OneForecast: A Universal Framework for Global and Regional Weather Forecasting. - Gao, Yuan; Wu, Hao; Shu, Ruiqi; Dong, Huanshuo; Xu, Fan; Chen, Rui; Yan, Yibo; Wen, Qingsong; Hu, Xuming; Wang, Kun; Wu, Jiahao; Li, Qing; et al. (CoRR, 2025)

BeamVQ: Beam Search with Vector Quantization to Mitigate Data Scarcity in Physical Spatiotemporal Forecasting. - Wang, Weiyan; Shi, Xingjian; Shu, Ruiqi; Gao, Yuan; Chen, Rui Ray; Wang, Kun; Xu, Fan; Xue, Jinbao; Li, Shuaipeng; Tao, Yangyu; Wang, Di; Wu, Hao; et al. (CoRR, 2025)

Exploring the impact of the adaptive gamified assessment on learners in blended learning. - Zhang, Zhihui; Huang, Xiaomeng (Educ. Inf. Technol., 2024)

Koopman neural operator as a mesh-free solver of non-linear partial differential equations. - Xiong, Wei; Huang, Xiaomeng; Zhang, Ziyang; Deng, Ruixuan; Sun, Pei; Tian, Yang (J. Comput. Phys., 2024)

Unpacking the Complexity: Why Current Feedback Systems Fail to Improve Learner Self-Regulation of Participation in Collaborative Activities. - Ochoa, Xavier; Huang, Xiaomeng; Charlton, Adam (J. Learn. Anal., 2024)

Domain-Slot Aware Contrastive Learning for Improved Dialogue State Tracking. - Su, Haoxiang; Feng, Sijie; Xie, Hongyan; Wu, Di; Huang, Hao; He, Zhongjiang; Song, Shuangyong; Fang, Ruiyu; Huang, Xiaomeng; Silamu, Wushour (2024)

Neural Manifold Operators for Learning the Evolution of Physical Dynamics. - Wu, Hao; Weng, Kangyu; Zhou, Shuyi; Huang, Xiaomeng; Xiong, Wei (2024)

TeleChat Technical Report. - Wang, Zihan; Liu, Xinzhang; Liu, Shixuan; Yao, Yitong; Huang, Yuyao; He, Zhongjiang; Li, Xuelong; Li, Yongxiang; Che, Zhonghao; Zhang, Zhaoxi; Wang, Yan; Wang, Xin; et al. (CoRR, 2024)

MetaSD: A Unified Framework for Scalable Downscaling of Meteorological Variables in Diverse Situations. - Hu, Jing; Zhang, Honghu; Zheng, Peng; Mu, Jialin; Huang, Xiaomeng; Wu, Xi (CoRR, 2024)

BeamVQ: Aligning Space-Time Forecasting Model via Self-training on Physics-aware Metrics. - Wu, Hao; Shi, Xingjian; Huang, Ziyue; Zhao, Penghao; Xiong, Wei; Xue, Jinbao; Tao, Yangyu; Huang, Xiaomeng; Wang, Weiyan (CoRR, 2024)

Locate Anything on Earth: Advancing Open-Vocabulary Object Detection for Remote Sensing Community. - Pan, Jiancheng; Liu, Yanxing; Fu, Yuqian; Ma, Muyuan; Li, Jiaohao; Paudel, Danda Pani; Gool, Luc Van; Huang, Xiaomeng (CoRR, 2024)

ADAF: An Artificial Intelligence Data Assimilation Framework for Weather Forecasting. - Xiang, Yanfei; Jin, Weixin; Dong, Haiyu; Bai, Mingliang; Fang, Zuliang; Zhao, Pengcheng; Sun, Hongyu; Thambiratnam, Kit; Zhang, Qi; Huang, Xiaomeng (CoRR, 2024)

Improved Forecasts of Global Extreme Marine Heatwaves Through a Physics-guided Data-driven Approach. - Shu, Ruiqi; Wu, Hao; Gao, Yuan; Xu, Fanghua; Gou, Ruijian; Huang, Xiaomeng (CoRR, 2024)

quickBAM: a parallelized BAM file access API for high-throughput sequence analysis informatics. - Pitman, Anders; Huang, Xiaomeng; Marth, Gabor T.; Qiao, Yi (Bioinform., 2023)

Charting opportunities and guidelines for augmented reality in makerspaces through prototyping and co-design research. - Radu, Iulian; Yuan, Josia; Huang, Xiaomeng; Schneider, Bertrand (Comput. Educ. X Real., 2023)

How augmented reality influences student learning and inquiry styles: A study of 1-1 physics remote AR tutoring. - Radu, Iulian; Huang, Xiaomeng; Kestin, Greg; Schneider, Bertrand (Comput. Educ. X Real., 2023)

Generalized Interval Type-II Fuzzy Rough Model-Based Feature Discretization for Mixed Pixels. - Chen, Qiong; Ding, Weiping; Huang, Xiaomeng; Wang, Hao (IEEE Trans. Fuzzy Syst., 2023)

Neighborhood Rough Residual Network-Based Outlier Detection Method in IoT-Enabled Maritime Transportation Systems. - Chen, Qiong; Xie, Liangru; Zeng, Lirong; Jiang, Sining; Ding, Weiping; Huang, Xiaomeng; Wang, Hao (IEEE Trans. Intell. Transp. Syst., 2023)

Scalable-DSC: A Structural Template Prompt Approach to Scalable Dialogue State Correction. - Su, Haoxiang; Xie, Hongyan; Huang, Hao; Song, Shuangyong; Fang, Ruiyu; Huang, Xiaomeng; Feng, Sijie (2023)

RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control. - Xiang, Yanfei; Wang, Xin; Hu, Shu; Zhu, Bin; Huang, Xiaomeng; Wu, Xi; Lyu, Siwei (2023)

Koopman neural operator as a mesh-free solver of non-linear partial differential equations. - Xiong, Wei; Huang, Xiaomeng; Zhang, Ziyang; Deng, Ruixuan; Sun, Pei; Tian, Yang (CoRR, 2023)

Intelligent model for offshore China sea fog forecasting. - Xiang, Yanfei; Zhang, Qinghong; Wang, Mingqing; Xia, Ruixue; Kong, Yang; Huang, Xiaomeng (CoRR, 2023)

AI-GOMS: Large AI-Driven Global Ocean Modeling System. - Xiong, Wei; Xiang, Yanfei; Wu, Hao; Zhou, Shuyi; Sun, Yuze; Ma, Muyuan; Huang, Xiaomeng (CoRR, 2023)

Enhanced Resolution of FY4 Remote Sensing Visible Spectrum Images Utilizing Super-Resolution and Transfer Learning Techniques. - Zhang, Bo; Ma, Muyuan; Wang, Mingqing; Hong, Danfeng; Yu, Le; Wang, Jie; Gong, Peng; Huang, Xiaomeng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Learning Spatial Skills Collaboratively in Immersive Virtual Environments: A Systematic Review. - Huang, Xiaomeng; Shao, Xuanhui; Thompson, Meredith M. (2022)

RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control. - Xiang, Yanfei; Wang, Xin; Hu, Shu; Zhu, Bin; Huang, Xiaomeng; Wu, Xi; Lyu, Siwei (CoRR, 2022)

Tracking Air Pollution in China: Near Real-Time PM2.5 Retrievals from Multiple Data Sources. - Geng, Guannan; Xiao, Qingyang; Liu, Shigan; Liu, Xiaodong; Cheng, Jing; Zheng, Yixuan; Tong, Dan; Zheng, Bo; Peng, Yiran; Huang, Xiaomeng; He, Kebin; Zhang, Qiang (CoRR, 2021)

Deep Learning Optimizes Data-Driven Representation of Soil Organic Carbon in Earth System Model Over the Conterminous United States. - Tao, Feng; Zhou, Zhenghu; Huang, Yuanyuan; Li, Qianyu; Lu, Xingjie; Ma, Shuang; Huang, Xiaomeng; Liang, Yishuang; Hugelius, Gustaf; Jiang, Lifen; Doughty, Russell B.; Ren, Zhehao; et al. (Frontiers Big Data, 2020)

Identifying Terrestrial Vegetation-Soil Moisture Oscillation from Satellite Observations. - He, Qing; Yue, Siyu; Lu, Hui; Liu, Zhuang; Huang, Xiaomeng; Entekhabi, Dara (2020)

Soil Moisture Retrieval Only Using Smap L-Band Radar Observations. - Yao, Panpan; Lu, Hui; Wang, Wenli; Shao, Changkun; Yang, Kun; Gianotti, Daniel Short; Liu, Zhuang; Huang, Xiaomeng; Entekhabi, Dara (2020)

Estimates of daily ground-level NO2 concentrations in China based on big data and machine learning approaches. - Dou, Xinyu; Liao, Cuijuan; Wang, Hengqi; Huang, Ying; Tu, Ying; Huang, Xiaomeng; Peng, Yiran; Zhu, Biqing; Tan, Jianguang; Deng, Zhu; Wu, Nana; Sun, Taochun; et al. (CoRR, 2020)

Evaluation of Three Satellite-Based Precipitation Products Over the Lower Mekong River Basin Using Rain Gauge Observations and Hydrological Modeling. - Li, Yishan; Wang, Wei; Lu, Hui; Khem, Sothea; Yang, Kun; Huang, Xiaomeng (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

A dynamic agricultural prediction system for large-scale drought assessment on the Sunway TaihuLight supercomputer. - Huang, Xiao; Yu, Chaoqing; Fang, Jiarui; Huang, Guorui; Ni, Shaoqiang; Hall, Jim W.; Zorn, Conrad; Huang, Xiaomeng; Zhang, Wenyuan (Comput. Electron. Agric., 2018)

The Evaluation of SMAP Enhanced Soil Moisture Products Using High-Resolution Model Simulations and In-Situ Observations on the Tibetan Plateau. - Li, Chengwei; Lu, Hui; Yang, Kun; Han, Menglei; Wright, Jonathon S.; Chen, Yingying; Yu, Le; Xu, Shiming; Huang, Xiaomeng; Gong, Wei (Remote. Sens., 2018)

PLZMA: A Parallel Data Compression Method for Cloud Computing. - Wang, Xin; Gan, Lin; Xu, Jingheng; Yang, Jinzhe; Xia, Maocai; Fu, Haohuan; Huang, Xiaomeng; Yang, Guangwen (2018)

Taming the "Monster": Overcoming Program Optimization Challenges on SW26010 Through Precise Performance Modeling. - Xu, Shizhen; Xu, Yuanchao; Xue, Wei; Shen, Xipeng; Zheng, Fang; Huang, Xiaomeng; Yang, Guangwen (2018)

eBA: Efficient Bandwidth Guarantee Under Traffic Variability in Datacenters. - Liu, Fangming; Guo, Jian; Huang, Xiaomeng; Lui, John C. S. (IEEE/ACM Trans. Netw., 2017)

The Sunway TaihuLight supercomputer: system and applications. - Fu, Haohuan; Liao, Junfeng; Yang, Jinzhe; Wang, Lanning; Song, Zhenya; Huang, Xiaomeng; Yang, Chao; Xue, Wei; Liu, Fangfang; Qiao, Fangli; Zhao, Wei; Yin, Xunqiang; et al. (Sci. China Inf. Sci., 2016)

Czip: A Fast Lossless Compression Algorithm for Climate Data. - Huang, Xiaomeng; Ni, Yufang; Chen, Dexun; Liu, Songbin; Fu, Haohuan; Yang, Guangwen (Int. J. Parallel Program., 2016)

A highly effective global surface wave numerical simulation with ultra-high resolution. - Qiao, Fangli; Zhao, Wei; Yin, Xunqiang; Huang, Xiaomeng; Liu, Xin; Shu, Qi; Wang, Guansuo; Song, Zhenya; Li, Xinfang; Liu, Haixing; Yang, Guangwen; Yuan, Yeli (2016)

Refactoring and optimizing the community atmosphere model (CAM) on the sunway taihulight supercomputer. - Fu, Haohuan; Liao, Junfeng; Xue, Wei; Wang, Lanning; Chen, Dexun; Gu, Long; Xu, Jinxiu; Ding, Nan; Wang, Xinliang; He, Conghui; Xu, Shizhen; Liang, Yishuang; et al. (2016)

A probabilistic graphical model approach in 30 m land cover mapping with multiple data sources. - Wang, Jie; Ji, Luyan; Huang, Xiaomeng; Fu, Haohuan; Xu, Shiming; Li, Congcong (CoRR, 2016)

Data Reduction Analysis for Climate Data Sets. - Liu, Songbin; Huang, Xiaomeng; Fu, Haohuan; Yang, Guangwen; Song, Zhenya (Int. J. Parallel Program., 2015)

Solving the Global Atmospheric Equations through Heterogeneous Reconfigurable Platforms. - Gan, Lin; Fu, Haohuan; Luk, Wayne; Yang, Chao; Xue, Wei; Huang, Xiaomeng; Zhang, Youhui; Yang, Guangwen (ACM Trans. Reconfigurable Technol. Syst., 2015)

Improving the scalability of the ocean barotropic solver in the community earth system model. - Hu, Yong; Huang, Xiaomeng; Baker, Allison H.; Tseng, Yu-heng; Bryan, Frank O.; Dennis, John M.; Yang, Guangwen (2015)

Evaluating multi-core and many-core architectures through accelerating the three-dimensional Lax-Wendroff correction stencil. - You, Yang; Fu, Haohuan; Song, Shuaiwen Leon; Dehnavi, Maryam Mehri; Gan, Lin; Huang, Xiaomeng; Yang, Guangwen (Int. J. High Perform. Comput. Appl., 2014)

Scaling Reverse Time Migration Performance through Reconfigurable Dataflow Engines. - Fu, Haohuan; Gan, Lin; Clapp, Robert G.; Ruan, Huabin; Pell, Oliver; Mencer, Oskar; Flynn, Michael J.; Huang, Xiaomeng; Yang, Guangwen (IEEE Micro, 2014)

A customized GPU acceleration of the princeton ocean model. - Xu, Shizhen; Huang, Xiaomeng; Zhang, Yan; Hu, Yong; Yang, Guangwen (2014)

Adaptive Indexing for Distributed Array Processing. - Geng, Yifeng; Huang, Xiaomeng; Yang, Guangwen (2014)

A highly-efficient and green data flow engine for solving euler atmospheric equations. - Gan, Lin; Fu, Haohuan; Yang, Chao; Luk, Wayne; Xue, Wei; Mencer, Oskar; Huang, Xiaomeng; Yang, Guangwen (2014)

Porting the Princeton Ocean Model to GPUs. - Xu, Shizhen; Huang, Xiaomeng; Zhang, Yan; Hu, Yong; Fu, Haohuan; Yang, Guangwen (2014)

On efficient bandwidth allocation for traffic variability in datacenters. - Guo, Jian; Liu, Fangming; Huang, Xiaomeng; Lui, John C. S.; Hu, Mi; Gao, Qiao; Jin, Hai (2014)

A High Performance Compression Method for Climate Data. - Liu, Songbin; Huang, Xiaomeng; Ni, Yufang; Fu, Haohuan; Yang, Guangwen (2014)

CFIO2: Overlapping Communications and I/O with Computations Using RDMA Technology. - Zhang, Cheng; Huang, Xiaomeng; Hu, Yong; Xu, Shizhen; Fu, Haohuan; Yang, Guangwen (2014)

Understanding Data Characteristics and Access Patterns in a Cloud Storage System. - Liu, Songbin; Huang, Xiaomeng; Fu, Haohuan; Yang, Guangwen (2013)

A Scalable Barotropic Mode Solver for the Parallel Ocean Program. - Hu, Yong; Huang, Xiaomeng; Wang, Xiaoge; Fu, Haohuan; Xu, Shizhen; Ruan, Huabin; Xue, Wei; Yang, Guangwen (2013)

An FPGA-Based Data Flow Engine for Gaussian Copula Model. - Ruan, Huabin; Huang, Xiaomeng; Fu, Haohuan; Yang, Guangwen; Luk, Wayne; Racanière, Sébastien; Pell, Oliver; Han, Wenjing (2013)

Accelerating solvers for global atmospheric equations through mixed-precision data flow engine. - Gan, Lin; Fu, Haohuan; Luk, Wayne; Yang, Chao; Xue, Wei; Huang, Xiaomeng; Zhang, Youhui; Yang, Guangwen (2013)

Accelerating the 3D Elastic Wave Forward Modeling on GPU and MIC. - You, Yang; Fu, Haohuan; Huang, Xiaomeng; Song, Guojie; Gan, Lin; Yu, Wenjian; Yang, Guangwen (2013)

Optimize Multidimensional Arrays Queries with Heterogeneous Replica Method. - Zhu, Meiqi; Huang, Xiaomeng; Liu, Songbin; Fu, Haohuan; Fang, Qiming; Yang, Guangwen (2013)

SciHive: Array-Based Query Processing with HiveQL. - Geng, Yifeng; Huang, Xiaomeng; Zhu, Meiqi; Ruan, Huabin; Yang, Guangwen (2013)

CFIO: A Fast I/O Library for Climate Models. - Wang, Wencan; Huang, Xiaomeng; Fu, Haohuan; Hu, Yong; Xu, Shizhen; Yang, Guangwen (2013)

Retransmission or redundancy: Transmission reliability study in wireless sensor networks. - Wen, Hao; Lin, Chuang; Ren, Fengyuan; Zhou, Jia; Yue, Yao; Huang, Xiaomeng (Sci. China Inf. Sci., 2012)

The Chunk-Locality Index: An Efficient Query Method for Climate Datasets. - Chen, Cheng; Huang, Xiaomeng; Fu, Haohuan; Yang, Guangwen (2012)

Optimizing write operation on replica in data grid. - Xu, Pengzhi; Wu, Yongwei; Huang, Xiaomeng; Yang, Guangwen; Zheng, Weimin (Sci. China Inf. Sci., 2011)

Automatically constructing trusted cluster computing environment. - Wu, Yongwei; Chen, Gang; Liu, Jia; Fang, Rui; Huang, Xiaomeng; Yang, Guangwen; Zheng, Weimin (J. Supercomput., 2011)

Modeling and survivability analysis of service composition using Stochastic Petri Nets. - Wang, Yuanzhuo; Lin, Chuang; Ungsunan, Peter D.; Huang, Xiaomeng (J. Supercomput., 2011)

A Two-Layered Replica Management Method. - Xu, Chuncong; Huang, Xiaomeng; Yang, Guangwen; Zhou, Yang (2011)

Design a cloud storage platform for pervasive computing environments. - Zheng, Weimin; Xu, Pengzhi; Huang, Xiaomeng; Wu, Nuo (Clust. Comput., 2010)

Distributed bandwidth allocation based on alternating evolution algorithm. - Huang, Xiaomeng; Wu, Yongwei; Yang, Guangwen; Zheng, Weimin; Jiang, Jinlei (J. Parallel Distributed Comput., 2010)

Enabling Cloud Storage to Support Traditional Applications. - Xu, Pengzhi; Zheng, Weimin; Wu, Yongwei; Huang, Xiaomeng; Xu, Chuncong (2010)

Using Memcached to Promote Read Throughput in Massive Small-File Storage System. - Xu, Chuncong; Huang, Xiaomeng; Wu, Nuo; Xu, Pengzhi; Yang, Guangwen (2010)

A cross-layer flow control algorithm over HSDPA networks. - Huang, Xiaomeng; Jiang, Nan; Yang, Jinzhe (2010)

Distributed Metadata Management Based on Hierarchical Bloom Filters in Data Grid. - Chen, Shihua; Huang, Xiaomeng; Xu, Pengzhi; Zheng, Weimin (2009)

Campus Cloud for Data Storage and Sharing. - Xu, Pengzhi; Huang, Xiaomeng; Wu, Yongwei; Liu, Likun; Zheng, Weimin (2009)

FRB: File Resource Broker for Integrating Heterogeneous File Resources. - Ni, Jieren; Huang, Xiaomeng; Xu, Wenhao; Yang, Guangwen (2009)

Improving TCP Throughput over HSDPA Networks. - Ren, Fengyuan; Huang, Xiaomeng; Liu, Feng; Lin, Chuang (IEEE Trans. Wirel. Commun., 2008)

VDM: Virtual Database Management for Distributed Databases and File Systems. - Xu, Wenhao; Li, Jing; Wu, Yongwei; Huang, Xiaomeng; Yang, Guangwen (2008)

A Grid Workflow Framework with High Scalability and Usability. - Shang, Shifeng; Jiang, Jinlei; Huang, Zhenchun; Huang, Xiaomeng; Yang, Guangwen; Zheng, Weimin; Yu, Lan (2008)

End-to-End Congestion Control for High Speed Networks Based on Population Ecology Models. - Huang, Xiaomeng; Ren, Fengyuan; Yang, Guangwen; Wu, Yongwei; Zhen, W.; Lin, Chuang (2008)

A novel high speed transport protocol based on explicit virtual load feedback. - Huang, Xiaomeng; Lin, Chuang; Ren, Fengyuan (Comput. Networks, 2007)

Improving the Convergence and Stability of Congestion Control Algorithm. - Huang, Xiaomeng; Lin, Chuang; Ren, Fengyuan; Yang, Guangwen; Ungsunan, Peter D.; Wang, Yuanzhuo (2007)

Retransmission or Redundancy: Transmission Reliability in Wireless Sensor Networks. - Wen, Hao; Lin, Chuang; Ren, Fengyuan; Yue, Yao; Huang, Xiaomeng (2007)

Design and Analysis of a Backpressure Congestion Control Algorithm in Wireless Sensor Network. - Ouyang, Ying; Lin, Chuang; Ren, Fengyuan; Yang, Hongkun; Huang, Xiaomeng; Liu, Ting (2007)

Designing a binary controller to enhance end-to-end congestion control. - Ren, Fengyuan; Yin, Xunhe; Huang, Xiaomeng; Lin, Chuang (IEEE Commun. Lett., 2006)

Generalized Modeling and Stability Analysis of HighSpeed TCP and Scalable TCP. - Huang, Xiaomeng; Lin, Chuang; Ren, Fengyuan (IEICE Trans. Commun., 2006)

TCC: a two-category classifier for AQM routers supporting TCP flows. - Ren, Fengyuan; Lin, Chuang; Huang, Xiaomeng (IEEE Commun. Lett., 2005)

An Explicit Stability Criterion of Adaptive Virtual Queue Algorithm. - Ren, Fengyuan; Lin, Chuang; Huang, Xiaomeng (IEICE Trans. Commun., 2005)

A Novel Multiple Time Scale Congestion Control Scheme for Multimedia Traffic. - Yin, Hao; Lin, Chuang; Cui, Ting; Huang, Xiaomeng; Tan, Zhangxi (2004)