2025
Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs.
IEEE Trans. Neural Networks Learn. Syst., March, 2025
Personalize Anything for Free with Diffusion Transformer.
CoRR, March, 2025
FedAGHN: Personalized Federated Learning with Attentive Graph HyperNetworks.
CoRR, January, 2025
2024
Blockchain-Based EV Constant Function Pricer and Oraclized State of Charge Estimator.
IEEE Trans. Intell. Transp. Syst., December, 2024
A transformer-based weakly supervised computational pathology method for clinical-grade diagnosis and molecular marker discovery of gliomas.
,
,
,
,
,
,
,
,
,
,
,
,
,
,
,
Nat. Mac. Intell., 2024
Node Importance Estimation Leveraging LLMs for Semantic Augmentation in Knowledge Graphs.
CoRR, 2024
Parse Trees Guided LLM Prompt Compression.
CoRR, 2024
Molecular Graph Representation Learning Integrating Large Language Models with Domain-specific Small Models.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024
2023
Building digital life systems for future biology and medicine.
Quant. Biol., September, 2023
A distributed joint extraction framework for sedimentological entities and relations with federated learning.
Expert Syst. Appl., 2023
Federated Learning with Classifier Shift for Class Imbalance.
CoRR, 2023
Fossil Image Identification using Deep Learning Ensembles of Data Augmented Multiviews.
CoRR, 2023
Learning to Decompose Visual Features with Latent Textual Prompts.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
AggEnhance: Aggregation Enhancement by Class Interior Points in Federated Learning with Non-IID Data.
ACM Trans. Intell. Syst. Technol., 2022
ChineseTR: A weakly supervised toponym recognition architecture based on automatic training data generator and deep neural network.
Trans. GIS, 2022
Cell type annotation of single-cell chromatin accessibility data via supervised Bayesian embedding.
Nat. Mach. Intell., 2022
CS-CO: A Hybrid Self-Supervised Visual Representation Learning Method for H&E-stained Histopathological Images.
Medical Image Anal., 2022
scGraph: a graph neural network-based approach to automatically identify cell types.
Bioinform., 2022
Learning Extremely Lightweight and Robust Model with Differentiable Constraints on Sparsity and Condition Number.
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
cfDNApipe: a comprehensive quality control and analysis pipeline for cell-free DNA high-throughput sequencing data.
,
,
,
,
,
,
,
,
,
,
Bioinform., November, 2021
DeepCAPE: A Deep Convolutional Neural Network for the Accurate Prediction of Enhancers.
Genom. Proteom. Bioinform., 2021
DISMIR: Deep learning-based noninvasive cancer detection by integrating DNA sequence and methylation information of individual cell-free DNA reads.
Briefings Bioinform., 2021
Boost Neural Networks by Checkpoints.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Gradient Boosting Forest: a Two-Stage Ensemble Method Enabling Federated Learning of GBDTs.
Proceedings of the Neural Information Processing - 28th International Conference, 2021
2019
DeepHistone: a deep learning approach to predicting histone modifications.
BMC Genom., 2019
Automatic localization and identification of mitochondria in cellular electron cryo-tomography using faster-RCNN.
,
,
,
,
,
,
,
,
,
,
BMC Bioinform., 2019
hicGAN infers super resolution Hi-C data with generative adversarial networks.
Bioinform., 2019
Automatically Structuring on Chinese Ultrasound Report of Cerebrovascular Diseases via Natural Language Processing.
IEEE Access, 2019
Blockchain-Based Incentive Announcement System for Internet of Vehicles.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019
Rule-Based Method to Develop Question-Answer Dataset from Chest X-Ray Reports.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019
Liver Histopathological Image Retrieval Based on Deep Metric Learning.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
2012
Selling the Smart Grid-Part 2: How Consumers Will Interact with the Smart Grid.
IEEE Consumer Electron. Mag., 2012
Selling the Smart Grid - Part 1: Why Consumers Must Buy In for the Smart Grid to Succeed.
IEEE Consumer Electron. Mag., 2012
2010
Multi-index and self-approximate-optimal operation for a smart electrical power grid.
IBM J. Res. Dev., 2010
Off-Line Signature Verification Using Graphical Model.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
2009
Distribution maintenance scheduling using ant colony algorithm (ACA).
Proceedings of the 2009 IEEE/INFORMS International Conference on Service Operations, 2009
Customer clustering using semi-supervised geographic information.
Proceedings of the 2009 IEEE/INFORMS International Conference on Service Operations, 2009
Off-line signature verification based on deformable grid partition and Hidden Markov Models.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009
2008
Comments on "An analytical algorithm for generalized low-rank approximations of matrices".
Pattern Recognit., 2008
Simulation based sales forecasting on retail small stores.
Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008
Emotion recognition based on pressure sensor keyboards.
Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008
Data Model Design of Strategic Analysis Services for Specific Customer Oriented Industries.
Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008
2007
One-Sided Fuzzy SVM Based on Sphere for Imbalanced Data Sets Learning.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
2006
Handwritten Digit Recognition Using Low Rank Approximation Based Competitive Neural Network.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
On-Line Signature Verification Based on Dynamic Bayesian Network.
Proceedings of the Advances in Natural Computation, Second International Conference, 2006
2005
Off-line Chinese signature verification based on support vector machines.
Pattern Recognit. Lett., 2005
Handwritten Digit Recognition with Kernel-Based LVQ Classifier in Input Space.
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005