Xiaoyu DONG

PhD student, Computing, Hong Kong Polytechnic University

Joined

October 2023

Names

Xiaoyu DONG (Preferred)

,

Dong Xiaoyu

,

Xiaoyu Dong

Emails

****@gmail.com (Confirmed)

,

****@connect.polyu.hk

Personal Links

Career & Education History

PhD student

Computing, Hong Kong Polytechnic University (polyu.edu.hk)

2023 – 2027

Advisors, Relations & Conflicts

PhD Advisor

2023 – 2027

Expertise

deep learning

2019 – 2023

Publications

Assessing Large Language Models (LLMs) as Foundational Recommenders: A Multi-Domain, Multi-Dataset Benchmark
Qijiong Liu, Jieming Zhu, Yingxin Lai, Xiaoyu DONG, Lu Fan, Zhipeng Bian, Zhenhua Dong, Xiao-Ming Wu
- Submitted to ICLR 2026
- Readers: Everyone
Understanding Layer Significance in LLM Alignment
Guangyuan SHI, ZEXIN LU, Xiaoyu DONG, Wenlong Zhang, Xuanyu Zhang, Yujie Feng, Xiao-Ming Wu
- COLM 2025
- Readers: Everyone
Understanding Layer Significance in LLM Alignment
Guangyuan SHI, ZEXIN LU, Xiaoyu DONG, zhangwenlong, Xuanyu Zhang, Yujie Feng, Xiao-Ming Wu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding
Xiaoyu Dong, Yujie Feng, Zexin Lu, Guangyuan Shi, Xiao-Ming Wu
- EMNLP 2024
- Readers: Everyone
Continual Dialogue State Tracking via Reason-of-Select Distillation
Yujie Feng, Bo Liu, Xiaoyu Dong, Zexin Lu, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam
- ACL (Findings) 2024
- Readers: Everyone

Co-Authors