| 2025 | AAAI | Fully-Scalable Massively Parallel Algorithm for k-center with Outliers. | Di Wu, Qilong Feng, Junyu Huang, Jinhui Xu, Ziyun Huang, Jianxin Wang |
| 2025 | ICLR | New Algorithms for the Learning-Augmented k-means Problem. | Junyu Huang, Qilong Feng, Ziyun Huang, Zhen Zhang, Jinhui Xu, Jianxin Wang |
| 2025 | ICLR | TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram. | Mingxi Lei, Chunwei Ma, Meng Ding, Yufan Zhou, Ziyun Huang, Jinhui Xu |
| 2024 | AAAI | SEC: More Accurate Clustering Algorithm via Structural Entropy. | Junyu Huang, Qilong Feng, Jiahui Wang, Ziyun Huang, Jinhui Xu, Jianxin Wang |
| 2024 | ICML | Near-Linear Time Approximation Algorithms for k-means with Outliers. | Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang |
| 2023 | ICLR | Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning. | Chunwei Ma, Zhanghexuan Ji, Ziyun Huang, Yan Shen, Mingchen Gao, Jinhui Xu |
| 2023 | ICML | Fast Algorithms for Distributed k-Clustering with Outliers. | Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang |
| 2022 | ICALP | In-Range Farthest Point Queries and Related Problem in High Dimensions. | Ziyun Huang, Jinhui Xu |
| 2022 | ICLR | Few-shot Learning via Dirichlet Tessellation Ensemble. | Chunwei Ma, Ziyun Huang, Mingchen Gao, Jinhui Xu |
| 2022 | IJCAI | FLS: A New Local Search Algorithm for K-means with Smaller Search Space. | Junyu Huang, Qilong Feng, Ziyun Huang, Jinhui Xu, Jianxin Wang |
| 2021 | SODA | PTAS for Minimum Cost Multi-covering with Disks. | Ziyun Huang, Qilong Feng, Jianxin Wang, Jinhui Xu |
| 2021 | UAI | Improving uncertainty calibration of deep neural networks via truth discovery and geometric optimization. | Chunwei Ma, Ziyun Huang, Jiayi Xian, Mingchen Gao, Jinhui Xu |
| 2020 | ISAAC | A Unified Framework of FPT Approximation Algorithms for Clustering Problems. | Qilong Feng, Zhen Zhang, Ziyun Huang, Jinhui Xu, Jianxin Wang |
| 2019 | ISAAC | Improved Algorithms for Clustering with Outliers. | Qilong Feng, Zhen Zhang, Ziyun Huang, Jinhui Xu, Jianxin Wang |
| 2019 | ISAAC | Small Candidate Set for Translational Pattern Search. | Ziyun Huang, Qilong Feng, Jianxin Wang, Jinhui Xu |
| 2017 | ISAAC | An Efficient Sum Query Algorithm for Distance-based Locally Dominating Functions. | Ziyun Huang, Jinhui Xu |
| 2017 | WADS | Faster Algorithm for Truth Discovery via Range Cover. | Ziyun Huang, Hu Ding, Jinhui Xu |
| 2016 | ICPR | Finding rigid sub-structure patterns from 3D point-sets. | Zihe Chen, Danyang Chen, Hu Ding, Ziyun Huang, Zheshuo Li, Nitasha Sehgal, Andrew J. Fritz, Ronald Berezney, Jinhui Xu |
| 2016 | ISAAC | Distributed and Robust Support Vector Machine. | Yangwei Liu, Hu Ding, Ziyun Huang, Jinhui Xu |
| 2013 | FOCS | On Clustering Induced Voronoi Diagrams. | Danny Z. Chen, Ziyun Huang, Yangwei Liu, Jinhui Xu |