Ziru Xu

Researcher, Taobao & Tmall Group of Alibaba

Joined

July 2019

Names

Ziru Xu

Emails

****@taobao.com (Confirmed)

****@alibaba-inc.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Taobao & Tmall Group of Alibaba (alibaba-inc.com)

2019 – Present

MS student

Tsinghua University (mail.tsinghua.edu.cn)

2016 – 2019

Undergrad student

Tsinghua University (mail.tsinghua.edu.cn)

2012 – 2016

Advisors, Relations & Conflicts

Advisor

Mingsheng Long

2016 – 2019

Advisor

Jianmin Wang

2016 – 2019

Expertise

No areas of expertise listed

Publications

Think before Recommendation: Autonomous Reasoning-enhanced Recommender
Xiaoyu Kong, Junguang Jiang, Bin Liu, Ziru Xu, Han Zhu, Jian Xu, Bo Zheng, Jiancan Wu, Xiang Wang
- CoRR 2025
- Readers: Everyone
Reinforced Preference Optimization for Recommendation
Junfei Tan, Yuxin Chen, An Zhang, Junguang Jiang, Bin Liu, Ziru Xu, Zhu Han, Jian Xu, Bo Zheng, Xiang Wang
- CoRR 2025
- Readers: Everyone
Reinforced Preference Optimization for Recommendation
Junfei Tan, Yuxin Chen, An Zhang, Junguang Jiang, Bin Liu, Ziru Xu, Han Zhu, Jian Xu, Bo Zheng, Xiang Wang
- Submitted to ICLR 2026
- Readers: Everyone
SINGER: Leveraging Semantic Identifier Hierarchies for Generative Recommendation
Xiaoyu Kong, Junfei Tan, Bin Liu, Yanwen Huang, Ziru Xu, Han Zhu, Jiancan Wu, An Zhang, Xiang Wang, Xiangnan He
- Submitted to ICLR 2026
- Readers: Everyone
RecIS: Sparse to Dense, A Unified Training Framework for Recommendation Models
Hua Zong, Qingtao Zeng, Zhengxiong Zhou, Zhihua Han, Zhensong Yan, Mingjie Liu, Hechen Sun, Jiawei Liu, Yiwen Hu, Qi Wang, YiHan Xian, Wenjie Guo, Houyuan Xiang, Zhiyuan Zeng, Xiangrong Sheng, Bencheng Yan, Nan Hu, Yuheng Huang, Jinqing Lian, Ziru Xu et al. (14 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Bidding-Aware Retrieval for Multi-Stage Consistency in Online Advertising
Bin Liu, Yunfei Liu, Ziru Xu, Zhaoyu Zhou, Zhi Kou, Yeqiu Yang, Zhu Han, Jian Xu, Bo Zheng
- CoRR 2025
- Readers: Everyone
Think before Recommendation: Autonomous Reasoning-enhanced Recommender
Xiaoyu Kong, Junguang Jiang, Bin Liu, Ziru Xu, Han Zhu, Jian Xu, Bo Zheng, Jiancan Wu, Xiang Wang
- NeurIPS 2025 poster
- Readers: Everyone
Large Language Models Are Universal Recommendation Learners
Junguang Jiang, Yanwen Huang, Bin Liu, Xiaoyu Kong, Ziru Xu, Han Zhu, Jian Xu, Bo Zheng
- CoRR 2025
- Readers: Everyone
Robust Representation Learning for Unified Online Top-K Recommendation
Minfang Lu, Yuchen Jiang, Huihui Dong, Qi Li, Ziru Xu, Yuanlin Liu, Lixia Wu, Haoyuan Hu, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng
- CoRR 2023
- Readers: Everyone
Adaptive Domain Interest Network for Multi-domain Recommendation
Yuchen Jiang, Qi Li, Han Zhu, Jinbei Yu, Jin Li, Ziru Xu, Huihui Dong, Bo Zheng
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CIKM 2022
- Readers: Everyone

View all 14 publications

Co-Authors

View all 70 co-authors