| 2026 | AAAI | Fast Conformal Prediction Using Conditional Interquantile Intervals. | Naixin Guo, Rui Luo, Zhixin Zhou |
| 2025 | AAAI | Conformalized Interval Arithmetic with Symmetric Calibration. | Rui Luo, Zhixin Zhou |
| 2025 | AAAI | Conformal Thresholded Intervals for Efficient Regression. | Rui Luo, Zhixin Zhou |
| 2025 | AAAI | Enhancing Trustworthiness of Graph Neural Networks with Rank-Based Conformal Training. | Ting Wang, Zhixin Zhou, Rui Luo |
| 2025 | ICML | Conformity Score Averaging for Classification. | Rui Luo, Zhixin Zhou |
| 2025 | ICML | Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability. | Jie Bao, Chuangyin Dang, Rui Luo, Hanwei Zhang, Zhixin Zhou |
| 2025 | UAI | Residual Reweighted Conformal Prediction for Graph Neural Networks. | Zheng Zhang, Jie Bao, Zhixin Zhou, Nicol Colombo, Lixin Cheng, Rui Luo |
| 2023 | ICLR | Statistical Guarantees for Consensus Clustering. | Zhixin Zhou, Gautam Dudeja, Arash A. Amini |
| 2021 | AISTATS | Principal Subspace Estimation Under Information Diffusion. | Fan Zhou, Ping Li, Zhixin Zhou |
| 2021 | KDD | Norm Adjusted Proximity Graph for Fast Inner Product Retrieval. | Shulong Tan, Zhaozhuo Xu, Weijie Zhao, Hongliang Fei, Zhixin Zhou, Ping Li |
| 2020 | WWW | Estimate the Implicit Likelihoods of GANs with Application to Anomaly Detection. | Shaogang Ren, Dingcheng Li, Zhixin Zhou, Ping Li |
| 2020 | WSDM | Fast Item Ranking under Neural Network based Measures. | Shulong Tan, Zhixin Zhou, Zhaozhuo Xu, Ping Li |
| 2019 | EMNLP | On Efficient Retrieval of Top Similarity Vectors. | Shulong Tan, Zhixin Zhou, Zhaozhuo Xu, Ping Li |
| 2019 | IGARSS | Low-Rank and Continuous Target Feature Enhancement for SAR Object Recognition. | Lin Chen, Xue Jiang, Zhou Li, Xingzhao Liu, Zhixin Zhou |
| 2014 | ADC | Sentiment Analysis on Twitter through Topic-Based Lexicon Expansion. | Zhixin Zhou, Xiuzhen Zhang, Mark Sanderson |
| 2012 | ADC | Sentiment classification of blog posts using topical extracts. | Zhixin Zhou, Xiuzhen Zhang, Phil Vines |
| 2011 | DCC | Fast Vector Quantization Algorithm for Hyperspectral Image Compression. | Yushi Chen, Yuhang Zhang, Ye Zhang, Zhixin Zhou |
| 2010 | ICASSP | A co-Gaussian Process based framework for remote sensing image change detection. | Keming Chen, Zhenglong Li, Jian Cheng, Zhixin Zhou, Hanqing Lu |
| 2009 | IGARSS | Semi-supervised Change Detection via Gaussian Processes. | Keming Chen, Chunlei Huo, Zhixin Zhou, Hanqing Lu, Jian Cheng |
| 2009 | IGARSS | A Variational Bayesian Approach to Remote Sensing Image Change Detection. | Keming Chen, Zhenglong Li, Jian Cheng, Zhixin Zhou, Hanqing Lu |
| 2009 | IGARSS | A Variational Co-training Framework for Remote Sensing Image Segmentation. | Keming Chen, Zhenglong Li, Jian Cheng, Zhixin Zhou, Hanqing Lu |
| 2008 | ICNC | Unsupervised Change Detection in High Spatial Resolution Optical Imagery Based on Modified Hopfield Neural Network. | Keming Chen, Chunlei Huo, Zhixin Zhou, Hanqing Lu |
| 2008 | ICPR | Change detection based on adaptive Markov Random Fields. | Keming Chen, Chunlei Huo, Jian Cheng, Zhixin Zhou, Hanqing Lu |
| 2008 | IGARSS | Unsupervised Change Detection in SAR Image using Graph Cuts. | Keming Chen, Chunlei Huo, Zhixin Zhou, Hanqing Lu |
| 2008 | IGARSS | A Multilevel Contextual Approach to Change Detection for very high Resolution Images. | Chunlei Huo, Keming Chen, Zhixin Zhou, Hanqing Lu, Jian Cheng, Qingshan Liu |
| 2008 | IGARSS | Urban Change Detection based on Local Features and Multiscale Fusion. | Chunlei Huo, Zhixin Zhou, Qingshan Liu, Jian Cheng, Hanqing Lu, Keming Chen |
| 2007 | IGARSS | An interferometric imaging altimeter applied for both ocean and land observation. | Yunhua Zhang, Xiangkun Zhang, Xin Meng, Wei Luo, Zhixin Zhou, Jingshan Jiang |
| 2006 | IGARSS | Road Extraction from High-Resolution SAR Image on Urban Area. | Chuanzhao Han, Zhixin Zhou, JunJie Zhu, Chibiao Ding |
| 2004 | ICASSP | Motion correction in synthetic aperture radar using subaperture techniques. | Zhonghou Zheng, Xingzhao Liu, Zhixin Zhou |