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2020 – today
- 2025
[j55]Liang Yao, Fan Liu, Chuanyi Zhang, Zhiquan Ou, Ting Wu:
Domain-Invariant Progressive Knowledge Distillation for UAV-Based Object Detection. IEEE Geosci. Remote. Sens. Lett. 22: 1-5 (2025)- 2024
- [j54]Jingang Jiang
, Chuan Lin, Shuainan Xu, Yanxin Yu, Liang Yao, Zhiyuan Huang:
Application-Oriented Modeling of Soft Actuator Ionic Polymer-Metal Composites: A Review. Adv. Intell. Syst. 6(3) (2024) - [j53]Liang Yao, Yawen Xu, Yuqing Huang, Long Lei, Baoliang Zhao, Qiong Wang, Faqin Lv, Ying Hu:
Explainable tele-ultrasound diagnosis of blast lung injury via incremental multimodal multistage fusion and video transformer. Biomed. Signal Process. Control. 94: 106320 (2024) - [j52]Peixuan Ge, Shibo Li, Yefeng Liang, Shuwei Zhang, Lihai Zhang, Ying Hu, Liang Yao, Pak-Kin Wong:
Enhancing trabecular CT scans based on deep learning with multi-strategy fusion. Comput. Medical Imaging Graph. 116: 102410 (2024) - [j51]Yaozu Kan, Gui-Fu Lu, Liang Yao, Bing Cai, Jinbiao Zhao:
Multi-view clustering using a flexible and optimal multi-graph fusion method. Eng. Appl. Artif. Intell. 128: 107452 (2024) - [j50]Jinhao Xie, Huaguo Liang, Changlong Cao, Liang Yao, Yingchun Lu:
A machine learning resistant PUF circuit adjustment method based on strict avalanche criterion. IEICE Electron. Express 21(13): 20240245 (2024) - [j49]Bing Cai, Gui-Fu Lu, Liang Yao, Jiashan Wan:
Aligned multi-view clustering for unmapped data via weighted tensor nuclear norm and adaptive graph learning. Neurocomputing 597: 128016 (2024) - [j48]Yu Chen, Huaguo Liang, Linghui Zhang, Liang Yao, Yingchun Lu:
High throughput dynamic dual entropy source true random number generator based on FPGA. Microelectron. J. 145: 106113 (2024) - [j47]Yingchun Lu, Bolin Sun, Enpu Xu, Changlong Cao, Linghui Zhang, Liang Yao:
High-throughput true random number generator based on a dual-input oscillation circuit. Microelectron. J. 151: 106367 (2024) - [j46]Liang Yao, Baoliang Zhao, Qiong Wang, Ziwen Wang, Peng Zhang, Xiaozhi Qi, Pak-Kin Wong, Ying Hu:
A Decision-Making Algorithm for Robotic Breast Ultrasound High-Quality Imaging via Broad Reinforcement Learning From Demonstration. IEEE Robotics Autom. Lett. 9(4): 3886-3893 (2024) - [j45]Shihao Yang, Huaguo Liang, Rong Hu, Liang Yao, Zhengfeng Huang, Maoxiang Yi, Yingchun Lu:
Lightweight Hybrid Entropy Source True Random Number Generator Based on Jitter and Metastability. IEEE Trans. Circuits Syst. II Express Briefs 71(7): 3513-3517 (2024) - [j44]Liang Yao, Baoliang Zhao, Xin Xu, Ziwen Wang, Pak-Kin Wong, Ying Hu:
Efficient Incremental Offline Reinforcement Learning With Sparse Broad Critic Approximation. IEEE Trans. Syst. Man Cybern. Syst. 54(1): 156-169 (2024) - [c43]Zhiquan Ou, Liang Yao, Ting Wu, Fan Liu:
AerialFace: A Light Weight Framework for Unmanned Aerial Vehicle Face Recognition. FG 2024: 1-7 - [c42]Zhengfeng Huang, Yankun Lin, Fansheng Zeng, Jingchang Bian, Zhao Yang, Huaguo Liang, Yingchun Lu, Liang Yao, Xiaoqing Wen, Tianming Ni:
PFO PUF: A Lightweight Parallel Feed Obfuscation PUF Resistant to Machine Learning Attacks. ITC-Asia 2024: 1-6 - [i25]Liang Yao:
Large Language Models are Contrastive Reasoners. CoRR abs/2403.08211 (2024) - [i24]Fan Liu, Liang Yao, Chuanyi Zhang, Ting Wu, Xinlei Zhang, Xiruo Jiang, Jun Zhou:
Scale-Invariant Feature Disentanglement via Adversarial Learning for UAV-based Object Detection. CoRR abs/2405.15465 (2024) - [i23]Fan Liu, Liang Yao, Shengxiang Xu, Chuanyi Zhang, Xinlei Zhang, Ting Wu:
UEMM-Air: A Synthetic Multi-modal Dataset for Unmanned Aerial Vehicle Object Detection. CoRR abs/2406.06230 (2024) - [i22]Liang Yao, Fan Liu, Chuanyi Zhang, Zhiquan Ou, Ting Wu:
Domain-invariant Progressive Knowledge Distillation for UAV-based Object Detection. CoRR abs/2408.11407 (2024) - 2023
- [j43]Liang Yao, Gui-Fu Lu, Jinbiao Zhao, Bing Cai:
Multi-view clustering based on a multimetric matrix fusion method. Expert Syst. Appl. 228: 120272 (2023) - [j42]Liang Yao, Xinya Wu, Huishan Zhang:
DCDRO:A true random number generator based on dynamically configurable dual-output ring oscillator. Integr. 93: 102053 (2023) - [j41]Liang Yao, Gui-Fu Lu:
Multi-view clustering indicator learning with scaled similarity. Pattern Anal. Appl. 26(3): 1395-1406 (2023) - [j40]Bing Cai, Gui-Fu Lu, Liang Yao, Hua Li:
High-order manifold regularized multi-view subspace clustering with robust affinity matrices and weighted TNN. Pattern Recognit. 134: 109067 (2023) - [j39]Tianming Ni, Qingsong Peng, Jingchang Bian, Liang Yao, Zhengfeng Huang, Aibin Yan, Senling Wang, Xiaoqing Wen:
Design of True Random Number Generator Based on Multi-Ring Convergence Oscillator Using Short Pulse Enhanced Randomness. IEEE Trans. Circuits Syst. I Regul. Pap. 70(12): 5074-5085 (2023) - [j38]Ziwen Wang, Baoliang Zhao, Peng Zhang, Liang Yao, Qiong Wang, Bing Li, Max Q.-H. Meng, Ying Hu:
Full-Coverage Path Planning and Stable Interaction Control for Automated Robotic Breast Ultrasound Scanning. IEEE Trans. Ind. Electron. 70(7): 7051-7061 (2023) - [j37]Liang Yao, Xiaolong Xu, Muhammad Bilal, Huihui Wang:
Dynamic Edge Computation Offloading for Internet of Vehicles With Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 24(11): 12991-12999 (2023) - [j36]Liang Yao, Huaguo Liang, Yingchun Lu:
Low-overhead TRNG based on MUX for cryptographic protection using multiphase sampling. J. Supercomput. 79(15): 17170-17186 (2023) - [j35]Yingchun Lu, Yun Yang, Rong Hu, Huaguo Liang, Maoxiang Yi, Zhengfeng Huang, Yuanming Ma, Tian Chen, Liang Yao:
High-efficiency TRNG Design Based on Multi-bit Dual-ring Oscillator. ACM Trans. Reconfigurable Technol. Syst. 16(4): 64:1-64:23 (2023) - [c41]Liang Yao, Fan Liu, Zhiquan Ou, Fei Wang, Delong Chen:
Single Sample Face Recognition Based on Identity-Attribute Disentanglement and Adversarial Feature Augmentation. CCBR 2023: 212-222 - [c40]Xuan Chen, Zhikui Chen, Liang Yao, Shubin Ma, Peng Li, Shuo Yu:
Correlation Fusion with Instance-level Auto-weighted for Multi-view Graph Clustering. HPCC/DSS/SmartCity/DependSys 2023: 400-407 - [c39]Yingying Han, Long Lei, Baoliang Zhao, Liang Yao, Ziwen Wang, Peng Zhang, Ying Hu:
A learning-based respiratory motion estimation with consecutive ultrasound images. IST 2023: 1-6 - [c38]Liang Yao, Jiazhen Peng, Shenggong Ji, Qiang Liu, Hongyun Cai, Feng He, Xu Cheng:
Friend Ranking in Online Games via Pre-training Edge Transformers. SIGIR 2023: 2016-2020 - [i21]Liang Yao, Jiazhen Peng, Shenggong Ji, Qiang Liu, Hongyun Cai, Feng He, Xu Cheng:
Friend Recall in Online Games via Pre-training Edge Transformers. CoRR abs/2302.10043 (2023) - [i20]Liang Yao, Jiazhen Peng, Chengsheng Mao, Yuan Luo:
Exploring Large Language Models for Knowledge Graph Completion. CoRR abs/2308.13916 (2023) - 2022
- [j34]Pak Kin Wong, Liang Yao, Tao Yan, I. Cheong Choi, Hon Ho Yu, Ying Hu:
Broad learning system stacking with multi-scale attention for the diagnosis of gastric intestinal metaplasia. Biomed. Signal Process. Control. 73: 103476 (2022) - [j33]Pak-Kin Wong, Liang Yao, Tao Yan, I. Cheong Choi, Hon Ho Yu, Ying Hu:
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. 75: 103578 (2022) - [j32]Yu Wan, Baosong Yang, Derek Fai Wong, Lidia S. Chao, Liang Yao, Haibo Zhang, Boxing Chen:
Challenges of Neural Machine Translation for Short Texts. Comput. Linguistics 48(2): 321-342 (2022) - [j31]Xingzhang Ren, Baosong Yang, Dayiheng Liu, Haibo Zhang, Xiaoyu Lv, Liang Yao, Jun Xie:
Effective Approaches to Neural Query Language Identification. Comput. Linguistics 48(4): 887-906 (2022) - [j30]Tianming Ni, Jingchang Bian, Zhao Yang, Mu Nie, Liang Yao, Zhengfeng Huang, Aibin Yan, Xiaoqing Wen:
Broadcast-TDMA: A Cost-Effective Fault-Tolerance Method for TSV Lifetime Reliability Enhancement. IEEE Des. Test 39(5): 34-42 (2022) - [j29]Yingchun Lu, Guangzhen Hu, Jianan Wang, Hao Wang, Liang Yao, Huaguo Liang, Maoxiang Yi, Zhengfeng Huang:
A Low Power-Consumption Triple-Node-Upset-Tolerant Latch Design. J. Electron. Test. 38(1): 63-76 (2022) - [j28]Xiaolong Xu, Liang Yao, Muhammad Bilal, Shaohua Wan, Fei Dai, Kim-Kwang Raymond Choo:
Service Migration Across Edge Devices in 6G-Enabled Internet of Vehicles Networks. IEEE Internet Things J. 9(3): 1930-1937 (2022) - [j27]Chengsheng Mao, Liang Yao, Yuan Luo:
MedGCN: Medication recommendation and lab test imputation via graph convolutional networks. J. Biomed. Informatics 127: 104000 (2022) - [j26]Jingang Jiang, Liang Yao, Zhiyuan Huang, Guang Yu, Lihui Wang, Zhuming Bi:
The state of the art of search strategies in robotic assembly. J. Ind. Inf. Integr. 26: 100259 (2022) - [j25]Liang Yao, Huaguo Liang, Qian Han, Hong Zhang, Zhengfeng Huang, Cuiyun Jiang, Maoxiang Yi, Yingchun Lu:
M-RO PUF: A portable pure digital RO PUF based on MUX unit. Microelectron. J. 119: 105314 (2022) - [j24]Yanjie Wang, Huaguo Liang, Yuchuan Wang, Liang Yao, Maoxiang Yi, Zhengfeng Huang, Yingchun Lu:
A reconfigurable PUF structure with dual working modes based on entropy separation model. Microelectron. J. 124: 105445 (2022) - [j23]Liang Yao, Gui-Fu Lu:
Double structure scaled simplex representation for multi-view subspace clustering. Neural Networks 151: 168-177 (2022) - [j22]Yuxin Song, Zhaoming Zhong, Baoliang Zhao, Peng Zhang, Qiong Wang, Ziwen Wang, Liang Yao, Faqin Lv, Ying Hu:
Medical Ultrasound Image Quality Assessment for Autonomous Robotic Screening. IEEE Robotics Autom. Lett. 7(3): 6290-6296 (2022) - [j21]Jianguo Cui, Maoxiang Yi, Di Cao, Liang Yao, Xinyu Wang, Huaguo Liang, Zhengfeng Huang, Haochen Qi, Tianming Ni, Yingchun Lu:
Design of True Random Number Generator Based on Multi-Stage Feedback Ring Oscillator. IEEE Trans. Circuits Syst. II Express Briefs 69(3): 1752-1756 (2022) - [j20]Chengsheng Mao, Liang Yao, Yuan Luo:
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification With Chest X-Rays. IEEE Trans. Medical Imaging 41(8): 1990-2003 (2022) - [c37]Qi Xu, Liang Yao, Zhengkai Jiang, Guannan Jiang, Wenqing Chu, Wenhui Han, Wei Zhang, Chengjie Wang, Ying Tai:
DIRL: Domain-Invariant Representation Learning for Generalizable Semantic Segmentation. AAAI 2022: 2884-2892 - [c36]Xingzhang Ren, Baosong Yang, Dayiheng Liu, Haibo Zhang, Xiaoyu Lv, Liang Yao, Jun Xie:
Unsupervised Preference-Aware Language Identification. ACL (Findings) 2022: 3847-3852 - [c35]Tianming Ni, Qingsong Peng, Jingchang Bian, Liang Yao, Zhengfeng Huang, Aibin Yan, Xiaoqing Wen:
MRCO: A Multi-ring Convergence Oscillator-based High-Efficiency True Random Number Generator. AsianHOST 2022: 1-6 - [c34]Liang Yao, Huaguo Liang, Hong Zhang, Tianming Ni, Maoxiang Yi, Yingchun Lu:
A Lightweight M_TRNG Design based on MUX Cell Entropy using Multiphase Sampling. AsianHOST 2022: 1-4 - [c33]Xue Zhao, Dayiheng Liu, Junwei Ding, Liang Yao, Mahone Yan, Huibo Wang, Wenqing Yao:
Self-supervised Product Title Rewrite for Product Listing Ads. NAACL-HLT (Industry Papers) 2022: 79-85 - [c32]Huan Lin, Baosong Yang, Liang Yao, Dayiheng Liu, Haibo Zhang, Jun Xie, Min Zhang, Jinsong Su:
Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation. NAACL-HLT (Findings) 2022: 2622-2632 - [c31]Junjie Yang, Geng Liu, Jie Ren, Ying Liu, Liang Yao, Yuchen Zhou, Jian Chen:
Resource Allocation for Intelligent Reflecting Surface-Assisted Cooperative NOMA-URLLC Networks in Smart Grid. SmartGridComm 2022: 83-89 - [i19]Yifeng Chen, Wenqing Chu, Fangfang Wang, Ying Tai, Ran Yi, Zhenye Gan, Liang Yao, Chengjie Wang, Xi Li:
CFNet: Learning Correlation Functions for One-Stage Panoptic Segmentation. CoRR abs/2201.04796 (2022) - [i18]Chengsheng Mao, Liang Yao, Yuan Luo:
AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury. CoRR abs/2205.03695 (2022) - 2021
- [j19]Yuan Zhang, Huaguo Liang, Liang Yao, Maoxiang Yi, Zhengfeng Huang, Yingchun Lu:
A high reliability physically unclonable function based on multiple tunable ring oscillator. Microelectron. J. 117: 105263 (2021) - [j18]Xinyu Wang, Huaguo Liang, Yanjie Wang, Liang Yao, Yang Guo, Maoxiang Yi, Zhengfeng Huang, Haochen Qi, Yingchun Lu:
High-Throughput Portable True Random Number Generator Based on Jitter-Latch Structure. IEEE Trans. Circuits Syst. I Regul. Pap. 68(2): 741-750 (2021) - [j17]Zhiyong Su, Liang Yao, Jialin Mei, Lang Zhou, Weiqing Li:
Learning to Hash for Personalized Image Authentication. IEEE Trans. Circuits Syst. Video Technol. 31(4): 1648-1660 (2021) - [j16]Yingchun Lu, Xinyu Wang, Yanjie Wang, Yuan Zhang, Liang Yao, Maoxiang Yi, Zhengfeng Huang, Huaguo Liang:
Pure Digital Scalable Mixed Entropy Separation Structure for Physical Unclonable Function and True Random Number Generator. IEEE Trans. Very Large Scale Integr. Syst. 29(11): 1922-1929 (2021) - [c30]Huan Lin, Liang Yao, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Degen Huang, Jinsong Su:
Towards User-Driven Neural Machine Translation. ACL/IJCNLP (1) 2021: 4008-4018 - [i17]Huan Lin, Liang Yao, Baosong Yang, Dayiheng Liu, Haibo Zhang, Weihua Luo, Degen Huang, Jinsong Su:
Towards User-Driven Neural Machine Translation. CoRR abs/2106.06200 (2021) - 2020
- [j15]Yingchun Lu, Huaguo Liang, Liang Yao, Xinyu Wang, Haochen Qi, Maoxiang Yi, Cuiyun Jiang, Zhengfeng Huang:
Jitter-Quantizing-Based TRNG Robust Against PVT Variations. IEEE Access 8: 108482-108490 (2020) - [j14]Junxiang Li, Liang Yao, Xin Xu, Bang Cheng, Junkai Ren:
Deep reinforcement learning for pedestrian collision avoidance and human-machine cooperative driving. Inf. Sci. 532: 110-124 (2020) - [j13]Jiancheng Ye, Liang Yao, Jiahong Shen, Rethavathi Janarthanam, Yuan Luo:
Predicting mortality in critically ill patients with diabetes using machine learning and clinical notes. BMC Medical Informatics Decis. Mak. 20-S(11): 295 (2020) - [c29]Liang Yao, Baosong Yang, Haibo Zhang, Boxing Chen, Weihua Luo:
Domain Transfer based Data Augmentation for Neural Query Translation. COLING 2020: 4521-4533 - [c28]Chengsheng Mao, Liang Yao, Yuan Luo:
A Pre-trained Clinical Language Model for Acute Kidney Injury. ICHI 2020: 1-2 - [i16]Chengsheng Mao, Liang Yao, Yuan Luo:
Towards Expressive Graph Representation. CoRR abs/2010.05427 (2020) - [i15]Tianchi Bi, Liang Yao, Baosong Yang, Haibo Zhang, Weihua Luo, Boxing Chen:
Constraint Translation Candidates: A Bridge between Neural Query Translation and Cross-lingual Information Retrieval. CoRR abs/2010.13658 (2020) - [i14]Liang Yao, Baosong Yang, Haibo Zhang, Weihua Luo, Boxing Chen:
Exploiting Neural Query Translation into Cross Lingual Information Retrieval. CoRR abs/2010.13659 (2020)
2010 – 2019
- 2019
- [j12]Liang Yao, Zhe Jin, Chengsheng Mao, Yin Zhang, Yuan Luo:
Traditional Chinese medicine clinical records classification with BERT and domain specific corpora. J. Am. Medical Informatics Assoc. 26(12): 1632-1636 (2019) - [j11]Zexian Zeng, Liang Yao, Ankita Roy, Xiaoyu Li, Sasa Espino, Susan E. Clare, Seema A. Khan, Yuan Luo:
Identifying Breast Cancer Distant Recurrences from Electronic Health Records Using Machine Learning. J. Heal. Informatics Res. 3(3): 283-299 (2019) - [j10]Liang Yao, Chengsheng Mao, Yuan Luo:
Clinical text classification with rule-based features and knowledge-guided convolutional neural networks. BMC Medical Informatics Decis. Mak. 19-S(3): 31-39 (2019) - [j9]Himanshu Sharma, Chengsheng Mao, Yizhen Zhang, Haleh Vatani, Liang Yao, Yizhen Zhong, Luke V. Rasmussen, Guoqian Jiang, Jyotishman Pathak, Yuan Luo:
Developing a portable natural language processing based phenotyping system. BMC Medical Informatics Decis. Mak. 19-S(3): 79-87 (2019) - [c27]Liang Yao, Chengsheng Mao, Yuan Luo:
Graph Convolutional Networks for Text Classification. AAAI 2019: 7370-7377 - [c26]Prakash Adekkanattu, Guoqian Jiang, Yuan Luo, Paul R. Kingsbury, Zhenxing Xu, Luke V. Rasmussen, Jennifer A. Pacheco, Richard C. Kiefer, Daniel J. Stone, Pascal S. Brandt, Liang Yao, Yizhen Zhong, Yu Deng, Fei Wang, Jessica S. Ancker, Thomas R. Campion Jr., Jyotishman Pathak:
Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study. AMIA 2019 - [c25]Zhe Jin, Yin Zhang, Haodan Kuang, Liang Yao, Wenjin Zhang, Yunhe Pan:
Named Entity Recognition in Traditional Chinese Medicine Clinical Cases Combining BiLSTM-CRF with Knowledge Graph. KSEM (1) 2019: 537-548 - [i13]Chengsheng Mao, Liang Yao, Yuan Luo:
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-rays. CoRR abs/1904.00325 (2019) - [i12]Chengsheng Mao, Liang Yao, Yuan Luo:
MedGCN: Graph Convolutional Networks for Multiple Medical Tasks. CoRR abs/1904.00326 (2019) - [i11]Prakash Adekkanattu, Guoqian Jiang, Yuan Luo, Paul R. Kingsbury, Zhenxing Xu, Luke V. Rasmussen, Jennifer A. Pacheco, Richard C. Kiefer, Daniel J. Stone, Pascal S. Brandt, Liang Yao, Yizhen Zhong, Yu Deng, Fei Wang, Jessica S. Ancker, Thomas R. Campion Jr., Jyotishman Pathak:
Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study. CoRR abs/1905.01961 (2019) - [i10]Liang Yao, Chengsheng Mao, Yuan Luo:
KG-BERT: BERT for Knowledge Graph Completion. CoRR abs/1909.03193 (2019) - 2018
- [j8]Yiming Li, Baogang Wei, Yonghuai Liu, Liang Yao, Hui Chen, Jifang Yu, Wenhao Zhu:
Incorporating knowledge into neural network for text representation. Expert Syst. Appl. 96: 103-114 (2018) - [j7]Liang Yao, Yin Zhang, Baogang Wei, Wenjin Zhang, Zhe Jin:
A Topic Modeling Approach for Traditional Chinese Medicine Prescriptions. IEEE Trans. Knowl. Data Eng. 30(6): 1007-1021 (2018) - [c24]Gaoliang Ma, Huaguo Liang, Liang Yao, Zhengfeng Huang, Maoxiang Yi, Xiumin Xu, Kai Zhou:
A Low-Cost High-Efficiency True Random Number Generator on FPGAs. ATS 2018: 54-58 - [c23]Yikuan Li, Liang Yao, Chengsheng Mao, Anand Srivastava, Xiaoqian Jiang, Yuan Luo:
Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes. BIBM 2018: 683-686 - [c22]Chengsheng Mao, Liang Yao, Yiheng Pan, Yuan Luo, Zexian Zeng:
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images. BIBM 2018: 1209-1214 - [c21]Liang Yao, Chengsheng Mao, Yuan Luo:
Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks. ICHI Workshops 2018: 70-71 - [c20]Himanshu Sharma, Chengsheng Mao, Yizhen Zhang, Haleh Vatani, Liang Yao, Yizhen Zhong, Luke V. Rasmussen, Guoqian Jiang, Jyotishman Pathak, Yuan Luo:
Portable Phenotyping System: A Portable Machine-Learning Approach to i2b2 Obesity Challenge. ICHI Workshops 2018: 86-87 - [c19]Yongchao Deng, Shanbo Cheng, Jun Lu, Kai Song, Jingang Wang, Shenglan Wu, Liang Yao, Guchun Zhang, Haibo Zhang, Pei Zhang, Changfeng Zhu, Boxing Chen:
Alibaba's Neural Machine Translation Systems for WMT18. WMT (shared task) 2018: 368-376 - [i9]Himanshu Sharma, Chengsheng Mao, Yizhen Zhang, Haleh Vatani, Liang Yao, Yizhen Zhong, Luke V. Rasmussen, Guoqian Jiang, Jyotishman Pathak, Yuan Luo:
Developing a Portable Natural Language Processing Based Phenotyping System. CoRR abs/1807.06638 (2018) - [i8]Liang Yao, Chengsheng Mao, Yuan Luo:
Clinical Text Classification with Rule-based Features and Knowledge-guided Convolutional Neural Networks. CoRR abs/1807.07425 (2018) - [i7]Liang Yao, Chengsheng Mao, Yuan Luo:
Graph Convolutional Networks for Text Classification. CoRR abs/1809.05679 (2018) - [i6]Chengsheng Mao, Yiheng Pan, Zexian Zeng, Liang Yao, Yuan Luo:
Deep Generative Classifiers for Thoracic Disease Diagnosis with Chest X-ray Images. CoRR abs/1809.07436 (2018) - [i5]Chengsheng Mao, Liang Yao, Yuan Luo:
Distribution Networks for Open Set Learning. CoRR abs/1809.08106 (2018) - [i4]Yikuan Li, Liang Yao, Chengsheng Mao, Anand Srivastava, Xiaoqian Jiang, Yuan Luo:
Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes. CoRR abs/1811.02757 (2018) - 2017
- [j6]Liang Yao, Yin Zhang, Qinfei Chen, Hongze Qian, Baogang Wei, Zhifeng Hu:
Mining coherent topics in documents using word embeddings and large-scale text data. Eng. Appl. Artif. Intell. 64: 432-439 (2017) - [c18]Liang Yao, Yin Zhang, Baogang Wei, Zhe Jin, Rui Zhang, Yangyang Zhang, Qinfei Chen:
Incorporating Knowledge Graph Embeddings into Topic Modeling. AAAI 2017: 3119-3126 - [c17]Yiming Li, Baogang Wei, Liang Yao, Hui Chen, Zherong Li:
Knowledge-based document embedding for cross-domain text classification. IJCNN 2017: 1395-1402 - 2016
- [j5]Yang Zhao, Liang Yao, Yin Zhang:
Purchase prediction using Tmall-specific features. Concurr. Comput. Pract. Exp. 28(14): 3879-3894 (2016) - [j4]Liang Yao, Yin Zhang, Baogang Wei, Lei Li, Fei Wu, Peng Zhang, Yali Bian:
Concept over time: the combination of probabilistic topic model with wikipedia knowledge. Expert Syst. Appl. 60: 27-38 (2016) - [j3]Chengfei Liu, Liang Yao, Jianxin Li, Rui Zhou, Zhenying He:
Finding smallest k-Compact tree set for keyword queries on graphs using mapreduce. World Wide Web 19(3): 499-518 (2016) - [c16]Xiangzhou Huang, Yin Zhang, Baogang Wei, Liang Yao:
A joint model for question-answering over Traditional Chinese Medicine. BIBM 2016: 1904-1906 - [c15]Liang Yao, Yin Zhang, Baogang Wei, Zherong Li, Xiangzhou Huang:
Traditional Chinese medicine clinical records classification using knowledge-powered document embedding. BIBM 2016: 1926-1928 - [c14]Yu Hong, Liang Yao, Mengyi Liu, Tongtao Zhang, Wenxuan Zhou, Jianmin Yao, Heng Ji:
Image-Image Search for Comparable Corpora Construction. HyTra@COLING 2016: 16-25 - [c13]Liang Yao, Mengyi Liu, Yu Hong, Hao Liu, Jianmin Yao:
Topic Model Based Adaptation Data Selection for Domain-Specific Machine Translation. SMP 2016: 162-171 - [i3]Yu Hong, Yingying Qiu, Zengzhuang Xu, Wenxuan Zhou, Jian Tang, Xiaobin Wang, Liang Yao, Jianmin Yao:
SoochowNLP Team System Description for 2016 KBP Slot Filling and Nugget Detection Tasks. TAC 2016 - 2015
- [j2]Liang Yao, Jingru Liu, Rusong Wang, Ke Yin, Baolong Han:
A qualitative network model for understanding regional metabolism in the context of Social-Economic-Natural Complex Ecosystem theory. Ecol. Informatics 26(1): 29-34 (2015) - [j1]Liang Yao, Yin Zhang, Baogang Wei, Wei Wang, Yuejiao Zhang, Xiaolin Ren, Yali Bian:
Discovering treatment pattern in Traditional Chinese Medicine clinical cases by exploiting supervised topic model and domain knowledge. J. Biomed. Informatics 58: 260-267 (2015) - [c12]Xiangzhou Huang, Yin Zhang, Baogang Wei, Liang Yao:
A question-answering system over Traditional Chinese Medicine. BIBM 2015: 1737-1739 - [c11]Hao Liu, Yu Hong, Liang Yao, Le Liu, Jianmin Yao, Qiaoming Zhu:
A novel method to optimize training data for translation model adaptation. IALP 2015: 1-4 - [c10]Shansong Yang, Weiming Lu, Dezhi Yang, Liang Yao, Baogang Wei:
Short Text Understanding by Leveraging Knowledge into Topic Model. HLT-NAACL 2015: 1232-1237 - [c9]Liang Yao, Yin Zhang, Baogang Wei, Hongze Qian, Yibing Wang:
Incorporating Probabilistic Knowledge into Topic Models. PAKDD (2) 2015: 586-597 - 2014
- [c8]Liang Yao, Yin Zhang, Baogang Wei, Wei Wang, Yuejiao Zhang, Xiaolin Ren:
Discovering treatment pattern in traditional Chinese medicine clinical cases using topic model and domain knowledge. BIBM 2014: 191-192 - 2013
- [c7]Liang Yao, Chengfei Liu, Jianxin Li, Rui Zhou:
Efficient Computation of Multiple XML Keyword Queries. WISE (1) 2013: 368-381 - [i2]Jianxin Li, Chengfei Liu, Liang Yao, Jeffrey Xu Yu:
Context-based Diversification for Keyword Queries over XML Data. CoRR abs/1301.2375 (2013) - [i1]Jianxin Li, Chengfei Liu, Liang Yao, Jeffrey Xu Yu, Rui Zhou:
Query-driven Frequent Co-occurring Term Extraction over Relational Data using MapReduce. CoRR abs/1301.2378 (2013) - 2012
- [c6]Liang Yao, Jing He, Xinyu Xu:
Analysis and comparison of two clipping methods in PAPR reduction for OFDM system. BMEI 2012: 1435-1438 - [c5]Jinbao Li, Zhigang Wang, Liang Yao, Longjiang Guo:
MND: An Information of Detected Neighbors Based Multi-channel Neighbor Discovery Protocol for Wireless Sensor Networks. CWSN 2012: 167-180 - [c4]Jinbao Li, Li Zhang, Longjiang Guo, Liang Yao:
A path-transfer based multi-path reliable routing in wireless sensor networks. IPCCC 2012: 463-470 - 2011
- [c3]Liang Chu, Jian Chen, Liang Yao, Libo Chao, Yongsheng Zhang, Minghui Liu, Ziliang Zhao:
Vehicle stability control algorithm based on optimal fuzzy theory. EMEIT 2011: 3210-3213 - [c2]Liang Chu, Jiankun Yin, Liang Yao, Wei Wang:
The method for matching the PMSM's base parameters of the Hybrid Electric Vehicle based on drive cycle. EMEIT 2011: 3234-3237 - 2010
- [c1]Jiechen Wang, Liang Yao, Yingxia Pu, Gang Chen, Jingsong Ma:
A novel cartography scheme based on run-length operation. Geoinformatics 2010: 1-5
Coauthor Index
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