Yan Xie

Researcher, Ranking AI Foundation, Facebook

Joined

September 2023

Names

Yan Xie (Preferred)

Emails

****@meta.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

ORCID

Career & Education History

Researcher

Ranking AI Foundation, Facebook (meta.com)

2020 – Present

PhD student

University of Illinois at Chicago (uic.edu)

2006 – 2012

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

UniRec: Unified Multimodal Encoding for LLM-Based Recommendations
Zijie Lei, Tao Feng, Zhigang Hua, Yan Xie, Guanyu Lin, Shuang Yang, Ge Liu, Jiaxuan You
- Accepted by TMLR
- Readers: Everyone
R1-Ranker: Teaching LLM Rankers to Reason
Tao Feng, Zhigang Hua, Zijie Lei, Yan Xie, Shuang Yang, Bo Long, Jiaxuan You
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
UniRec: Unified Multimodal Encoding for LLM-Based Recommendations
Zijie Lei, Tao Feng, Zhigang Hua, Yan Xie, Guanyu Lin, Shuang Yang, Jiaxuan You
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
LRanker: LLM Ranker for Massive Candidates
Tao Feng, Zijie Lei, Zhigang Hua, Yan Xie, Shuang Yang, Jiaxuan You
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Can Graph Quantization Tokenizer Capture Transferrable Patterns?
Jingzhe Liu, Zhigang Hua, Yan Xie, Yu Song, Jiliang Tang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Online Domain Indexing
Ziyan Wang, Zhigang Hua, Yan Xie, Zihao Xu, Xuxing Chen, Jin Fang, Xiaoming Huo, Hao Wang
- Submitted to ICLR 2026
- Readers: Everyone
Learning Disentangled Representations for Ads Ranking
Xuxing Chen, Yan Xie, Jin Fang
- IJCAI2025 workshop Causal Learning for Recommendation Systems
- Readers: Everyone
A Scalable and Effective Alternative to Graph Transformers
Kaan Sancak, Zhigang Hua, Jin Fang, Yan Xie, Andrey Malevich, Bo Long, Muhammed Fatih Balin, Ümit V. Çatalyürek
- AAAI 2025
- Readers: Everyone
GuideCO: Training Objective-Guided Diffusion Solver with Imperfect Data for Combinatorial Optimization
Hui Yuan, Zhigang Hua, Zihao Li, Weilin Cong, Yan Xie, Rong Jin, Shuang Yang, Bo Long, Mengdi Wang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
PRUC & Play: Probabilistic Residual User Clustering for Recommender Systems
Wenyuan Wang, Yusong Zhao, Zihao Xu, Hengyi Wang, Shreya Venugopal, Desmond Lobo, Chengzhi Mao, Qi Xu, Zhigang Hua, Yan Xie, Bo Long, Shuang Yang, Hao Wang
- Submitted to ICLR 2025
- Readers: Everyone

View all 25 publications

Co-Authors

View all 44 co-authors