Xueyao’s Homepage
Hi! I’m Xueyao Sun / 孙雪瑶 👋🏻
I’m a research postgraduate enrolled in the dual Ph.D. program at The Hong Kong Polytechnic University and University of Technology Sydney. I’m fortunately supervised by Prof. Qing Li and Prof. Guandong Xu. I’m also affiliated with the DSMI Lab and work closely with Dr. Kaize Shi.
I studied statistics during my undergrad and obtained a BEcon in Economics and Statistics from Jinan University in 2022.
My research interest lies primarily in NLP, including controllable generation and responsible NLP.
📬: xueyao.sun@connect.polyu.hk
🏫: COMP@PolyU | UTS | DSMI
📖 Publications
Expert-Guided Extinction of Toxic Tokens for Debiased Generation
Xueyao Sun, Kaize Shi, Haoran Tang, Guandong Xu, Qing Li
arXiv preprint, 2024 [paper]
Compressing Long Context for Enhancing RAG with AMR-based Concept Distillation
Kaize Shi, Xueyao Sun, Qing Li, Guandong Xu
arXiv preprint, 2024 [paper]
LLaMA-E: Empowering E-commerce Authoring with Multi-Aspect Instruction Following
Kaize Shi, Xueyao Sun, Dingxian Wang, Yinlin Fu, Guandong Xu, Qing Li
arXiv preprint, 2023 [paper]
AMR-TST: Abstract Meaning Representation-based Text Style Transfer
Kaize Shi, Xueyao Sun, Li He, Dingxian Wang, Qing Li, Guandong Xu
Findings of ACL, 2023 [paper]
✍🏻 Academic Service
Reviewer / Sub-Reviewer
NeurIPS 2024
ECML 2024
IEEE TCSS
BESC 2024, PC Member
PAKDD 2024
ACM TKDD
BESC 2023
ECAI 2023, Call to Arms Award
EMNLP 2023
ACL 2023
Teaching Assistant
COMP5152 Advanced Data Analytics
COMP2011 Data Structures
COMP1004 Introduction to Artificial Intelligence and Data Analytics
COMP2012 Discrete Mathematics
Spring 2024
Fall 2023
Spring 2023
Fall 2022
🌱 Experience
Education
Ph.D. student (dual degree program with UTS)
Supervisor: Prof. Qing Li (PolyU side), Prof. Guandong Xu (UTS side)
Sep 2022 - Now
BEcon in Economics and Statistics
Advisor: Dr. Eric Mak, Thesis supervisor: Dr. Peiai Zhang
Sep 2018 - Jun 2022
For more details, please find my CV here.
Last updated: 3 Jun 2024