yyx@lab ~ $ whoami
My name is Yixiang Yao (IPA /i:ʃiɑŋ jaʊ/ee-shaang y-ow), 姚一翔 in Chinese, a.k.a. YYX.
I'm a Computer Science Ph.D. student at Center on Knowledge Graphs, University of Southern California, Information Sciences Institute, advised by Prof. Srivatsan Ravi. I also worked with Prof. Pedro Szekely previously in a lot of exciting projects. Prior to this, I worked for startup companies, enterprises and research institute for years.
My research interests include, but are not limited to, Information Extraction and Integration, Knowledge Representation, Natural Language Processing, and Privacy-enhancing technologies.
yyx@lab ~ $ ls -t ~/Preprints/* | xargs cat
@misc{yao2024feasibilityprivacypreservingentityresolution, title={Feasibility of Privacy-Preserving Entity Resolution on Confidential Healthcare Datasets Using Homomorphic Encryption}, author={Yixiang Yao and Joseph Cecil and Praveen Angyan and Neil Bahroos and Srivatsan Ravi}, year={2024}, eprint={2405.18430}, archivePrefix={arXiv}, primaryClass={cs.CE}, url={https://arxiv.org/abs/2405.18430}, }
@misc{yao2024privacypreservinglanguagemodelinference, title={Privacy-Preserving Language Model Inference with Instance Obfuscation}, author={Yixiang Yao and Fei Wang and Srivatsan Ravi and Muhao Chen}, year={2024}, eprint={2402.08227}, archivePrefix={arXiv}, primaryClass={cs.CL}, url={https://arxiv.org/abs/2402.08227}, }
@misc{yao2023labeling, title={Labeling without Seeing? Blind Annotation for Privacy-Preserving Entity Resolution}, author={Yixiang Yao and Weizhao Jin and Srivatsan Ravi}, year={2023}, eprint={2308.03734}, archivePrefix={arXiv}, primaryClass={cs.IR} }
@misc{ghai2022evaluating, title={Evaluating the Feasibility of a Provably Secure Privacy-Preserving Entity Resolution Adaptation of PPJoin using Homomorphic Encryption}, author={Tanmay Ghai and Yixiang Yao and Srivatsan Ravi and Pedro Szekely}, year={2022}, eprint={2208.07999}, archivePrefix={arXiv}, primaryClass={cs.CR} }
yyx@lab ~ $ ls -t ~/Publications/* | xargs cat
@inproceedings{ghai2023lessons, title={Lessons Learned: Building a Privacy-Preserving Entity Resolution Adaptation of PPJoin using End-to-End Homomorphic Encryption}, author={Ghai, Tanmay and Yao, Yixiang and Ravi, Srivatsan}, booktitle={2023 IEEE European Symposium on Security and Privacy Workshops (EuroS\&PW)}, pages={117--124}, year={2023}, organization={IEEE Computer Society} }
@inproceedings{yao2021amppere, title={AMPPERE: A Universal Abstract Machine for Privacy-Preserving Entity Resolution Evaluation}, author={Yao, Yixiang and Ghai, Tanmay and Ravi, Srivatsan and Szekely, Pedro}, booktitle={Proceedings of the 30th ACM International Conference on Information \& Knowledge Management}, pages={2394--2403}, year={2021} }
@inproceedings{li2020gaia, title={GAIA at SMKBP 2020-a dockerlized multi-media multi-lingual knowledge extraction, clustering, temporal tracking and hypothesis generation system}, author={Li, Manling and Lin, Ying and Lai, Tuan Manh and Pan, Xiaoman and Wen, Haoyang and Li, Sha and Wang, Zhenhailong and Yu, Pengfei and Huang, Lifu and Lu, Di and others}, booktitle={Proceedings of Thirteenth Text Analysis Conference (TAC 2020)}, year={2020} }
@inproceedings{szekely2019t2wml, title={T2WML: Table To Wikidata Mapping Language}, author={Szekely, Pedro and Garijo, Daniel and Bhatia, Divij and Wu, Jiasheng and Yao, Yixiang and Pujara, Jay}, booktitle={Proceedings of the 10th International Conference on Knowledge Capture}, pages={267--270}, year={2019} }
@inproceedings{yao2019extensible, title={Extensible and Scalable Entity Resolution for Financial Datasets Using RLTK}, author={Yao, Yixiang and Szekely, Pedro and Pujara, Jay}, booktitle={Proceedings of the 5th Workshop on Data Science for Macro-modeling with Financial and Economic Datasets}, pages={1--1}, year={2019} }
@inproceedings{li2019gaia, title={GAIA at SM-KBP 2019-A Multi-media Multi-lingual Knowledge Extraction and Hypothesis Generation System.}, author={Li, Manling and Lin, Ying and Subburathinam, Ananya and Whitehead, Spencer and Pan, Xiaoman and Lu, Di and Wang, Qingyun and Zhang, Tongtao and Huang, Lifu and Ji, Heng and others}, booktitle={TAC}, year={2019} }
@inproceedings{knoblock2017lessons, title={Lessons learned in building linked data for the American art collaborative}, author={Knoblock, Craig A and Szekely, Pedro and Fink, Eleanor and Degler, Duane and Newbury, David and Sanderson, Robert and Blanch, Kate and Snyder, Sara and Chheda, Nilay and Jain, Nimesh and others}, booktitle={International Semantic Web Conference}, pages={263--279}, year={2017}, organization={Springer} }
@inproceedings{knoblock2017demonstration, title={A Demonstration of Tools for Building Linked Data for the American Art Collaborative.}, author={Knoblock, Craig A and Szekely, Pedro A and Fink, Eleanor E and Degler, Duane and Newbury, David and Sanderson, Robert and Blanch, Kate and Snyder, Sara and Chheda, Nilay and Jain, Nimesh and others} }
@incollection{yao2013dynamic, title={Dynamic USBKEY System on Multiple Verification Algorithm}, author={Yao, Yixiang and Gao, Jinghua and Gong, Ying}, booktitle={Emerging Technologies for Information Systems, Computing, and Management}, pages={297--304}, year={2013}, publisher={Springer} }
yyx@lab ~ $ ls ~/Projects/* | head -n 2 | xargs cat
yyx@lab ~ $ cat ~/Contact
yixiangyisi.edu
4676 Admiralty Way #1001, Marina del Rey, CA 90292, USA
yyx@lab ~ $ echo Last updated: $(find . -type f -printf "%C+\n" | sort -n | tail -n1)
Last updated: 2024-08-27+10:45:43.9885546900
yyx@lab ~ $