Liang Yao

Orcid: 0000-0002-8637-0760

According to our database1, Liang Yao authored at least 100 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Application-Oriented Modeling of Soft Actuator Ionic Polymer-Metal Composites: A Review.
Adv. Intell. Syst., March, 2024

Efficient Incremental Offline Reinforcement Learning With Sparse Broad Critic Approximation.
IEEE Trans. Syst. Man Cybern. Syst., January, 2024

A Decision-Making Algorithm for Robotic Breast Ultrasound High-Quality Imaging via Broad Reinforcement Learning From Demonstration.
IEEE Robotics Autom. Lett., 2024

Large Language Models are Contrastive Reasoners.
CoRR, 2024

2023
High-efficiency TRNG Design Based on Multi-bit Dual-ring Oscillator.
ACM Trans. Reconfigurable Technol. Syst., December, 2023

Design of True Random Number Generator Based on Multi-Ring Convergence Oscillator Using Short Pulse Enhanced Randomness.
IEEE Trans. Circuits Syst. I Regul. Pap., December, 2023

Dynamic Edge Computation Offloading for Internet of Vehicles With Deep Reinforcement Learning.
IEEE Trans. Intell. Transp. Syst., November, 2023

DCDRO:A true random number generator based on dynamically configurable dual-output ring oscillator.
Integr., November, 2023

Low-overhead TRNG based on MUX for cryptographic protection using multiphase sampling.
J. Supercomput., October, 2023

Multi-view clustering based on a multimetric matrix fusion method.
Expert Syst. Appl., October, 2023

Multi-view clustering indicator learning with scaled similarity.
Pattern Anal. Appl., August, 2023

Full-Coverage Path Planning and Stable Interaction Control for Automated Robotic Breast Ultrasound Scanning.
IEEE Trans. Ind. Electron., July, 2023

High-order manifold regularized multi-view subspace clustering with robust affinity matrices and weighted TNN.
Pattern Recognit., 2023

Exploring Large Language Models for Knowledge Graph Completion.
CoRR, 2023

Friend Recall in Online Games via Pre-training Edge Transformers.
CoRR, 2023

Friend Ranking in Online Games via Pre-training Edge Transformers.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

A learning-based respiratory motion estimation with consecutive ultrasound images.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2023

Correlation Fusion with Instance-level Auto-weighted for Multi-view Graph Clustering.
Proceedings of the IEEE International Conference on High Performance Computing & Communications, 2023

Single Sample Face Recognition Based on Identity-Attribute Disentanglement and Adversarial Feature Augmentation.
Proceedings of the Biometric Recognition - 17th Chinese Conference, 2023

2022
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification With Chest X-Rays.
IEEE Trans. Medical Imaging, 2022

Design of True Random Number Generator Based on Multi-Stage Feedback Ring Oscillator.
IEEE Trans. Circuits Syst. II Express Briefs, 2022

Medical Ultrasound Image Quality Assessment for Autonomous Robotic Screening.
IEEE Robotics Autom. Lett., 2022

Double structure scaled simplex representation for multi-view subspace clustering.
Neural Networks, 2022

M-RO PUF: A portable pure digital RO PUF based on MUX unit.
Microelectron. J., 2022

A reconfigurable PUF structure with dual working modes based on entropy separation model.
Microelectron. J., 2022

The state of the art of search strategies in robotic assembly.
J. Ind. Inf. Integr., 2022

MedGCN: Medication recommendation and lab test imputation via graph convolutional networks.
J. Biomed. Informatics, 2022

Service Migration Across Edge Devices in 6G-Enabled Internet of Vehicles Networks.
IEEE Internet Things J., 2022

A Low Power-Consumption Triple-Node-Upset-Tolerant Latch Design.
J. Electron. Test., 2022

Broadcast-TDMA: A Cost-Effective Fault-Tolerance Method for TSV Lifetime Reliability Enhancement.
IEEE Des. Test, 2022

AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury.
CoRR, 2022

CFNet: Learning Correlation Functions for One-Stage Panoptic Segmentation.
CoRR, 2022

Challenges of Neural Machine Translation for Short Texts.
Comput. Linguistics, 2022

Effective Approaches to Neural Query Language Identification.
Comput. Linguistics, 2022

Corrigendum to "Broad learning system stacking with multi-scale attention for the diagnosis of gastric intestinal metaplasia" [Biomed. Signal Process. Control 73 (2022) 103476].
Biomed. Signal Process. Control., 2022

Broad learning system stacking with multi-scale attention for the diagnosis of gastric intestinal metaplasia.
Biomed. Signal Process. Control., 2022

Resource Allocation for Intelligent Reflecting Surface-Assisted Cooperative NOMA-URLLC Networks in Smart Grid.
Proceedings of the IEEE International Conference on Communications, 2022

Self-supervised Product Title Rewrite for Product Listing Ads.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022

Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

A Lightweight M_TRNG Design based on MUX Cell Entropy using Multiphase Sampling.
Proceedings of the Asian Hardware Oriented Security and Trust Symposium, 2022

MRCO: A Multi-ring Convergence Oscillator-based High-Efficiency True Random Number Generator.
Proceedings of the Asian Hardware Oriented Security and Trust Symposium, 2022

Unsupervised Preference-Aware Language Identification.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

DIRL: Domain-Invariant Representation Learning for Generalizable Semantic Segmentation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Pure Digital Scalable Mixed Entropy Separation Structure for Physical Unclonable Function and True Random Number Generator.
IEEE Trans. Very Large Scale Integr. Syst., 2021

Learning to Hash for Personalized Image Authentication.
IEEE Trans. Circuits Syst. Video Technol., 2021

High-Throughput Portable True Random Number Generator Based on Jitter-Latch Structure.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021

A high reliability physically unclonable function based on multiple tunable ring oscillator.
Microelectron. J., 2021

Towards User-Driven Neural Machine Translation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Predicting mortality in critically ill patients with diabetes using machine learning and clinical notes.
BMC Medical Informatics Decis. Mak., 2020

Deep reinforcement learning for pedestrian collision avoidance and human-machine cooperative driving.
Inf. Sci., 2020

Exploiting Neural Query Translation into Cross Lingual Information Retrieval.
CoRR, 2020

Constraint Translation Candidates: A Bridge between Neural Query Translation and Cross-lingual Information Retrieval.
CoRR, 2020

Towards Expressive Graph Representation.
CoRR, 2020

Jitter-Quantizing-Based TRNG Robust Against PVT Variations.
IEEE Access, 2020

A Pre-trained Clinical Language Model for Acute Kidney Injury.
Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Domain Transfer based Data Augmentation for Neural Query Translation.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Clinical text classification with rule-based features and knowledge-guided convolutional neural networks.
BMC Medical Informatics Decis. Mak., 2019

Developing a portable natural language processing based phenotyping system.
BMC Medical Informatics Decis. Mak., 2019

Identifying Breast Cancer Distant Recurrences from Electronic Health Records Using Machine Learning.
J. Heal. Informatics Res., 2019

Traditional Chinese medicine clinical records classification with BERT and domain specific corpora.
J. Am. Medical Informatics Assoc., 2019

KG-BERT: BERT for Knowledge Graph Completion.
CoRR, 2019

MedGCN: Graph Convolutional Networks for Multiple Medical Tasks.
CoRR, 2019

Named Entity Recognition in Traditional Chinese Medicine Clinical Cases Combining BiLSTM-CRF with Knowledge Graph.
Proceedings of the Knowledge Science, Engineering and Management, 2019

Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study.
Proceedings of the AMIA 2019, 2019

Graph Convolutional Networks for Text Classification.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
A Topic Modeling Approach for Traditional Chinese Medicine Prescriptions.
IEEE Trans. Knowl. Data Eng., 2018

Incorporating knowledge into neural network for text representation.
Expert Syst. Appl., 2018

Distribution Networks for Open Set Learning.
CoRR, 2018

Alibaba's Neural Machine Translation Systems for WMT18.
Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

Portable Phenotyping System: A Portable Machine-Learning Approach to i2b2 Obesity Challenge.
Proceedings of the IEEE International Conference on Healthcare Informatics Workshops, 2018

Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

A Low-Cost High-Efficiency True Random Number Generator on FPGAs.
Proceedings of the 27th IEEE Asian Test Symposium, 2018

2017
Mining coherent topics in documents using word embeddings and large-scale text data.
Eng. Appl. Artif. Intell., 2017

Knowledge-based document embedding for cross-domain text classification.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Incorporating Knowledge Graph Embeddings into Topic Modeling.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Finding smallest k-Compact tree set for keyword queries on graphs using mapreduce.
World Wide Web, 2016

Concept over time: the combination of probabilistic topic model with wikipedia knowledge.
Expert Syst. Appl., 2016

Purchase prediction using Tmall-specific features.
Concurr. Comput. Pract. Exp., 2016

SoochowNLP Team System Description for 2016 KBP Slot Filling and Nugget Detection Tasks.
Proceedings of the 2016 Text Analysis Conference, 2016

Topic Model Based Adaptation Data Selection for Domain-Specific Machine Translation.
Proceedings of the Social Media Processing - 5th National Conference, 2016

Image-Image Search for Comparable Corpora Construction.
Proceedings of the Sixth Workshop on Hybrid Approaches to Translation, 2016

Traditional Chinese medicine clinical records classification using knowledge-powered document embedding.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

A joint model for question-answering over Traditional Chinese Medicine.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

2015
Discovering treatment pattern in Traditional Chinese Medicine clinical cases by exploiting supervised topic model and domain knowledge.
J. Biomed. Informatics, 2015

A qualitative network model for understanding regional metabolism in the context of Social-Economic-Natural Complex Ecosystem theory.
Ecol. Informatics, 2015

Incorporating Probabilistic Knowledge into Topic Models.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Short Text Understanding by Leveraging Knowledge into Topic Model.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

A novel method to optimize training data for translation model adaptation.
Proceedings of the 2015 International Conference on Asian Language Processing, 2015

A question-answering system over Traditional Chinese Medicine.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
Discovering treatment pattern in traditional Chinese medicine clinical cases using topic model and domain knowledge.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Query-driven Frequent Co-occurring Term Extraction over Relational Data using MapReduce
CoRR, 2013

Context-based Diversification for Keyword Queries over XML Data
CoRR, 2013

Efficient Computation of Multiple XML Keyword Queries.
Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

2012
A path-transfer based multi-path reliable routing in wireless sensor networks.
Proceedings of the 31st IEEE International Performance Computing and Communications Conference, 2012

MND: An Information of Detected Neighbors Based Multi-channel Neighbor Discovery Protocol for Wireless Sensor Networks.
Proceedings of the Advances in Wireless Sensor Networks, 2012

Analysis and comparison of two clipping methods in PAPR reduction for OFDM system.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2011
The method for matching the PMSM's base parameters of the Hybrid Electric Vehicle based on drive cycle.
Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011

Vehicle stability control algorithm based on optimal fuzzy theory.
Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011

2010
A novel cartography scheme based on run-length operation.
Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010


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