| 2026 | AAAI | Sparse-Scale Transformer with Bidirectional Awareness for Time Series Forecasting. | Ying Liu, Bo Liu, Sheng Huang, Gang Luo, Wenbo Hu, Meng Wang, Richang Hong |
| 2026 | AAAI | U2B: Scale-unbiased Representation Converter for Graph Classification with Imbalanced and Balanced Scale Distributions. | Guanjun Wang, Jianhao Zhang, Jiaming Ma, Sheng Huang, Pengkun Wang, Zhengyang Zhou, Binwu Wang, Yang Wang |
| 2025 | AAAI | THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings. | Bowen Deng, Tong Wang, Lele Fu, Sheng Huang, Chuan Chen, Tao Zhang |
| 2025 | AAAI | Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data. | Lele Fu, Sheng Huang, Yanyi Lai, Tianchi Liao, Chuanfu Zhang, Chuan Chen |
| 2025 | ICASSP | Spatiotemporal Causal Decoupling Model for Air Quality Forecasting. | Jiaming Ma, Guanjun Wang, Sheng Huang, Kuo Yang, Binwu Wang, Pengkun Wang, Yang Wang |
| 2025 | ICML | Towards Understanding Parametric Generalized Category Discovery on Graphs. | Bowen Deng, Lele Fu, Jialong Chen, Sheng Huang, Tianchi Liao, Zhang Tao, Chuan Chen |
| 2025 | ICML | Less is More: Federated Graph Learning with Alleviating Topology Heterogeneity from A Causal Perspective. | Lele Fu, Bowen Deng, Sheng Huang, Tianchi Liao, Shirui Pan, Chuan Chen |
| 2025 | IJCAI | Learn from Global Rather Than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering. | Lele Fu, Bowen Deng, Sheng Huang, Tianchi Liao, Chuanfu Zhang, Chuan Chen |
| 2025 | IJCAI | FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data. | Sheng Huang, Lele Fu, Tianchi Liao, Bowen Deng, Chuanfu Zhang, Chuan Chen |
| 2025 | IJCAI | Federated Domain Generalization with Decision Insight Matrix. | Tianchi Liao, Binghui Xie, Lele Fu, Sheng Huang, Bowen Deng, Chuan Chen, Zibin Zheng |
| 2025 | IECON | Collaborative Direct Model Predictive Control for Back-to-Back Converters with Fast Power Response and Higher DC-link Voltage Stability. | Yunzhe Xiao, Sheng Huang, Wu Liao, Shoudao Huang |
| 2024 | AAAI | Data Distribution Distilled Generative Model for Generalized Zero-Shot Recognition. | Yijie Wang, Mingjian Hong, Luwen Huangfu, Sheng Huang |
| 2024 | CVPR | Feature Re-Embedding: Towards Foundation Model-Level Performance in Computational Pathology. | Wenhao Tang, Fengtao Zhou, Sheng Huang, Xiang Zhu, Yi Zhang, Bo Liu |
| 2024 | ICONIP | Contrastive Diffusion Generative Adversarial Network for Generalized Zero-Shot Learning. | Zhuoer Zhang, Kezhen Qiu, Yijie Wang, Mingjian Hong, Li You, Sheng Huang |
| 2023 | ACISP | Practical Verifiable Random Function with RKA Security. | Tsz Hon Yuen, Shimin Pan, Sheng Huang, Xiaoting Zhang |
| 2023 | ICCV | Multiple Instance Learning Framework with Masked Hard Instance Mining for Whole Slide Image Classification. | Wenhao Tang, Sheng Huang, Xiaoxian Zhang, Fengtao Zhou, Yi Zhang, Bo Liu |
| 2022 | BMVC | Dual Space Multiple Instance Representative Learning for Medical Image Classification. | Xiaoxian Zhang, Sheng Huang, Yi Zhang, Xiaohong Zhang, Mingchen Gao, Chen Liu |
| 2022 | ICONIP | Kernel Inversed Pyramidal Resizing Network for Efficient Pavement Distress Recognition. | Rong Qin, Luwen Huangfu, Devon Hood, James Ma, Sheng Huang |
| 2022 | IJCAI | Boosting Multi-Label Image Classification with Complementary Parallel Self-Distillation. | Jiazhi Xu, Sheng Huang, Fengtao Zhou, Luwen Huangfu, Daniel Zeng, Bo Liu |
| 2021 | AAAI | Deep Semantic Dictionary Learning for Multi-label Image Classification. | Fengtao Zhou, Sheng Huang, Yun Xing |
| 2021 | ICASSP | DFDM: A Deep Feature Decoupling Module for Lung Nodule Segmentation. | Wei Chen, Qiuli Wang, Sheng Huang, Xiaohong Zhang, Yucong Li, Chen Liu |
| 2021 | ICASSP | Weakly Supervised Patch Label Inference Network with Image Pyramid for Pavement Diseases Recognition in the Wild. | Guixin Huang, Sheng Huang, Luwen Huangfu, Dan Yang |
| 2021 | PRICAI | Pulmonary Nodule Classification of CT Images with Attribute Self-guided Graph Convolutional V-Shape Networks. | Xiangbo Zhang, Kun Wang, Xiaohong Zhang, Sheng Huang |
| 2020 | ICDM | Deep Fuzzy Clustering with Weighted Intra-class Variance and Extended Mutual Information Regularization. | Yunsheng Pang, Feiyu Chen, Sheng Huang, Yongxin Ge, Wei Wang, Taiping Zhang |
| 2020 | ICIP | Knowledge-Guided And Hyper-Attention Aware Joint Network For Benign-Malignant Lung Nodule Classification. | Weixin Xu, Kun Wang, Jingkai Lin, Yuting Lu, Sheng Huang, Xiaohong Zhang |
| 2019 | ICMLA | Wireless Indoor Positioning Using Online Machine Learning. | Sheng Huang, Andri Ashfahani, Mahardhika Pratama |
| 2019 | ICMLA | An Application of Autonomous Learning Multimodel System for Localization in Industrial Warehouse Storage Rack. | Sheng Huang, Zheng Hua Shi |
| 2019 | ICPADS | OctopusKing: A TCT-Aware Task Scheduling on Spark Platform. | Haizhou Du, Keke Zhang, Sheng Huang |
| 2019 | ICWS | A Full-Spectrum Blockchain-as-a-Service for Business Collaboration. | Yaoliang Chen, Jingxiao Gu, Shi Chen, Sheng Huang, X. Sean Wang |
| 2018 | CoNLL | Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis. | Yufei Chen, Sheng Huang, Fang Wang, Junjie Cao, Weiwei Sun, Xiaojun Wan |
| 2018 | ICARCV | The Study on Indoor Localization for Manufacturing Execution System. | Sheng Huang, Sudeep Mohanty, Andri Ashfahani, Mahardhika Pratama |
| 2018 | ICARCV | Similarity Measures in Development of an Indoor Localization System. | Sheng Huang, Syed Shoaib, Andri Ashfahani, Mahardhika Pratama |
| 2018 | ICIP | Residual Inception: A New Module Combining Modified Residual with Inception to Improve Network Performance. | Xing-peng Zhang, Sheng Huang, Xiaohong Zhang, Wei Wang, Qiuli Wang, Dan Yang |
| 2018 | SMC | Big Data Analytic Based on Scalable PANFIS for RFID Localization. | Choiru Za'in, Mahardhika Pratama, Andri Ashfahani, Eric Pardede, Sheng Huang |
| 2018 | VCIP | Joint Deep Learning for RGB-D Action Recognition. | Xiaolei Qin, Yongxin Ge, Liuwei Zhan, Guangrui Li, Sheng Huang, Hongxing Wang, Feiyu Chen |
| 2017 | ACL | Parsing to 1-Endpoint-Crossing, Pagenumber-2 Graphs. | Junjie Cao, Sheng Huang, Weiwei Sun, Xiaojun Wan |
| 2017 | COMPSAC | XMLValue: XML Configuration Attribute Value Recommendation. | Yiqi Lu, Jiaqing Liang, Yanghua Xiao, Sheng Huang, Deqing Yang, Wei Wang, Haibo Lin |
| 2017 | EMNLP | Quasi-Second-Order Parsing for 1-Endpoint-Crossing, Pagenumber-2 Graphs. | Junjie Cao, Sheng Huang, Weiwei Sun, Xiaojun Wan |
| 2017 | ETFA | Localization for industrial warehouse storage rack using passive UHF RFID system. | Sheng Huang, Oon Peen Gan, Sethu Jose, Mo Li |
| 2017 | ICIP | Robust face alignment with cascaded coarse-to-fine auto-encoder network. | Cheng Peng, Yongxin Ge, Mingjian Hong, Sheng Huang, Dan Yang |
| 2017 | ICVS | A Novel Visual Detecting and Positioning Method for Screw Holes. | Yuntao Wang, Guoyuan Liang, Sheng Huang, Can Wang, Xinyu Wu |
| 2017 | ICWS | EAaaS: Edge Analytics as a Service. | Xiaomin Xu, Sheng Huang, Lance Feagan, Yaoliang Chen, Yunjie Qiu, Yu Wang |
| 2016 | GLOBECOM | Distributed Interference and Delay Aware Design for D2D Communication in Cellular Networks. | Sheng Huang, Ben Liang, Jiandong Li |
| 2016 | ICWS | On Implementing a Text-Database-as-a-Service. | Yaoliang Chen, Chang Liu, Jianfeng Zhang, Zhenying He, Xiaoyang Sean Wang, Sheng Huang, Xiaoyan Chen |
| 2016 | ICWS | RTA: Real Time Actionable Events Detection as a Service. | Yunjie Qiu, Yaoliang Chen, Limei Jiao, Sheng Huang |
| 2015 | CVPR | Learning Hypergraph-regularized Attribute Predictors. | Sheng Huang, Mohamed Elhoseiny, Ahmed M. Elgammal, Dan Yang |
| 2015 | HCI | The Service System Study on Children's Hospital-Bed Nursing Based on Multi-level Experience. | Linghao Zhang, Chang Zhang, Sheng Huang, Sichun Xiao |
| 2015 | ICIP | Weather classification with deep convolutional neural networks. | Mohamed Elhoseiny, Sheng Huang, Ahmed M. Elgammal |
| 2015 | ICWS | COSS: Content-Based Subscription as an IoT Service. | Yaoliang Chen, Jingjing Wang, Hongwei Wang, Sheng Huang, Chen Lin |
| 2015 | ICWS | STaaS: Spatio Temporal Historian as a Service. | Xiaoyan Chen, Xiaomin Xu, Sheng Huang, Weiming Ye, Lance Feagan, Lalitha Krishnamoorthy, Mark Ashworth |
| 2015 | IECON | Passive UHF far-field RFID based localization in smart rack. | Sheng Huang, Oon Peen Gan, Zi Qin Hwang, Hongsheng Song, Lihua Xie |
| 2014 | CEC | A niching two-layered differential evolution with self-adaptive control parameters. | Yongxin Luo, Sheng Huang, Jinglu Hu |
| 2014 | CIKM | A Demonstration of SearchonTS: An Efficient Pattern Search Framework for Time Series Data. | Xiaomin Xu, Sheng Huang, Yaoliang Chen, Chen Wang, Inge Halilovic, Kevin Brown, Mark Ashworth |
| 2014 | CVPR | Globality-Locality Preserving Projections for Biometric Data Dimensionality Reduction. | Sheng Huang, Ahmed M. Elgammal, Luwen Huangfu, Dan Yang, Xiaohong Zhang |
| 2014 | ICIP | Improving non-negative matrix factorization via ranking its bases. | Sheng Huang, Mohamed Elhoseiny, Ahmed M. Elgammal, Dan Yang |
| 2014 | ICWS | TSAaaS: Time Series Analytics as a Service on IoT. | Xiaomin Xu, Sheng Huang, Yaoliang Chen, Kevin Brown, Inge Halilovic, Wei Lu |
| 2014 | ISIT | Supremus typicality. | Sheng Huang, Mikael Skoglund |
| 2014 | SIGMOD | The next generation operational data historian for IoT based on informix. | Sheng Huang, Yaoliang Chen, Xiaoyan Chen, Kai Liu, Xiaomin Xu, Chen Wang, Kevin Brown, Inge Halilovic |
| 2013 | BMVC | Learning Speed Invariant Gait Template via Thin Plate Spline Kernel Manifold Fitting. | Sheng Huang, Ahmed M. Elgammal, Dan Yang |
| 2013 | ISIT | On achievability of linear source coding over finite rings. | Sheng Huang, Mikael Skoglund |
| 2013 | ITW | On existence of optimal linear encoders over non-field rings for data compression with application to computing. | Sheng Huang, Mikael Skoglund |
| 2013 | KSEM | Building Enhanced Link Context by Logical Sitemap. | Qing Yang, Zhendong Niu, Chunxia Zhang, Sheng Huang |
| 2013 | Middleware | GeoMix: scalable geoscientific array data management. | Yaoliang Chen, Xiaomin Xu, Pohan Li, Siyuan Lu, Sheng Huang, Wei Lu, Kevin Brown |
| 2013 | NLDB | Product Features Categorization Using Constrained Spectral Clustering. | Sheng Huang, Zhendong Niu, Yulong Shi |
| 2012 | COMPSAC | XMLSnippet: A Coding Assistant for XML Configuration Snippet Recommendation. | Sheng Huang, Yanghua Xiao, Yiqi Lu, Wei Wang, Yu Wang |
| 2012 | ICDM | Fine-grained Product Features Extraction and Categorization in Reviews Opinion Mining. | Sheng Huang, Xinlan Liu, Xueping Peng, Zhendong Niu |
| 2012 | ICSE | Mining application repository to recommend XML configuration snippets. | Sheng Huang, Yiqi Lu, Yanghua Xiao, Wei Wang |
| 2012 | ICWS | Cloud Based Test Coverage Service. | Sheng Huang, Xiaomin Xu, Yanghua Xiao, Wei Wang |
| 2012 | IECON | Adaptive Network Fuzzy Inference System and support vector machine learning for tool wear estimation in high speed milling processes. | Xiang Li, Meng Joo Er, Hailin Ge, Oon Peen Gan, Sheng Huang, Lain-Yin Zhai, Linn San, Amin Jahromi Torabi |
| 2012 | ISIT | Polynomials and computing functions of correlated sources. | Sheng Huang, Mikael Skoglund |
| 2012 | ISITA | Computing polynomial functions of correlated sources: Inner bounds. | Sheng Huang, Mikael Skoglund |
| 2012 | ISMIS | A Hybrid Decision Approach to Detect Profile Injection Attacks in Collaborative Recommender Systems. | Sheng Huang, Mingsheng Shang, Shimin Cai |
| 2012 | OOPSLA | SCuV: a novel software clustering and visualization tool. | Xiaomin Xu, Sheng Huang, Yanghua Xiao, Wei Wang |
| 2011 | DEXA | Approximate Query on Historical Stream Data. | Qiyang Duan, Peng Wang, Mingxi Wu, Wei Wang, Sheng Huang |
| 2011 | ICWS | Regression Testing as a Service. | Sheng Huang, Zhong Jie Li, Ying Liu, Jun Zhu, Yanghua Xiao, Wei Wang |
| 2010 | ICARCV | Flute based analysis of ball-nose milling signals using continuous wavelet analysis features. | Amin Jahromi Torabi, Olivier Massol, Meng Joo Er, Li Xiang, Beng Siong Lim, Oon Peen Gan, Sheng Huang, Sudhan Raj Gopikrishnan, Lianyin Zhai, Linn San |
| 2009 | OOPSLA | ORTS: a tool for optimized regression testing selection. | Sheng Huang, Jun Zhu, Yuan Ni |
| 2009 | SAC | An optimized change-driven regression testing selection strategy for binary Java applications. | Sheng Huang, Yang Chen, Jun Zhu, Zhong Jie Li, Huafang Tan |
| 2008 | ICARCV | Detecting tool breakage using accelerometer in ball-nose end milling. | Sheng Huang, Dan Hong Zhang, Wai Yie Leong, Hian-Leng Chan, Kiah Mok Goh, Jing-Bing Zhang, Kristo |
| 2008 | INFOCOM | Survivable Multipath Provisioning with Differential Delay Constraint in Telecom Mesh Networks. | Sheng Huang, Biswanath Mukherjee, Charles U. Martel |
| 2007 | ETFA | Model-based monitoring and failure detection methodology for ball-nose end milling. | Sheng Huang, Kiah Mok Goh, Kah Chuan Shaw, Yoke San Wong, Geok Soon Hong |
| 2007 | WWW | Academic web search engine: generating a survey automatically. | Ye Wang, Zhihua Geng, Sheng Huang, Xiaoling Wang, Aoying Zhou |
| 2006 | APWEB | Image Description Mining and Hierarchical Clustering on Data Records Using HR-Tree. | Congle Zhang, Sheng Huang, Gui-Rong Xue, Yong Yu |
| 2006 | HPCC | The SLA-Compatible Fault Management Model for Differentiated Fault Recovery. | Keping Long, Xiaolong Yang, Sheng Huang, Xin Yang, Yujun Kuang |
| 2006 | Networking | An Adaptive Parameter Deflection Routing to Resolve Contentions in OBS Networks. | Keping Long, Xiaolong Yang, Sheng Huang, Qianbin Chen, Ruyan Wang |
| 2005 | DASFAA | Concept-Based Retrieval of Alternate Web Services. | Dunlu Peng, Sheng Huang, Xiaoling Wang, Aoying Zhou |
| 2003 | ISCAS | An efficient Sylvester equation solver for time domain circuit simulation by wavelet collocation method. | Xuan Zeng, Sheng Huang, Yangfeng Su, Dian Zhou |
| 2002 | IROS | CNC laser marking on freeform surfaces without prior geometrical information. | Zhiming Gong, Sheng Huang, Hao Zeng, Xiaoqi Chen |