Jixuan Wang Headshot

Jixuan Wang

I am a PhD candidate at the Department of Computer Science in University of Toronto. I am privileged to work under the supervision of Michael Brudno and Frank Rudzicz.

I am interested in machine learning and deep learning and their applications in speech, natural language processing and health care.

My CV can be found here.

# Publications

Encoding syntactic knowledge in transformer encoder for intent detection and slot filling
Jixuan Wang, Kai Wei, Martin Radfar, Weiwei Zhang, Clement Chung.
To appear in AAAI, 2021.

Speaker attribution with profiles by graph-based semi-supervised learning
Jixuan Wang, Xiong Xiao, Jian Wu, Ranjani Ramamurthy, Frank Rudzicz, Michael Brudno

Speaker diarization with session-level speaker embedding refinement using graph neural networks
Jixuan Wang, Xiong Xiao, Jian Wu, Ranjani Ramamurthy, Frank Rudzicz, Michael Brudno
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020.

Training without training data: Improving the generalizability of automated medical abbreviation disambiguation
Marta Skreta, Aryan Arbabi, Jixuan Wang, Michael Brudno
Conference on Neural Information Processing Systems (NeurIPS) Machine Learning for Health (ML4H) Workshop, 2019.

Centroid-based deep metric learning for speaker recognition
Jixuan Wang*, Kuan-Chieh Wang*, Marc Law, Frank Rudzicz, Michael Brudno.
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019.

Customizable facial gesture recognition for improved assistive technology
Kuan-Chieh Wang, Jixuan Wang, Khai Truong, Richard Zemel
International Conference on Learning Representations (ICLR) AI for Social Good Workshop, 2019.

ERDS-exome: a hybrid approach for copy number variant detection from whole-exome sequencing Data.
Renjie Tan*, Jixuan Wang*, Xiaoliang Wu, ..., Qinghua Jiang, Yadong Wang
IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2017.

Extending Gene Ontology with Gene Association Networks
Jiajie Peng, Tao Wang, Jixuan Wang, Yadong Wang, Jin Chen
Bioinformatics, 2015.

Analyzing large-scale samples confirms the association between the rs1051730 polymorphism and lung cancer susceptibility
Zhijie Han, Qinghua Jiang, Tianjiao Zhang, Xiaoliang Wu, Rui Ma, Jixuan Wang, Yang Bai, Rongjie Wang, Renjie Tan, and Yadong Wang
Scientific Reports, 2015.

LncRNA2Target: a database for differentially expressed genes after lncRNA knockdown or overexpression
Qinghua Jiang, Jixuan Wang, Xiaoliang Wu, Rui Ma, Tianjiao Zhang, Shuilin Jin, Zhijie Han, Renjie Tan, Jiajie Peng, Guiyou Liu, Yu Li, Yadong Wang
Nucleic Acids Research, 2014.

LncRNA2Function: a comprehensive resource for functional investigation of human lncRNAs based on RNA-seq data
Qinghua Jiang, Rui Ma, Jixuan Wang, Xiaoliang Wu, Shuilin Jin, Jiajie Peng, Renjie Tan, Tianjiao Zhang, Yu Li, Yadong Wang
BMC genomics, 2014.

TF2LncRNA: Identifying Common Transcription Factors for a List of lncRNA Genes from ChIP-Seq Data
Qinghua Jiang, Jixuan Wang, Yadong Wang, Rui Ma, Xiaoliang Wu, Yu Li
BioMed Research International, 2014.

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