| 2026 | INFOCOM | TPipe: Efficient Spiking Transformer Training with Time Parallelism and Asynchronous Pipeline. | Yubing Bao, ZhiHui Lu, Qiang Duan, Changze Lv, Xin Du, Zeyi Deng, Jingqi Feng, Sen Liu, Yang Chen, Xin Wang |
| 2026 | WWW | MASI: Memory-Adaptive Inference Framework for Spiking Neural Networks on Edge Devices. | Di Yu, Helin Zheng, Changze Lv, Xin Du, Linshan Jiang, Xiang Liu, Gang Pan, Shuiguang Deng |
| 2025 | AAAI | Information-Theoretic Generative Clustering of Documents. | Xin Du, Kumiko Tanaka-Ishii |
| 2025 | ICDCS | Efficient Joint Communication and Computation Placement for Large-scale SNN Simulation on Supercomputers. | Yubing Bao, Zhihui Lu, Xin Du, Qiang Duan, Jirui Yang, Jin Zhao, Geyong Min, Yang Chen, Shijing Hu, Xin Wang |
| 2025 | ICDM | Beyond Discriminant Patterns: On the Robustness of Decision Rule Ensembles. | Xin Du, Subramanian Ramamoorthy, Wouter Duivesteijn, Jin Tian, Mykola Pechenizkiy |
| 2025 | ICML | MetricEmbedding: Accelerate Metric Nearness by Tropical Inner Product. | Muyang Cao, Jiajun Yu, Xin Du, Gang Pan, Wei Wang |
| 2025 | ICML | Dendritic Localized Learning: Toward Biologically Plausible Algorithm. | Changze Lv, Jingwen Xu, Yiyang Lu, Xiaohua Wang, Zhenghua Wang, Zhibo Xu, Di Yu, Xin Du, Xiaoqing Zheng, Xuanjing Huang |
| 2025 | ICPP | BMapper: A Scalable and Efficient Framework for Brain Simulations Acceleration on Supercomputers. | Yubing Bao, Zhihui Lu, Qiang Duan, Xin Du, Zhongyu Chen, Yicong Zhao, Xiaoyi Li, Yandan Tan, Shuhan Yang, Ziyi Wang, Yang Chen, Yang Xu |
| 2025 | IJCAI | Exploiting Label Skewness for Spiking Neural Networks in Federated Learning. | Di Yu, Xin Du, Linshan Jiang, Huijing Zhang, Shuiguang Deng |
| 2025 | IJCAI | ECC-SNN: Cost-Effective Edge-Cloud Collaboration for Spiking Neural Networks. | Di Yu, Changze Lv, Xin Du, Linshan Jiang, Wentao Tong, Zhenyu Liao, Xiaoqing Zheng, Shuiguang Deng |
| 2025 | IJCAI | Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks. | Di Yu, Changze Lv, Xin Du, Linshan Jiang, Qing Yin, Wentao Tong, Xiaoqing Zheng, Shuiguang Deng |
| 2025 | IJCAI | Universal Backdoor Defense via Label Consistency in Vertical Federated Learning. | Peng Chen, Haolong Xiang, Xin Du, Xiaolong Xu, Xuhao Jiang, Zhihui Lu, Jirui Yang, Qiang Duan, Wanchun Dou |
| 2025 | IJCAI | Backdoor Attack on Vertical Federated Graph Neural Network Learning. | Jirui Yang, Peng Chen, Zhihui Lu, Jianping Zeng, Qiang Duan, Xin Du, Ruijun Deng |
| 2025 | VTC | Full-Wave Analysis for Passive Reflector as Shadowing Mitigation Strategy at mmWaves. | Xin Du, Hidekazu Murata, Suguru Kameda |
| 2024 | APCC | Experimental Performance of Frequency-Domain MIMO Receiver Using 25.9 GHz Terminal Collaboration. | Ryosuke Kanda, Hidekazu Murata, Xin Du, Satoshi Suyama, Huiling Jiang |
| 2024 | APCC | Human-Blockage Comparison Between SHF and UHF Bands: A Reciprocating Motion Pedestrian Case. | Shotaro Shigenaga, Xin Du, Hidekazu Murata, Satoshi Suyama, Huiling Jiang |
| 2024 | HPCC | Anomaly Localization in Industrial Cyber-Physical Systems Via a Digital Twin-Driven Multi-Task Network. | Xin Du, Chunjie Zhou, Kunkun Wang |
| 2024 | ICASSP | CDA-MBPO: Corrected Data Aggregation for Model-Based Policy Optimization. | Xin Du, Shan Zhong, Wenhao Ying, Yi Wang, Shengrong Gong |
| 2024 | ICML | Bottleneck-Minimal Indexing for Generative Document Retrieval. | Xin Du, Lixin Xiu, Kumiko Tanaka-Ishii |
| 2024 | IJCAI | EC-SNN: Splitting Deep Spiking Neural Networks for Edge Devices. | Di Yu, Xin Du, Linshan Jiang, Wentao Tong, Shuiguang Deng |
| 2024 | KSEM | A Hierarchical Neural Task Scheduling Algorithm in the Operating System of Neuromorphic Computers. | Lei Huang, Pan Lv, Xin Du, Ouwen Jin, Shuiguang Deng |
| 2023 | ICSE | Identifying Key Classes for Initial Software Comprehension: Can We Do It Better? | Weifeng Pan, Xin Du, Ming Hua, Dae-Kyoo Kim, Zijiang Yang |
| 2023 | ICWS | HSFL: Efficient and Privacy-Preserving Offloading for Split and Federated Learning in IoT Services. | Ruijun Deng, Xin Du, Zhihui Lu, Qiang Duan, Shih-Chia Huang, Jie Wu |
| 2023 | PAKDD | Multi-Agent Meta-Reinforcement Learning with Coordination and Reward Shaping for Traffic Signal Control. | Xin Du, Jiahai Wang, Siyuan Chen |
| 2022 | ACCV | Modular Degradation Simulation and Restoration for Under-Display Camera. | Yang Zhou, Yuda Song, Xin Du |
| 2022 | APWEB | Automatic Report Generation Method based on Multiscale Feature Extraction and Word Attention Network. | Xin Du, Haiwei Pan, Kejia Zhang, Shuning He, Xiaofei Bian, Weipeng Chen |
| 2022 | ECCV | Multi-Curve Translator for High-Resolution Photorealistic Image Translation. | Yuda Song, Hui Qian, Xin Du |
| 2022 | GLOBECOM | SemAudio: Semantic-Aware Streaming Communications for Real-Time Audio Transmission. | Hao Wei, Wenjun Xu, Fengyu Wang, Xin Du, Tiankui Zhang, Ping Zhang |
| 2022 | ICARCV | FreSCo: Frequency-Domain Scan Context for LiDAR-based Place Recognition with Translation and Rotation Invariance. | Yongzhi Fan, Xin Du, Lun Luo, Jizhong Shen |
| 2022 | ICPP | Regularizing Sparse and Imbalanced Communications for Voxel-based Brain Simulations on Supercomputers. | Yuhao Liu, Xin Du, Zhihui Lu, Qiang Duan, Jianfeng Feng, Minglong Wang, Jie Wu |
| 2022 | IJCAI | DPVI: A Dynamic-Weight Particle-Based Variational Inference Framework. | Chao Zhang, Zhijian Li, Xin Du, Hui Qian |
| 2022 | ICSE | Exploiting Input Sanitization for Regex Denial of Service. | Efe Barlas, Xin Du, James C. Davis |
| 2022 | ICWS | BIECS: A Blockchain-based Intelligent Edge Cooperation System for Latency-Sensitive Services. | Xin Du, Xuzhao Chen, Zhihui Lu, Qiang Duan, Yujie Wang, Jie Wu |
| 2022 | PRICAI | VMEKNet: Visual Memory and External Knowledge Based Network for Medical Report Generation. | Weipeng Chen, Haiwei Pan, Kejia Zhang, Xin Du, Qianna Cui |
| 2021 | CHI | RobotAR: An Augmented Reality Compatible Teleconsulting Robotics Toolkit for Augmented Makerspace Experiences. | Ana M. Villanueva, Ziyi Liu, Zhengzhe Zhu, Xin Du, Joey Huang, Kylie A. Peppler, Karthik Ramani |
| 2021 | DASFAA | A Semi-supervised Framework with Efficient Feature Extraction and Network Alignment for User Identity Linkage. | Zehua Hu, Jiahai Wang, Siyuan Chen, Xin Du |
| 2021 | ICCV | StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement. | Yuda Song, Hui Qian, Xin Du |
| 2021 | IJCAI | SHPOS: A Theoretical Guaranteed Accelerated Particle Optimization Sampling Method. | Zhijian Li, Chao Zhang, Hui Qian, Xin Du, Lingwei Peng |
| 2020 | AAAI | Fairness in Network Representation by Latent Structural Heterogeneity in Observational Data. | Xin Du, Yulong Pei, Wouter Duivesteijn, Mykola Pechenizkiy |
| 2020 | ACL | Stock Embeddings Acquired from News Articles and Price History, and an Application to Portfolio Optimization. | Xin Du, Kumiko Tanaka-Ishii |
| 2020 | AMIA | Improving Anticoagulant Treatment Strategies of Atrial Fibrillation Using Reinforcement Learning. | Lei Zuo, Xin Du, Wei Zhao, Chao Jiang, Shijun Xia, Liu He, Rong Liu, Ribo Tang, Rong Bai, Jianzeng Dong, Xingzhi Sun, Gang Hu, Guotong Xie, Changsheng Ma |
| 2020 | ECAI | A Novel Framework with Information Fusion and Neighborhood Enhancement for User Identity Linkage. | Siyuan Chen, Jiahai Wang, Xin Du, Yanqing Hu |
| 2020 | ICPR | Automatical Enhancement and Denoising of Extremely Low-light Images. | Yuda Song, Yunfang Zhu, Xin Du |
| 2020 | ICWS | A Novel Data Placement Strategy for Data-Sharing Scientific Workflows in Heterogeneous Edge-Cloud Computing Environments. | Xin Du, Songtao Tang, Zhihui Lu, Jie Wu, Keke Gai, Patrick C. K. Hung |
| 2020 | ICWS | ORHRC: Optimized Recommendations of Heterogeneous Resource Configurations in Cloud-Fog Orchestrated Computing Environments. | Ai Xiao, Zhihui Lu, Xin Du, Jie Wu, Patrick C. K. Hung |
| 2018 | EDM | ELBA: Exceptional Learning Behavior Analysis. | Xin Du, Wouter Duivesteijn, Mykola Pechenizkiy |
| 2018 | ICA3PP | Comparative Study of Distributed Deep Learning Tools on Supercomputers. | Xin Du, Di Kuang, Yan Ye, Xinxin Li, Mengqiang Chen, Yunfei Du, Weigang Wu |
| 2017 | AMIA | Bootstrap-based Feature Selection to Balance Model Discrimination and Predictor Significance: A Study of Stroke Prediction in Atrial Fibrillation. | Xiang Li, Zhaonan Sun, Xin Du, Haifeng Liu, Gang Hu, Guotong Xie |
| 2017 | IGARSS | Projection pursuit learning network algorithm for plant classification. | Hongga Li, Yarong Zou, Xiaoxia Huang, Renrong Jiang, Xia Li, Xin Du, Yilan Liu |
| 2016 | AMIA | Integrated Machine Learning Approaches for Predicting Ischemic Stroke and Thromboembolism in Atrial Fibrillation. | Xiang Li, Haifeng Liu, Xin Du, Ping Zhang, Gang Hu, Guo Tong Xie, Shijing Guo, Meilin Xu, Xiaoping Xie |
| 2015 | CEC | An evolutionary algorithm for performance optimization at software architecture level. | Xin Du, Youcong Ni, Peng Ye, Xin Yao, Leandro L. Minku, Ruliang Xiao |
| 2015 | GECCO | A Multi-objective Evolutionary Algorithm for Rule-based Performance Optimization at Software Architecture Level. | Xin Du, Youcong Ni, Peng Ye |
| 2015 | UIC | Design of a Wearable Device for Monitoring SpO2 Continuously. | Junwei Xue, Yueshan Huang, Xin Du, Xiuyong Wu, Kai Wu, Weijie Zeng, Yusheng Xi, Yimin Chen, Yu Zhao |
| 2014 | IGARSS | Assessment of land degradation using time series trends analysis of vegetation indictors in Beijing-Tianjin dust and sandstorm source region. | Hongyan Wang, Qiangzi Li, Zhihai Gao, Bin Sun, Xin Du |
| 2013 | ICCV | Multi-view 3D Reconstruction from Uncalibrated Radially-Symmetric Cameras. | Jae-Hak Kim, Yuchao Dai, Hongdong Li, Xin Du, Jonghyuk Kim |
| 2013 | IGARSS | Estimate rice acreage in Hunan province using the China Environment Satellite data. | Huanxue Zhang, Qiangzi Li, Xin Du, Miao Zhang |
| 2013 | IGARSS | Wheat yield estimation in Russia with modis time-series data based on light use efficiency model. | Xin Du, Jihua Meng, Igor V. Savin, Qiangzi Li |
| 2012 | ICNC | Multi-modulus blind equalization algorithm based on high-order QAM genetic optimization. | Youcong Ni, Xin Du, Ruliang Xiao, Cheng Wang Xie |
| 2011 | ICRA | A novel rectification framework for coaxial omni-directional stereo. | Jie Lei, Xin Du, Jilin Liu |
| 2009 | GECCO | Convergence analysis of gene expression programming based on maintaining elitist. | Xin Du, Lin Xin Ding, Chen Wang Xie, Xing Xu, Shen wen Wang, Li Chen |
| 2009 | GECCO | Parameter estimation for asymptotic regression model by particle swarm optimization. | Xing Xu, Yuanxiang Li, Yu Wu, Xin Du |
| 2009 | ICASSP | Centra catadioptric camera calibration with single image. | Lei Zhang, Xin Du, Yunfang Zhu, Jilin Liu |
| 2008 | CIS | Research of Applying Information Entropy and Clustering Technique on Network Traffic Analysis. | Xin Du, Yingjie Yang, Xiaowen Kang |
| 2008 | ICNC | Asynchronous Distributed Parallel Gene Expression Programming Based on Estimation of Distribution Algorithm. | Xin Du, Lixin Ding, Liyuan Jia |
| 2007 | ACC | An Adaptive Approach to State Feedback Tracking Control of Systems with Actuator Failures. | Xin Du, Guang-Hong Yang |
| 2007 | ISNN | Monocular Vision Based Obstacle Detection for Robot Navigation in Unstructured Environment. | Yehu Shen, Xin Du, Jilin Liu |
| 2005 | IGARSS | A camera calibration technique based on plane square. | Xin Du, Xiaoguang Zhao |