Fenglin Liu

Orcid: 0000-0002-2049-9975

According to our database1, Fenglin Liu authored at least 88 papers between 2007 and 2024.

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Bibliography

2024
Enhancing human behavior recognition with spatiotemporal graph convolutional neural networks and skeleton sequences.
EURASIP J. Adv. Signal Process., December, 2024

ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation.
IEEE Trans. Pattern Anal. Mach. Intell., August, 2024

Developing a new integrated advanced driver assistance system in a connected vehicle environment.
Expert Syst. Appl., March, 2024

OSNet and MNetO: Two Types of General Reconstruction Architectures to Transform DBP Images for Linear Computed Tomography in Multi-Scenarios.
IEEE Trans. Instrum. Meas., 2024

DTR-Bench: An in silico Environment and Benchmark Platform for Reinforcement Learning Based Dynamic Treatment Regime.
CoRR, 2024

Inquire, Interact, and Integrate: A Proactive Agent Collaborative Framework for Zero-Shot Multimodal Medical Reasoning.
CoRR, 2024

Large Language Models in Mental Health Care: a Scoping Review.
CoRR, 2024

2023
A Heart Image Segmentation Method Based on Position Attention Mechanism and Inverted Pyramid.
Sensors, December, 2023

Enhancing medical image object detection with collaborative multi-agent deep Q-networks and multi-scale representation.
EURASIP J. Adv. Signal Process., December, 2023

A Salient Object Detection Method Based on Boundary Enhancement.
Sensors, August, 2023

A novel technique for the detection of myocardial dysfunction using ECG signals based on CEEMD, DWT, PSR and neural networks.
Artif. Intell. Rev., April, 2023

Spectral CT Image-Domain Material Decomposition via Sparsity Residual Prior and Dictionary Learning.
IEEE Trans. Instrum. Meas., 2023

Weighted Filtered Back-Projection for Source Translation Computed Tomography Reconstruction.
IEEE Trans. Instrum. Meas., 2023

A medical multimodal large language model for future pandemics.
npj Digit. Medicine, 2023

A Survey of Large Language Models in Medicine: Progress, Application, and Challenge.
CoRR, 2023

OSNet & MNetO: Two Types of General Reconstruction Architectures for Linear Computed Tomography in Multi-Scenarios.
CoRR, 2023

BPF Algorithms for Multiple Source-Translation Computed Tomography Reconstruction.
CoRR, 2023

ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation.
CoRR, 2023

Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective.
CoRR, 2023

Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention.
ACM Trans. Knowl. Discov. Data, 2022

Aligning Source Visual and Target Language Domains for Unpaired Video Captioning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Prophet Attention: Predicting Attention with Future Attention for Improved Image Captioning.
CoRR, 2022

Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels.
CoRR, 2022

Class-Aware Generative Adversarial Transformers for Medical Image Segmentation.
CoRR, 2022

Spectral CT reconstruction via Spectral-Image Tensor and Bidirectional Image-gradient minimization.
Comput. Biol. Medicine, 2022

Class-Aware Adversarial Transformers for Medical Image Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

End-to-end Spoken Conversational Question Answering: Task, Dataset and Model.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Graph-in-Graph Network for Automatic Gene Ontology Description Generation.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021
Spectral-Image Decomposition With Energy-Fusion Sensing for Spectral CT Reconstruction.
IEEE Trans. Instrum. Meas., 2021

A novel technique for the detection of myocardial dysfunction using ECG signals based on hybrid signal processing and neural networks.
Soft Comput., 2021

Weighted adaptive non-local dictionary for low-dose CT reconstruction.
Signal Process., 2021

GEPIA2021: integrating multiple deconvolution-based analysis into GEPIA.
Nucleic Acids Res., 2021

Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model.
CoRR, 2021

Exploring Semantic Relationships for Unpaired Image Captioning.
CoRR, 2021

Rethinking Skip Connection with Layer Normalization in Transformers and ResNets.
CoRR, 2021

A new approach for the detection of abnormal heart sound signals using TQWT, VMD and neural networks.
Artif. Intell. Rev., 2021

Detection of heart valve disorders from PCG signals using TQWT, FA-MVEMD, Shannon energy envelope and deterministic learning.
Artif. Intell. Rev., 2021

Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Design of a Controllable Push-triggered Microfluidic Chip for Vitrification Reagent Loading/unloading.
Proceedings of the 16th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2021

AlignTransformer: Hierarchical Alignment of Visual Regions and Disease Tags for Medical Report Generation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Sentiment Injected Iteratively Co-Interactive Network for Spoken Language Understanding.
Proceedings of the IEEE International Conference on Acoustics, 2021

Adaptive Bi-Directional Attention: Exploring Multi-Granularity Representations for Machine Reading Comprehension.
Proceedings of the IEEE International Conference on Acoustics, 2021

Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Contrastive Attention for Automatic Chest X-ray Report Generation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

O2NA: An Object-Oriented Non-Autoregressive Approach for Controllable Video Captioning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Competence-based Multimodal Curriculum Learning for Medical Report Generation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Non-Autoregressive Coarse-to-Fine Video Captioning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Genomic basis for RNA alterations in cancer.
Nat., 2020

Towards Data Distillation for End-to-end Spoken Conversational Question Answering.
CoRR, 2020

Layer-Wise Cross-View Decoding for Sequence-to-Sequence Learning.
CoRR, 2020

Classification of myocardial infarction based on hybrid feature extraction and artificial intelligence tools by adopting tunable-Q wavelet transform (TQWT), variational mode decomposition (VMD) and neural networks.
Artif. Intell. Medicine, 2020

Identification of epileptic seizures in EEG signals using time-scale decomposition (ITD), discrete wavelet transform (DWT), phase space reconstruction (PSR) and neural networks.
Artif. Intell. Rev., 2020

Image-Domain Based Material Decomposition by Multi-Constraint Optimization for Spectral CT.
IEEE Access, 2020

Prophet Attention: Predicting Attention with Future Attention.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Bridging the Gap between Vision and Language Domains for Improved Image Captioning.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

PIN: A Novel Parallel Interactive Network for Spoken Language Understanding.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Rethinking Skip Connection with Layer Normalization.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Federated Learning for Spoken Language Understanding.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Federated Learning for Vision-and-Language Grounding Problems.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Non-Local Low-Rank Cube-Based Tensor Factorization for Spectral CT Reconstruction.
IEEE Trans. Medical Imaging, 2019

Spectral CT Reconstruction - ASSIST: Aided by Self-Similarity in Image-Spectral Tensors.
IEEE Trans. Computational Imaging, 2019

Classification of gait patterns between patients with Parkinson's disease and healthy controls using phase space reconstruction (PSR), empirical mode decomposition (EMD) and neural networks.
Neural Networks, 2019

Non-Autoregressive Video Captioning with Iterative Refinement.
CoRR, 2019

Aligning Visual Regions and Textual Concepts: Learning Fine-Grained Image Representations for Image Captioning.
CoRR, 2019

DLIMD: Dictionary Learning based Image-domain Material Decomposition for spectral CT.
CoRR, 2019

Classification of asymptomatic and osteoarthritic knee gait patterns using gait analysis via deterministic learning.
Artif. Intell. Rev., 2019

Classification of focal and non focal EEG signals using empirical mode decomposition (EMD), phase space reconstruction (PSR) and neural networks.
Artif. Intell. Rev., 2019

Kinect-based hand gesture recognition using trajectory information, hand motion dynamics and neural networks.
Artif. Intell. Rev., 2019

Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Spectral Ct Reconstruction Via Self-Similarity In Image-Spectral Tensors.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Exploring and Distilling Cross-Modal Information for Image Captioning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Exploring Semantic Relationships for Image Captioning without Parallel Data.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Self-Adaptive Scaling for Learnable Residual Structure.
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

Generating Paraphrase with Topic as Prior Knowledge.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Block Matching Frame based Material Reconstruction for Spectral CT.
CoRR, 2018

Low-dose spectral CT reconstruction using L0 image gradient and tensor dictionary.
CoRR, 2018

simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017
IF-Matching: Towards Accurate Map-Matching with Information Fusion.
IEEE Trans. Knowl. Data Eng., 2017

2014
"Bioinformatics: Introduction and Methods, " a Bilingual Massive Open Online Course (MOOC) as a New Example for Global Bioinformatics Education.
PLoS Comput. Biol., 2014

Mathematical Methods in Biomedical Imaging 2014.
Comput. Math. Methods Medicine, 2014

TOP-level designs of a hybrid low field MRI-CT system for pulmonary imaging.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2007
On Checking the Compatibility of Web Services' Policies.
Proceedings of the Eighth International Conference on Parallel and Distributed Computing, 2007


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