2025
Conformal Prediction for Verifiable Learned Query Optimization.
CoRR, May, 2025
A Locality-Sensitive-Hashing-Based Collaborative Recommendation Method for Responsible AI-Driven Recommender Systems.
IEEE Trans. Artif. Intell., February, 2025
Hybrid Quantum-Classical Optimization for Bushy Join Trees.
Proceedings of the 2nd Workshop on Quantum Computing and Quantum-Inspired Technology for Data-Intensive Systems and Applications, 2025
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation.
Proceedings of the 31st International Conference on Computational Linguistics, 2025
2024
FDRP: federated deep relationship prediction with sequential information.
Wirel. Networks, November, 2024
Biologically Plausible Sparse Temporal Word Representations.
IEEE Trans. Neural Networks Learn. Syst., November, 2024
Optimizing Prognostic Predictions in Liver Cancer with Machine Learning and Survival Analysis.
Entropy, September, 2024
A Smart Data-Driven Multi-Level Synchronous Digital Twin Model for Vehicle-Assisted Driving.
IEEE Trans. Consumer Electron., February, 2024
Recent Progress in MEMS Fiber-Optic Fabry-Perot Pressure Sensors.
Sensors, February, 2024
Microservice-driven privacy-aware cross-platform social relationship prediction based on sequential information.
Softw. Pract. Exp., January, 2024
A universal ANN-to-SNN framework for achieving high accuracy and low latency deep Spiking Neural Networks.
Neural Networks, 2024
Ultra-high-resolution mapping of myelin and g-ratio in a panel of Mbp enhancer-edited mouse strains using microstructural MRI.
NeuroImage, 2024
Discovery of Covalent Lead Compounds Targeting 3CL Protease with a Lateral Interactions Spiking Neural Network.
J. Chem. Inf. Model., 2024
SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training.
CoRR, 2024
EEG2TEXT: Open Vocabulary EEG-to-Text Decoding with EEG Pre-Training and Multi-View Transformer.
CoRR, 2024
Some Computational Results on Koszul-Vinberg Cochain Complexes.
CoRR, 2024
AI for Biomedicine in the Era of Large Language Models.
CoRR, 2024
Corra: Correlation-Aware Column Compression.
Proceedings of Workshops at the 50th International Conference on Very Large Data Bases, 2024
HL-ESViT: High-Low Frequency Efficient Spiking Vision Transformer.
Proceedings of the International Joint Conference on Neural Networks, 2024
A Multiscale Resonant Spiking Neural Network for Music Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024
Reasonable Gradients for Online Training Algorithms in Spiking Neural Networks.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
Countering Personalized Text-to-Image Generation with Influence Watermarks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
EEG2Text: Open Vocabulary EEG-to-Text Translation with Multi-View Transformer.
Proceedings of the IEEE International Conference on Big Data, 2024
SoftDedup: an Efficient Data Reweighting Method for Speeding Up Language Model Pre-training.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
2023
XAI-CLASS: Explanation-Enhanced Text Classification with Extremely Weak Supervision.
CoRR, 2023
TableQAKit: A Comprehensive and Practical Toolkit for Table-based Question Answering.
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CoRR, 2023
Curriculum Graph Poisoning.
Proceedings of the ACM Web Conference 2023, 2023
ST-MoE: Spatio-Temporal Mixture of Experts for Multivariate Time Series Forecasting.
Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023
A Low Power and Low Latency FPGA-Based Spiking Neural Network Accelerator.
Proceedings of the International Joint Conference on Neural Networks, 2023
Trapdoor Normalization with Irreversible Ownership Verification.
Proceedings of the International Conference on Machine Learning, 2023
FDRS: Federated Diversified Recommender System Based on Heterogeneous Graph Convolutional Network.
Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023
2022
Self-labelled encoder-decoder (SLED) for multi-echo gradient echo-based myelin water imaging.
NeuroImage, 2022
Locality-Sensitive Hashing-Based Link Prediction Process on Smart Campus Education or Online Social Platform.
J. Circuits Syst. Comput., 2022
Natural Language-Based Automatic Programming for Industrial Robots.
J. Grid Comput., 2022
Parental Expectation and Mobile Phone Addiction in Adolescents from Chinese Low-Income Families: The Mediating Effects of Self-Esteem and Social Anxiety.
Cyberpsychology Behav. Soc. Netw., 2022
Temporal-Sequential Learning with Columnar-Structured Spiking Neural Networks.
Proceedings of the Neural Information Processing - 29th International Conference, 2022
2021
Anchor-Based Spatio-Temporal Attention 3-D Convolutional Networks for Dynamic 3-D Point Cloud Sequences.
IEEE Trans. Instrum. Meas., 2021
Multi-Grid Back-Projection Networks.
IEEE J. Sel. Top. Signal Process., 2021
Building trust/distrust relationships on signed social service network through privacy-aware link prediction process.
Appl. Soft Comput., 2021
Watermarking Deep Neural Networks with Greedy Residuals.
Proceedings of the 38th International Conference on Machine Learning, 2021
Back-Projection Pipeline.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Representation and Extraction of Diesel Engine Maintenance Knowledge Graph with Bidirectional Relations Based on BERT and the Bi-LSTM-CRF Model.
Proceedings of the IEEE International Conference on e-Business Engineering, 2021
2020
Myelin water imaging data analysis in less than one minute.
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NeuroImage, 2020
Anchor-Based Spatial-Temporal Attention Convolutional Networks for Dynamic 3D Point Cloud Sequences.
CoRR, 2020
Keywords-Driven and Popularity-Aware Paper Recommendation Based on Undirected Paper Citation Graph.
Complex., 2020
Fuzzy Keywords-Driven Public Sports Resource Allocation Strategies Retrieval With Privacy-Preservation.
IEEE Access, 2020
A Malware Detection Method for Health Sensor Data Based on Machine Learning.
Proceedings of the IEEE International Conference on Informatics, 2020
Analysis of Low-Carbon Logistics Transportation Method Based on the Perspective of Low-Carbon Economy.
Proceedings of the Cyber Security Intelligence and Analytics, 2020
2019
Robust and Privacy-Preserving Service Recommendation over Sparse Data in Education.
Wirel. Commun. Mob. Comput., 2019
A privacy-preserving exception handling approach for dynamic mobile crowdsourcing applications.
EURASIP J. Wirel. Commun. Netw., 2019
Link prediction in paper citation network to construct paper correlation graph.
EURASIP J. Wirel. Commun. Netw., 2019
Improved LSH for privacy-aware and robust recommender system with sparse data in edge environment.
EURASIP J. Wirel. Commun. Netw., 2019
Experimental Investigation on the Effects of Ambient Freeze-Thaw Cycling on Creep Mechanical Properties of Sandstone Under Step Loading.
IEEE Access, 2019
Combining time, keywords and authors information to construct papers correlation graph (S).
Proceedings of the 31st International Conference on Software Engineering and Knowledge Engineering, 2019
Fast Image Enhancement Based on Maximum and Guided Filters.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Understanding Convolutional Networks Using Linear Interpreters - Extended Abstract.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
MGBPv2: Scaling Up Multi-Grid Back-Projection Networks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
AIM 2019 Challenge on Image Extreme Super-Resolution: Methods and Results.
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Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019
A Tour of Convolutional Networks Guided by Linear Interpreters.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
NTIRE 2019 Challenge on Image Enhancement: Methods and Results.
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Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
NTIRE 2019 Challenge on Real Image Super-Resolution: Methods and Results.
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Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
NTIRE 2019 Image Dehazing Challenge Report.
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Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
Multigrid Backprojection Super-Resolution and Deep Filter Visualization.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Artsy-GAN: A style transfer system with improved quality, diversity and performance.
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Multi-scale Recursive and Perception-Distortion Controllable Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Deep Networks for Image-to-Image Translation with Mux and Demux Layers.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
PIRM Challenge on Perceptual Image Enhancement on Smartphones: Report.
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Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
2017
Convolutional Networks with MuxOut Layers as Multi-rate Systems for Image Upscaling.
CoRR, 2017
2016
Dynamic occupational risk model for offshore operations in harsh environments.
Reliab. Eng. Syst. Saf., 2016