Subspace Estimation Under Information Diffusion Fan Zhou, Ping Li, Zhixin Zhou

NeurIPS 2021 Rate-Optimal Subspace Estimation on Random Graphs Zhixin Zhou, Fan Zhou, Ping Li, Cun-Hui Zhang

JMLR 2020 Optimal Bipartite Network Clustering Zhixin Zhou, Arash A. Amini

JMLR 2019 Analysis of Spectral Clustering Algorithms for Community Detection: The General Bipartite Setting Zhixin Zhou, Arash A.Amini

NeurIPS 2019 Möbius Transformation for Fast Inner Product Search on Graph Zhixin Zhou, Shulong Tan, Zhaozhuo Xu, Ping Li