| 2026 | AAAI | Efficient Few-Step Solution Generation via Discrete Flow Matching for Combinatorial Optimization. | Yuanshu Li, Di Wang, Wei Du, Xuan Wu, Peng Zhao, Yubin Xiao, You Zhou |
| 2026 | HPDC | QProR: An Efficient Framework for Quantity-of-Interest Based Progressive Retrieval with Guaranteed Error Control. | Wenbo Li, Qian Gong, Xuan Wu, Jieyang Chen, Qing Liu, Xubin He, Norbert Podhorszki, Scott Klasky, Xin Liang |
| 2026 | ICALP | Towards Tight Robust Coresets for k-Medians Clustering. | Lingxiao Huang, Zhenyu Jiang, Yi Li, Xuan Wu |
| 2026 | ICDE | Enabling Homomorphic Analytical Operations on Compressed Scientific Data with Multi-Stage Decompression. | Xuan Wu, Sheng Di, Tripti Agarwal, Kai Zhao, Xin Liang, Franck Cappello |
| 2025 | CVPR | AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation. | Datao Tang, Xiangyong Cao, Xuan Wu, Jialin Li, Jing Yao, Xueru Bai, Dongsheng Jiang, Yin Li, Deyu Meng |
| 2025 | ICLR | Youku Dense Caption: A Large-scale Chinese Video Dense Caption Dataset and Benchmarks. | Zixuan Xiong, Guangwei Xu, Wenkai Zhang, Yuan Miao, Xuan Wu, LinHai, Ruijie Guo, Hai-Tao Zheng |
| 2025 | ICML | Robust Sparsification via Sensitivity. | Chansophea Wathanak In, Yi Li, David P. Woodruff, Xuan Wu |
| 2025 | IJCAI | DGL: Dynamic Global-Local Information Aggregation for Scalable VRP Generalization with Self-Improvement Learning. | Yubin Xiao, Yuesong Wu, Rui Cao, Di Wang, Zhiguang Cao, Xuan Wu, Peng Zhao, Yuanshu Li, You Zhou, Yuan Jiang |
| 2025 | IROS | L-SNI: A Language-Driven Semantic Navigation System for Inspection Tasks. | Jiawang Ma, Weichen Guo, Xuan Wu, Zinan Zhuang, Rongxiang Zeng, Yongliang Shi, Gang Ma |
| 2025 | ISCAS | Low-power StrongARM Comparator Exploration for Sub-3nm Technology Node. | Xuan Wu, Kristof Dens, Gioele Mirabelli, Francky Catthoor, Patrick Reynaert |
| 2025 | KDD | Efficient Heuristics Generation for Solving Combinatorial Optimization Problems Using Large Language Models. | Xuan Wu, Di Wang, Chunguo Wu, Lijie Wen, Chunyan Miao, Yubin Xiao, You Zhou |
| 2025 | KDD | Towards Efficient Few-shot Graph Neural Architecture Search via Partitioning Gradient Contribution. | Wenhao Song, Xuan Wu, Bo Yang, You Zhou, Yubin Xiao, Yanchun Liang, Hongwei Ge, Heow Pueh Lee, Chunguo Wu |
| 2025 | KDD | An Efficient Diffusion-based Non-Autoregressive Solver for Traveling Salesman Problem. | Mingzhao Wang, You Zhou, Zhiguang Cao, Yubin Xiao, Xuan Wu, Wei Pang, Yuan Jiang, Hui Yang, Peng Zhao, Yuanshu Li |
| 2025 | KDD | A Neuro-Symbolic Approach to Symbol Grounding for ALC-Ontologies. | Xuan Wu, Yizheng Zhao |
| 2025 | WWW | Dual Operation Aggregation Graph Neural Networks for Solving Flexible Job-Shop Scheduling Problem with Reinforcement Learning. | Peng Zhao, You Zhou, Di Wang, Zhiguang Cao, Yubin Xiao, Xuan Wu, Yuanshu Li, Hongjia Liu, Wei Du, Yuan Jiang, Liupu Wang |
| 2025 | SODA | Coresets for Constrained Clustering: General Assignment Constraints and Improved Size Bounds. | Lingxiao Huang, Jian Li, Pinyan Lu, Xuan Wu |
| 2024 | AAAI | Distilling Autoregressive Models to Obtain High-Performance Non-autoregressive Solvers for Vehicle Routing Problems with Faster Inference Speed. | Yubin Xiao, Di Wang, Boyang Li, Mingzhao Wang, Xuan Wu, Changliang Zhou, You Zhou |
| 2024 | ECCV | Uncertainty-Aware Sign Language Video Retrieval with Probability Distribution Modeling. | Xuan Wu, Hongxiang Li, Yuanjiang Luo, Xuxin Cheng, Xianwei Zhuang, Meng Cao, Keren Fu |
| 2024 | ICDE | Preserving Topological Feature with Sign-of-Determinant Predicates in Lossy Compression: A Case Study of Vector Field Critical Points. | Mingze Xia, Sheng Di, Franck Cappello, Pu Jiao, Kai Zhao, Jinyang Liu, Xuan Wu, Xin Liang, Hanqi Guo |
| 2024 | ICRA | An Onboard Framework for Staircases Modeling Based on Point Clouds. | Chun Qing, Rongxiang Zeng, Xuan Wu, Yongliang Shi, Gan Ma |
| 2024 | ICRA | Research on bionic foldable wing for flapping wing micro air vehicle. | Shengjie Xiao, Kai Hu, Yuhong Sun, Yun Wang, Bo Qin, Huichao Deng, Xuan Wu, Xilun Ding |
| 2024 | MICCAI | Textual Inversion and Self-supervised Refinement for Radiology Report Generation. | Yuanjiang Luo, Hongxiang Li, Xuan Wu, Meng Cao, Xiaoshuang Huang, Zhihong Zhu, Peixi Liao, Hu Chen, Yi Zhang |
| 2024 | SC | Error-controlled Progressive Retrieval of Scientific Data under Derivable Quantities of Interest. | Xuan Wu, Qian Gong, Jieyang Chen, Qing Liu, Norbert Podhorszki, Xin Liang, Scott Klasky |
| 2024 | STOC | On Optimal Coreset Construction for Euclidean (k, z)-Clustering. | Lingxiao Huang, Jian Li, Xuan Wu |
| 2023 | ACML | Single Image Super-resolution Based On Non-subsampled Shearlet Transform. | Ming Tan, Liang Chen, Xuan Wu, Yi Wu |
| 2023 | ICLR | Near-optimal Coresets for Robust Clustering. | Lingxiao Huang, Shaofeng H.-C. Jiang, Jianing Lou, Xuan Wu |
| 2023 | ICML | On Coresets for Clustering in Small Dimensional Euclidean spaces. | Lingxiao Huang, Ruiyuan Huang, Zengfeng Huang, Xuan Wu |
| 2023 | ICONIP | Leveraging Hierarchical Similarities for Contrastive Clustering. | Yuanshu Li, Yubin Xiao, Xuan Wu, Lei Song, Yanchun Liang, You Zhou |
| 2022 | AISTATS | New Coresets for Projective Clustering and Applications. | Murad Tukan, Xuan Wu, Samson Zhou, Vladimir Braverman, Dan Feldman |
| 2022 | COLING | Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases. | Xixin Hu, Xuan Wu, Yiheng Shu, Yuzhong Qu |
| 2022 | FOCS | The Power of Uniform Sampling for Coresets. | Vladimir Braverman, Vincent Cohen-Addad, Shaofeng H.-C. Jiang, Robert Krauthgamer, Chris Schwiegelshohn, Mads Bech Toftrup, Xuan Wu |
| 2022 | WWW | Creating Signature-Based Views for Description Logic Ontologies with Transitivity and Qualified Number Restrictions. | Yue Xiang, Xuan Wu, Chang Lu, Yizheng Zhao |
| 2021 | CISS | Improved Monte Carlo Estimation of the Fisher Information Matrix with Independent Perturbations. | Xuan Wu, James C. Spall |
| 2021 | KR | Metadata-based Term Selection for Modularization and Uniform Interpolation of OWL Ontologies. | Xinhao Zhu, Xuan Wu, Ruiqing Zhao, Yu Dong, Yizheng Zhao |
| 2021 | WWW | Computing Views of OWL Ontologies for the Semantic Web. | Jiaqi Li, Xuan Wu, Chang Lu, Wenxing Deng, Yizheng Zhao |
| 2021 | SODA | Coresets for Clustering in Excluded-minor Graphs and Beyond. | Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu |
| 2020 | AAAI | Multi-View Partial Multi-Label Learning with Graph-Based Disambiguation. | Ze-Sen Chen, Xuan Wu, Qing-Guo Chen, Yao Hu, Min-Ling Zhang |
| 2020 | CIKM | UI-FAME: A High-Performance Forgetting System for Creating Views of Ontologies. | Xuan Wu, Wenxing Deng, Chang Lu, Hao Feng, Yizheng Zhao |
| 2020 | ICML | Coresets for Clustering in Graphs of Bounded Treewidth. | Daniel N. Baker, Vladimir Braverman, Lingxiao Huang, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu |
| 2020 | KDD | Feature-Induced Manifold Disambiguation for Multi-View Partial Multi-label Learning. | Jing-Han Wu, Xuan Wu, Qing-Guo Chen, Yao Hu, Min-Ling Zhang |
| 2019 | AAAI | CAFE: Adaptive VDI Workload Prediction with Multi-Grained Features. | Yao Zhang, Wen-Ping Fan, Xuan Wu, Hua Chen, Bin-Yang Li, Min-Ling Zhang |
| 2019 | ICML | Coresets for Ordered Weighted Clustering. | Vladimir Braverman, Shaofeng H.-C. Jiang, Robert Krauthgamer, Xuan Wu |
| 2019 | IJCAI | Multi-View Multi-Label Learning with View-Specific Information Extraction. | Xuan Wu, Qing-Guo Chen, Yao Hu, Dengbao Wang, Xiaodong Chang, Xiaobo Wang, Min-Ling Zhang |
| 2018 | CIKM | A Quest for Structure: Jointly Learning the Graph Structure and Semi-Supervised Classification. | Xuan Wu, Lingxiao Zhao, Leman Akoglu |
| 2018 | FOCS | Epsilon-Coresets for Clustering (with Outliers) in Doubling Metrics. | Lingxiao Huang, Shaofeng H.-C. Jiang, Jian Li, Xuan Wu |
| 2018 | IJCAI | Towards Enabling Binary Decomposition for Partial Label Learning. | Xuan Wu, Min-Ling Zhang |
| 2017 | ICASSP | Color demosaicking via nonlocal tensor representation. | Lili Huang, Xuan Wu, Wenze Shao, Hongyi Liu, Zhihui Wei, Liang Xiao |
| 2017 | IECON | Optimal methodology for the inverter output current in LCL inductive power transfer systems. | Xuan Wu, Xuejun Ma, Guozhen Hu, Junkun Zhang |
| 2016 | EMNLP | Enhanced Personalized Search using Social Data. | Dong Zhou, Samus Lawless, Xuan Wu, Wenyu Zhao, Jianxun Liu |
| 2010 | HRI | Robust spoken instruction understanding for HRI. | Rehj Cantrell, Matthias Scheutz, Paul W. Schermerhorn, Xuan Wu |
| 2009 | GLOBECOM | Bundle Protocol (BP) over Licklider Transmission Protocol (LTP) for Cislunar Communications. | Ruhai Wang, Tiaotiao Wang, Xuan Wu |
| 2009 | GLOBECOM | Experimental Evaluation of Delay Tolerant Networking (DTN) Protocols for Long-Delay Cislunar Communications. | Ruhai Wang, Xuan Wu, Tiaotiao Wang, Tarik Taleb |