| 2026 | AAAI | SEED: Spectral Entropy-Guided Evaluation of Spatial-Temporal Dependencies for Multivariate Time Series Forecasting. | Feng Xiong, Zongxia Xie, Yanru Sun, Haoyu Wang, Jianhong Lin |
| 2025 | AAAI | Hierarchical Classification Auxiliary Network for Time Series Forecasting. | Yanru Sun, Zongxia Xie, Dongyue Chen, Emadeldeen Eldele, Qinghua Hu |
| 2025 | DASFAA | MPPG: Pluggable Multi-Periodic Pattern-Guided Approach for Multivariate Time Series Anomaly Detection. | Zhaobin Meng, Zongxia Xie |
| 2025 | ICASSP | Frequency-Domain Popularity Forecasting with Shape-Based Retrieval. | Canhua Guan, Zongxia Xie, Haoyu Wang, Haoyu Xing |
| 2025 | ICML | Patch-wise Structural Loss for Time Series Forecasting. | Dilfira Kudrat, Zongxia Xie, Yanru Sun, Tianyu Jia, Qinghua Hu |
| 2025 | ICML | LangTime: A Language-Guided Unified Model for Time Series Forecasting with Proximal Policy Optimization. | Wenzhe Niu, Zongxia Xie, Yanru Sun, Wei He, Man Xu, Chao Hao |
| 2025 | ICRA | VLN-KHVR: Knowledge-And-History Aware Visual Representation for Continuous Vision-and-Language Navigation. | Ping Kong, Ruonan Liu, Zongxia Xie, Zhibo Pang |
| 2025 | ICRA | Map-SemNav: Advancing Zero-Shot Continuous Vision-and-Language Navigation Through Visual Semantics and Map Integration. | Shuai Wu, Ruonan Liu, Zongxia Xie, Zhibo Pang |
| 2023 | CIKM | AFRF: Angle Feature Retrieval Based Popularity Forecasting. | Haoyu Wang, Zongxia Xie, Meiyao Liu, Canhua Guan |
| 2022 | IJCNN | Uncertainty prediction and calibration using multi-expert gating mechanism. | Kun Cao, Zongxia Xie |
| 2021 | Interspeech | Emitting Word Timings with HMM-Free End-to-End System in Automatic Speech Recognition. | Xianzhao Chen, Hao Ni, Yi He, Kang Wang, Zejun Ma, Zongxia Xie |
| 2020 | SMC | Interval prediction for time series based on LSTM and mixed Gaussian distribution. | Zongxia Xie, Renhui Li, Hui Hu |
| 2019 | ICANN | Composite Quantile Regression Long Short-Term Memory Network. | Zongxia Xie, Hao Wen |
| 2017 | ICONIP | A Pixel-to-Pixel Convolutional Neural Network for Single Image Dehazing. | Chengkai Zhu, Yucan Zhou, Zongxia Xie |
| 2016 | PAKDD | Locally Weighted Ensemble Learning for Regression. | Man Yu, Zongxia Xie, Hong Shi, Qinghua Hu |
| 2007 | PAKDD | Consistency Based Attribute Reduction. | Qinghua Hu, Hui Zhao, Zongxia Xie, Daren Yu |
| 2006 | ISNN | Improved Feature Selection Algorithm Based on SVM and Correlation. | Zongxia Xie, Qinghua Hu, Daren Yu |
| 2005 | ICNC | Fuzzy Output Support Vector Machines for Classification. | Zongxia Xie, Qinghua Hu, Daren Yu |
| 2005 | SDM | Hybrid Attribute Reduction for Classification Based on A Fuzzy Rough Set Technique. | Qinghua Hu, Daren Yu, Zongxia Xie |