|
1 Jul 2022
|
SERC
|
Institute for Infocomm Research
|
HTKG: Deep Keyphrase Generation with Neural Hierarchical Topic Guidance (Pending publish)
|
Xiaoli Li
|
SIGIR 2022
|
|
21 Apr 2022
|
SERC
|
Institute for Infocomm Research
|
Significance of activation functions in developing an online classifier for semiconductor defect detection
|
Md Meftahul Ferdaus,
Bangjian Zhou,
Ji Wei Yoon,
Kain Lu Low,
Jieming Pan,
Joydeep Ghosh,
Min Wu,
Xiaoli Li,
Aaron Voon-Yew Thean,
J. Senthilnath
|
Knowledge-Based Systems
|
|
18 Apr 2022
|
SERC
|
Institute for Infocomm Research
|
Bi-LSTM-Based Two-Stream Network for Machine Remaining Useful Life Prediction
|
Ruibing Jin,
Zhenghua Chen,
Keyu Wu,
Min Wu,
Xiaoli Li,
Ruqiang Yan
|
IEEE Transactions on Instrumentation and Measurement
|
|
24 Feb 2022
|
SERC
|
Institute for Infocomm Research
|
Conditional Contrastive Domain Generalization for Fault Diagnosis
|
Mohamed Ragab,
Zhenghua Chen,
Wenyu Zhang,
Emadeldeen Eldele,
Min Wu,
Chee-Keong Kwoh,
Xiaoli Li
|
IEEE Transactions on Instrumentation and Measurement
|
|
22 Feb 2022
|
SERC
|
Institute for Infocomm Research
|
Generalizing Reinforcement Learning through Fusing Self-Supervised Learning into Intrinsic Motivation
|
Keyu Wu,
Min Wu,
Zhenghua Chen,
Yuecong Xu,
Xiaoli Li
|
36th AAAI Conference on Artificial Intelligence
|
|
19 Jan 2022
|
SERC
|
Institute for Infocomm Research
|
Planning Sequential Interventions to tackle Depression in Large Uncertain Social Networks using Deep Reinforcement Learning
|
Aye Phyu Phyu Aung,
Senthilnath Jayavelu,
Xiaoli Li,
Bo An
|
Neurocomputing
|
|
11 Jan 2022
|
SERC
|
Institute for Infocomm Research
|
Multi-feature Fused Bidirectional Long Short-term Memory for Remaining Useful Life Prediction
|
Ruibing Jin,
Zhenghua Chen,
Keyu Wu,
Min Wu,
Xiaoli Li,
Ruqiang Yan
|
2021 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD)
|
|
9 Dec 2021
|
SERC
|
Institute for Infocomm Research
|
Two Eyes Are Better Than One: Exploiting Binocular Correlation for Diabetic Retinopathy Severity Grading
|
Peisheng Qian,
Ziyuan Zhao,
Cong Chen,
Zeng Zeng,
Xiaoli Li
|
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
|
|
7 Nov 2021
|
SERC
|
Institute for Infocomm Research
|
Integrating Semantic Scenario and Word Relations for Abstractive Sentence Summarization
|
Yong Guan,
Shaoru Guo,
Ru Li,
Xiaoli Li,
Hu Zhang
|
EMNLP 2021
|
|
7 Nov 2021
|
SERC
|
Institute for Infocomm Research
|
Frame Semantic-Enhanced Sentence Modeling for Sentence-level Extractive Text Summarization
|
Yong Guan,
Shaoru Guo,
Ru Li,
Xiaoli Li,
Hongye Tan
|
EMNLP 2021
|
|
4 Nov 2021
|
SERC
|
Institute for Infocomm Research
|
Contrastive Adversarial Knowledge Distillation for Deep Model Compression in Time-Series Regression Tasks
|
Ragab Mohamed,
Chao Wang,
Min Wu,
Xiaoli Li,
Qing Xu,
Zhenghua Chen
|
Neurocomputing
|
|
20 Sep 2021
|
SERC
|
Institute for Infocomm Research
|
Attention-based sequence to sequence model for machine remaining useful life prediction
|
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Chee-Keong Kwoh,
Ruqiang Yan,
Xiaoli Li
|
Neurocomputing
|
|
1 Sep 2021
|
SERC
|
Institute for Infocomm Research
|
Frame-based Multi-level Semantics Representation for text matching
|
Shaoru Guo,
Yong Guan,
Ru Li,
Xiaoli Li,
Hongye Tan
|
Knowledge-Based Systems
|
|
21 Aug 2021
|
SERC
|
Institute for Infocomm Research
|
Deep Reinforcement Learning Boosted Partial Domain Adaptation
|
Keyu Wu,
Min Wu,
Jianfei Yang,
Zhenghua Chen,
Zhengguo Li,
Xiaoli Li
|
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence
|
|
11 Aug 2021
|
SERC
|
Institute for Infocomm Research
|
Time-Series Representation Learning via Temporal and Contextual Contrasting
|
Emadeldeen Eldele,
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Chee Keong Kwoh,
Xiaoli Li,
Cuntai Guan
|
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence
|
|
4 Aug 2021
|
SERC
|
Institute for Infocomm Research
|
DocOIE: A Document-level Context-Aware Dataset for OpenIE
|
Kuicai Dong,
Yilin Zhao,
Aixin Sun,
Jung-jae Kim,
Xiaoli Li
|
ACL
|
|
4 Aug 2021
|
SERC
|
Institute for Infocomm Research
|
GCRC: A New MRC Dataset from Gaokao Chinese for Explainable Evaluation
|
Hongye Tan,
Xiaoyue Wang,
Yu Ji,
Ru Li,
Xiaoli Li,
Zhiwei Hu,
Yunxiao Zhao,
Xiaoqi Han
|
ACL
|
|
4 Aug 2021
|
SERC
|
Institute for Infocomm Research
|
A Conditional Splitting Framework for Efficient Constituency Parsing
|
Thanh-Tung Nguyen,
Xuan-Phi Nguyen,
Shafiq Joty,
Xiaoli Li
|
ACL
|
|
1 Aug 2021
|
SERC
|
Institute for Infocomm Research
|
A Knowledge-Guided Framework for Frame Identification
|
Xuefeng Su,
Ru Li,
Xiaoli Li,
Jeff Z. Pan,
Hu Zhang,
Qinghua Chai,
Xiaoqi Han
|
ACL
|
|
11 Jun 2021
|
SERC
|
Institute for Infocomm Research
|
RST Parsing from Scratch
|
Xiaoli Li
|
Annual Conference of the North American Chapter of the Association for Computational Linguistics
|
|
11 May 2021
|
SERC
|
Institute for Infocomm Research
|
Prediction of Synthetic Lethal Interactions in Human Cancers using Multi-view Graph Auto-Encoder
|
Zhifeng Hao,
Di Wu,
Yuan Fang,
Min Wu,
Ruichu Cai,
Xiaoli Li
|
IEEE Journal of Biomedical and Health Informatics
|
|
19 Mar 2021
|
SERC
|
Institute for Infocomm Research
|
Frame Semantics Guided Network for Abstractive Sentence Summarization
|
Yong Guan,
Shaoru Guo,
Ru Li,
Xiaoli Li,
Hu Zhang
|
Knowledge-Based Systems
|
|
9 Feb 2021
|
SERC
|
Institute for Infocomm Research
|
KDnet-RUL: A Knowledge Distillation Framework to Compress Deep Neural Networks for Machine Remaining Useful Life Prediction
|
Qing Xu,
Zhenghua Chen,
Keyu Wu,
Chao Wang,
Min Wu,
Xiaoli Li
|
IEEE Transactions on Industrial Electronics
|
|
29 Dec 2020
|
SERC
|
Institute for Infocomm Research
|
Ensembling graph attention networks for human microbe–drug association prediction
|
Yahui Long,
Min Wu,
Yong Liu,
Chee Keong Kwoh,
Jiawei Luo,
Xiaoli Li
|
Bioinformatics
|
|
27 Dec 2020
|
SERC
|
Institute for Infocomm Research
|
CFSRE: Context-aware based on frame-semantics for distantly supervised relation extraction
|
Xiaoli Li
|
Knowledge-Based Systems
|
|
13 Dec 2020
|
SERC
|
Institute for Infocomm Research
|
Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading Comprehension
|
Xiaoli Li
|
International Conference on Computational Linguistics (COLING)
|
|
21 Oct 2020
|
SERC
|
Institute for Infocomm Research
|
Contrastive Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction
|
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Chuan Sheng Foo,
Chee-Keong Kwoh,
Ruqiang Yan,
Xiaoli Li
|
IEEE Transactions on Industrial Informatics
|
|
30 Sep 2020
|
SERC
|
Institute for Infocomm Research
|
Sea-Net: Squeeze-And-Excitation Attention Net For Diabetic Retinopathy Grading
|
Ziyuan Zhao,
Kartik Chopra,
Zeng Zeng,
Xiaoli Li
|
2020 IEEE International Conference on Image Processing (ICIP)
|
|
7 Sep 2020
|
SERC
|
Institute for Infocomm Research
|
Adversarial Transfer Learning for Machine Remaining Useful Life Prediction
|
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Chee Keong Kwoh,
Xiaoli Li
|
2020 IEEE International Conference on Prognostics and Health Management (ICPHM)
|
|
27 Aug 2020
|
SERC
|
Institute for Infocomm Research
|
Deep learning with long short-term memory networks for classification of dementia related travel patterns
|
Nhu Khue Vuong,
Yong Liu,
Syin Chan,
Chiew Tong Lau,
Zhenghua Chen,
Min Wu,
Xiaoli Li
|
|
|
25 Jul 2020
|
SERC
|
Institute for Infocomm Research
|
Global Context Enhanced Graph Neural Networks for Session-based Recommendation
|
Ziyang Wang,
Wei Wei,
Gao Cong,
Xiaoli Li,
Xian-Ling Mao,
Minghui Qiu
|
SIGIR '20: Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval
|
|
15 Jul 2020
|
SERC
|
Institute for Infocomm Research
|
Adversarial Multiple-Target Domain Adaptation for Fault Classification
|
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Haoliang Li,
Chee-Keong Kwoh,
Ruqiang Yan,
Xiaoli Li
|
IEEE Transactions on Instrumentation and Measurement
|
|
1 Jul 2020
|
SERC
|
Institute for Infocomm Research
|
Differentiable Window for Dynamic Local Attention
|
Thanh-Tung Nguyen,
Xuan-Phi Nguyen,
Shafiq Joty,
Xiaoli Li
|
ACL 2020
|
|
1 Jul 2020
|
SERC
|
Institute for Infocomm Research
|
Efficient Constituency Parsing by Pointing
|
Thanh-Tung Nguyen,
Xuan-Phi Nguyen,
Shafiq Joty,
Xiaoli Li
|
ACL 2020
|
|
1 Jul 2020
|
SERC
|
Institute for Infocomm Research
|
A Frame-based Sentence Representation for Machine Reading Comprehension
|
Shaoru Guo,
Ru Li,
Hongye Tan,
Xiaoli Li,
Yong Guan,
Hongyan Zhao
|
ACL 2020
|
|
4 May 2020
|
SERC
|
Institute for Infocomm Research
|
We Mind Your Well-being: Preventing Depression in Uncertain Social Networks by Sequential Interventions
|
Aye Phyu Phyu Aung,
Xinrun Wang,
Bo An,
Xiaoli Li
|
Thirtieth International Conference on Automated Planning and Scheduling (ICAPS)
|
|
9 Apr 2020
|
SERC
|
Institute for Infocomm Research
|
Mahalanobis Distance based Adversarial Network For Anomaly Detection
|
Yubo Hou,
Zhenghua Chen,
Min Wu,
Chuan-Sheng Foo,
Xiaoli Li,
Shubair Raed M.
|
ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
|
|
13 Feb 2020
|
SERC
|
Institute for Infocomm Research
|
Machine Remaining Useful Life Prediction via an Attention Based Deep Learning Approach
|
Zhenghua Chen,
Min Wu,
Rui Zhao,
Feri Guretno,
Ruqiang Yan,
Xiaoli Li
|
IEEE Transactions on Industrial Electronics
|
|
2 Feb 2020
|
SERC
|
Institute for Infocomm Research
|
HyperML: A Boosting Metric Learning Approach in Hyperbolic Space for Recommender Systems
|
Lucas Vinh Tran,
yi tay,
Shuai Zhang,
Xiaoli Li
|
WSDM '20: Proceedings of the 13th International Conference on Web Search and Data Mining
|
|
3 Nov 2019
|
SERC
|
Institute for Infocomm Research
|
Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification
|
Linmei Hu,
Tianchi Yang,
Chuan Shi,
Houye Ji,
Xiaoli Li
|
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)
|
|
3 Oct 2019
|
SERC
|
Institute for Infocomm Research
|
Smartphone Sensor based Human Activity Recognition using Feature Fusion and Maximum Full A Posteriori
|
Zhenghua Chen,
Chaoyang Jiang,
Shili Xiang,
Jie Ding,
Min Wu,
Xiaoli Li
|
IEEE Transactions on Instrumentation and Measurement
|
|
21 Jul 2019
|
SERC
|
Institute for Infocomm Research
|
Interact and Decide: Medley of Sub-Attention Networks for Effective Group Recommendation
|
Lucas Vinh Tran,
Tuan-Anh Nguyen Pham,
yi tay,
Yiding Liu,
Gao Cong,
Xiaoli Li
|
SIGIR'19 Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval
|
|
24 Jun 2019
|
SERC
|
Institute for Infocomm Research
|
Metagraph-based Learning on Heterogeneous Graphs
|
Yuan Fang,
Wenqing Lin,
Vincent W. Zheng,
Min Wu,
Kevin Chen-Chuan Chang,
Xiaoli Li
|
IEEE Transactions on Knowledge and Data Engineering
|
|
11 Jun 2019
|
SERC
|
Institute for Infocomm Research
|
Combine Topic Modeling with Semantic Embedding: Embedding Enhanced Topic Model
|
Peng Zhang,
Suge Wang,
Deyu Li,
Xiaoli Li,
Zhikang Xu
|
IEEE Transactions on Knowledge and Data Engineering
|
|
19 May 2019
|
SERC
|
Institute for Infocomm Research
|
A Deep Learning Approach for Sleep-Wake Detection from HRV and Accelerometer Data
|
Jiyan Wu,
Zhenghua Chen,
Min Wu,
Jie Ding,
Zeng Zeng,
Karl Surmarcz,
Xiaoli Li
|
2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)
|
|
12 Dec 2018
|
SERC
|
Institute for Infocomm Research
|
Vehicle Scheduling with Multiple Trips and Time Windows and Long Planning Horizon
|
Shudong Liu,
Xiaoli Li,
Shili Xiang
|
Proceedings of IEEE International Conference on Intelligent Rail Transport (ICIRT) 2018
|
|
31 Oct 2018
|
SERC
|
Institute for Infocomm Research
|
A Generalized Predictive Framework for Data Driven Prognostics and Diagnostics using Machine Logs
|
Shili Xiang,
Dong Huang,
Xiaoli Li
|
Proceedings of TENCON 2018 - 2018 IEEE Region 10 Conference
|
|
20 Jun 2018
|
SERC
|
Institute for Infocomm Research
|
A Heterogeneous Information Network Method for Entity Set Expansion in Knowledge Graph
|
Xiaohuan Cao,
Chuan Shi,
Yuyan Zheng,
Jiayu Ding,
Xiaoli Li,
Bin Wu
|
PAKDD 2018: Advances in Knowledge Discovery and Data Mining
|
|
6 Nov 2017
|
SERC
|
Institute for Infocomm Research
|
MIKE: Keyphrase Extraction by Integrating Multidimensional Information
|
Yaocheng Chang,
Xiaoqing Liu,
Yuxiang Zhang,
Sujatha Das Gollapalli,
Xiaoli Li,
Chunjing Xiao
|
Conference on Information and Knowledge Management
|
|
14 Oct 2017
|
SERC
|
Institute for Infocomm Research
|
Mobile Robot Scheduling with Multiple Trips and Time Windows
|
Shudong Liu,
Shili Xiang,
Xiaoli Li,
Huayu Wu
|
Advanced Data Mining and Applications 2017
|