2025
DAPO: An Open-Source LLM Reinforcement Learning System at Scale.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
CoRR, March, 2025
OCSU: Optical Chemical Structure Understanding for Molecule-centric Scientific Discovery.
CoRR, January, 2025
Reach Measurement, Optimization and Frequency Capping In Targeted Online Advertising Under k-Anonymity.
CoRR, January, 2025
A Depth Gradient Residual Stress Measurement Method Based on Energy Attenuation of LCR Waves.
IEEE Trans. Instrum. Meas., 2025
Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2023
Multilayer Perceptron Network Optimization for Chaotic Time Series Modeling.
Entropy, July, 2023
Factorized discriminant analysis for genetic signatures of neuronal phenotypes.
Frontiers Neuroinformatics, March, 2023
BioMedGPT: Open Multimodal Generative Pre-trained Transformer for BioMedicine.
CoRR, 2023
GNN-Ensemble: Towards Random Decision Graph Neural Networks.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
Towards a New Science of Disinformation.
CoRR, 2022
Graph Representation Learning based Vulnerable Target Identification in Ransomware Attacks.
Proceedings of the IEEE International Conference on Big Data, 2022
Optimization Design of Electric Power Marketing System Based on Data Mining Technology.
Proceedings of the 4th International Conference on Big-data Service and Intelligent Computation, 2022
2021
Snapshot Coherence Tomographic Imaging.
IEEE Trans. Computational Imaging, 2021
Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network.
Int. J. Comput. Vis., 2021
Sequence Similarity Analysis between SARS-CoV-2 and Other Viruses Based on Variant Logic Framework and Topological Entropy.
Proceedings of the ICISCAE 2021: 4th International Conference on Information Systems and Computer Aided Education, Dalian, China, September 24, 2021
2020
Factorized linear discriminant analysis for phenotype-guided representation learning of neuronal gene expression data.
CoRR, 2020
Temporal Tensor Transformation Network for Multivariate Time Series Prediction.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Along-Scan Bias of Fengyun-3c Microwave Radiation Imager.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Collaborative cloud-edge computation for personalized driving behavior modeling.
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, 2019
Diagnosis of Neural Network via Backward Deduction.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
An Intelligent MAC Protocol Selection Method based on Machine Learning in Wireless Sensor Networks.
KSII Trans. Internet Inf. Syst., 2018
Topology-Transparent Scheduling Based on Reinforcement Learning in Self-Organized Wireless Networks.
IEEE Access, 2018
SafeShareRide: Edge-Based Attack Detection in Ridesharing Services.
Proceedings of the 2018 IEEE/ACM Symposium on Edge Computing, 2018
Large Scale Predictive Analytics for Hard Disk Remaining Useful Life Estimation.
Proceedings of the 2018 IEEE International Congress on Big Data, 2018
StackInsights: Cognitive Learning for Hybrid Cloud Readiness.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018
2017
Optimal Channel Selection Based on Online Decision and Offline Learning in Multichannel Wireless Sensor Networks.
Wirel. Commun. Mob. Comput., 2017
How do the compliant legs affect walking stability.
Proceedings of the 2017 IEEE International Conference on Robotics and Biomimetics, 2017
Context-Aware Data Loss Prevention for Cloud Storage Services.
Proceedings of the 2017 IEEE 10th International Conference on Cloud Computing (CLOUD), 2017
2016
Distance-based mixture modeling for classification via hypothetical local mapping.
Stat. Anal. Data Min., 2016
MAC protocol selection based on machine learning in cognitive radio networks.
Proceedings of the 19th International Symposium on Wireless Personal Multimedia Communications, 2016
Predicting Perceived Brand Personality with Social Media.
Proceedings of the Tenth International Conference on Web and Social Media, 2016
RFPCog: Linguistic-Based Identification and Mapping of Service Requirements in Request for Proposals (RFPs) to IT Service Solutions.
Proceedings of the 49th Hawaii International Conference on System Sciences, 2016
H2O: A hybrid and hierarchical outlier detection method for large scale data protection.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Gaussian Mixture Models with Component Means Constrained in Pre-selected Subspaces.
CoRR, 2015
Proposed color workflow solution from mobile and website to printing.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2015, 2015
Service-oriented workflow to efficiently and automatically fulfill products in a highly individualized web and mobile environment.
Proceedings of the Imaging and Multimedia Analytics in a Web and Mobile World 2015, 2015
2014
A Win Prediction Model for IT Outsourcing Bids.
Proceedings of the 2014 Annual SRII Global Conference, 2014
A Machine Learning Approach to Combining Individual Strength and Team Features for Team Recommendation.
Proceedings of the 13th International Conference on Machine Learning and Applications, 2014
2013
A Case Based Approach to Serve Information Needs in Knowledge Intensive Processes.
Proceedings of the Service-Oriented Computing - 11th International Conference, 2013
2012
OSCAR: On-Site Composition and Aesthetics Feedback Through Exemplars for Photographers.
Int. J. Comput. Vis., 2012
A Work-Centered Visual Analytics Model to Support Engineering Design with Interactive Visualization and Data-Mining.
Proceedings of the 45th Hawaii International International Conference on Systems Science (HICSS-45 2012), 2012
2011
Subsampled optimal noise management method for a robust separation based calibration of color printing systems.
Proceedings of the Color Imaging XVI: Displaying, 2011
Towards Efficient Business Process Clustering and Retrieval: Combining Language Modeling and Structure Matching.
Proceedings of the Business Process Management - 9th International Conference, 2011
2010
Two-way Gaussian mixture models for high dimensional classification.
Stat. Anal. Data Min., 2010
Interactive Games to Improve Quality of Life for the Elderly: Towards Integration into a WSN Monitoring System.
Proceedings of the Second International Conference on eHealth, 2010
2009
Jampots: A Mashup System towards an E-learning Ecosystem.
Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009
An E-learning Ecosystem Based on Cloud Computing Infrastructure.
Proceedings of the 9th IEEE International Conference on Advanced Learning Technologies, 2009
BlueSky Cloud Framework: An E-Learning Framework Embracing Cloud Computing.
Proceedings of the Cloud Computing, First International Conference, CloudCom 2009, Beijing, 2009
2008
Moiré artifact prediction in a variable data printing environment.
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
The Application of Kane Equation in the Impact Prediction of Human Motion.
Proceedings of the Digital Human Modeling, 2007