Publications
* Equal contribution or alphabetical ordering | 🎓 Student supervised | 📧 Corresponding author
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Journal Publications
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IEEE Transactions on Neural Networks and Learning Systems (TNNLS), accepted, to appearJournalarXivCode
BibTeX
@article{jin2024forgettable, title = {Forgettable Federated Linear Learning with Certified Data Removal}, author = {Jin, Ruinan and Chen, Minghui and Zhang, Qiong and Li, Xiaoxiao}, journal = {IEEE Transactions on Neural Networks and Learning Systems}, year = {2024}, publisher = {IEEE}, doi = {10.1109/TNNLS.2025.3578621} } -
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Journal of the Royal Statistical Society, Series B, 2026JournalarXivCodeSlides
BibTeX
@article{zhang2026byzantine, author = {Zhang, Qiong and Tan, Yan Shuo and Chen, Jiahua}, title = {Byzantine-tolerant distributed learning of finite mixture models}, journal = {Journal of the Royal Statistical Society Series B: Statistical Methodology}, pages = {qkag065}, year = {2026}, month = {04}, doi = {10.1093/jrsssb/qkag065}, url = {https://doi.org/10.1093/jrsssb/qkag065} } -
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IEEE Transactions on Information Theory, 2024JournalarXivCodeSlides
BibTeX
@article{zhang2024gaussian, title = {Gaussian Mixture Reduction With Composite Transportation Divergence}, author = {Zhang, Qiong and Zhang, Archer Gong and Chen, Jiahua}, journal = {IEEE Transactions on Information Theory}, year = {2024}, volume = {70}, number = {7}, pages = {5191--5212}, doi = {10.1109/TIT.2023.3323346} } -
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Journal of Machine Learning Research, 2022JournalarXivCodeTalkPoster
BibTeX
@article{zhang2022distributed, title = {Distributed Learning of Finite Gaussian Mixtures}, author = {Zhang, Qiong and Chen, Jiahua}, journal = {Journal of Machine Learning Research}, year = {2022}, volume = {23}, number = {1}, pages = {4265--4304}, url = {http://jmlr.org/papers/v23/21-0093.html} } -
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Advances and Innovations in Statistics and Data Science, Springer, 2022ChapterarXiv
BibTeX
@incollection{zhang2022minimum, title = {Minimum Wasserstein distance estimator under finite location-scale mixtures}, author = {Zhang, Qiong and Chen, Jiahua}, booktitle = {Advances and Innovations in Statistics and Data Science}, pages = {69--98}, year = {2022}, publisher = {Springer} } -
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Survey Methodology, 2019Journal
BibTeX
@article{chen2019small, title = {Small area quantile estimation via spline regression and empirical likelihood}, author = {Chen, Zhanshou and Chen, Jiahua and Zhang, Qiong}, journal = {Survey Methodology}, volume = {45}, number = {1}, pages = {81--99}, year = {2019} } -
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The Spine Journal, 2019Journal
BibTeX
@article{phan2019highlighting, title = {Highlighting discrepancies in walking prediction accuracy for patients with traumatic spinal cord injury}, author = {Phan, Philippe and Budhram, Brandon and Zhang, Qiong and Rivers, Carly S and Noonan, Vanessa K and Plashkes, Tova and Wai, Eugene K and Paquet, J{\'e}r{\^o}me and Roffey, Darren M and Tsai, Eve and others}, journal = {The Spine Journal}, volume = {19}, number = {4}, pages = {703--710}, year = {2019}, publisher = {Elsevier} }
Conference Publications
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International Conference on Learning Representations (ICLR), 2026PaperarXivCodePoster
BibTeX
@inproceedings{wang2026beyond, title = {Beyond Aggregation: Guiding Clients in Heterogeneous Federated Learning}, author = {Wang, Zijian and Zhang, Xiaofei and Zhang, Xin and Liu, Yukun and Zhang, Qiong}, booktitle = {The Fourteenth International Conference on Learning Representations}, year = {2026}, url = {https://openreview.net/forum?id=RZT1ixYGk1} } -
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Gaussian Herding across Pens: An optimal transport perspective on global Gaussian reduction for 3DGS SpotlightNeural Information Processing Systems (NeurIPS), 2025PaperarXivCodePoster
BibTeX
@inproceedings{wang2025gaussian, title = {Gaussian Herding across Pens: An Optimal Transport Perspective on Global Gaussian Reduction for 3DGS}, author = {Wang, Tao and Li, Mengyu and Zeng, Geduo and Meng, Cheng and Zhang, Qiong}, booktitle = {The Thirty-ninth Annual Conference on Neural Information Processing Systems}, year = {2025} } -
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International Conference on Learning Representations (ICLR), 2025PaperarXivCodePoster
BibTeX
@inproceedings{peng2025s4m, title = {S4M: S4 for Multivariate Time Series Forecasting with Missing Values}, author = {Peng, Jing and Yang, Meiqi and Zhang, Qiong and Li, Xiaoxiao}, booktitle = {The Thirteenth International Conference on Learning Representations}, year = {2025}, url = {https://openreview.net/forum?id=BkftcwIVmR} } -
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International Conference on Statistics: Theory and Applications (ICSTA), 2021ProceedingsTalk
BibTeX
@inproceedings{zhang2021robustness, title = {Robustness of Gaussian Mixture Reduction for Split-and-Conquer Learning of Finite Gaussian Mixtures}, author = {Zhang, Qiong and Chen, Jiahua}, booktitle = {Proceedings of the 3rd International Conference on Statistics: Theory and Applications (ICSTA'21)}, year = {2021} } -
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International Conference on Computer Vision (ICCV), 2021ProceedingsarXivPoster
BibTeX
@inproceedings{liang2021boosting, title = {Boosting the Generalization Capability in Cross-Domain Few-shot Learning via Noise-enhanced Supervised Autoencoder}, author = {Liang, Hanwen and Zhang, Qiong and Dai, Peng and Lu, Juwei}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision}, pages = {9424--9434}, year = {2021} } -
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CAAI International Conference on Artificial Intelligence, 2021ProceedingsarXivCodePoster
BibTeX
@inproceedings{ding2021classification, title = {Classification Beats Regression: Counting of Cells from Greyscale Microscopic Images Based on Annotation-Free Training Samples}, author = {Ding, Xin and Zhang, Qiong and Welch, William J}, booktitle = {CAAI International Conference on Artificial Intelligence}, pages = {662--673}, year = {2021}, organization = {Springer} } -
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IEEE Winter Conference on Applications of Computer Vision (WACV), 2018ProceedingsarXivCodeTalkPoster
BibTeX
@inproceedings{chang2018generating, title = {Generating Handwritten Chinese Characters Using CycleGAN}, author = {Chang, Bo and Zhang, Qiong and Pan, Shenyi and Meng, Lili}, booktitle = {2018 IEEE Winter Conference on Applications of Computer Vision (WACV)}, pages = {199--207}, year = {2018}, organization = {IEEE} }
Preprints
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