Xiaobing Liu

Joined

May 2020

Names

Xiaobing Liu (Preferred)

Emails

****@bytedance.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Researcher

AML, ByteDance Inc. (bytedance.com)

2018 – 2024

Advisors, Relations & Conflicts

Coauthor

BINGYUE PENG

2020 – 2025

Coauthor

Zehuan Yuan

2020 – 2025

Expertise

neural language processing and language generation

2014 – 2020

large scale machine learning system

recommendation system

2012 – 2020

Publications

Goku: Generative Flow Kit for Unified Image-Video Creation
Shoufa Chen, Chongjian GE, Yuqi Zhang, Yida Zhang, Fengda Zhu, Hao Yang, Hongxiang Hao, Wuhui, Zhichao Lai, Yifei Hu, Ting-Che Lin, Shilong Zhang, Fu Li, Chuan Li, Xing Wang, Yanghua Peng, Peize Sun, Ping Luo, Yi Jiang, Zehuan Yuan et al. (2 additional authors not shown)
- OpenReview Archive Direct Upload
- Readers: Everyone
Understanding and improving recurrent networks for human activity recognition by continuous attention
Ming Zeng, Haoxiang Gao, Tong Yu, Ole Jakob Mengshoel, Helge Langseth, Ian Lane, Xiaobing Liu
- ISWC
- Readers: Everyone
Understanding and improving recurrent networks for human activity recognition by continuous attention
Ming Zeng, Haoxiang Gao, Tong Yu, Ole Jakob Mengshoel, Helge Langseth, Ian Lane, Xiaobing Liu
- 15 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
DEAR: Deep Reinforcement Learning for Online Advertising Impression in Recommender Systems
Xiangyu Zhao, Changsheng Gu, Haoshenglun Zhang, Xiwang Yang, Xiaobing Liu, Jiliang Tang, Hui Liu
- AAAI 2021
- Readers: Everyone
AutoEmb: Automated Embedding Dimensionality Search in Streaming Recommendations
Xiangyu Zhao, Haochen Liu, Wenqi Fan, Hui Liu, Jiliang Tang, Chong Wang, Ming Chen, Xudong Zheng, Xiaobing Liu, Xiwang Yang
- ICDM 2021
- Readers: Everyone
One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning
Chaosheng Dong, Xiaojie Jin, Weihao Gao, Yijia Wang, Hongyi Zhang, Xiang Wu, Jianchao Yang, Xiaobing Liu
- 2021 (modified: 05 Mar 2025)
- CoRR 2021
- Readers: Everyone
Learning An End-to-End Structure for Retrieval in Large-Scale Recommendations
Weihao Gao, Xiangjun Fan, Chong Wang, Jiankai Sun, Kai Jia, Wenzhi Xiao, Ruofan Ding, Xingyan Bin, Hui Yang, Xiaobing Liu
- 2021 (modified: 19 Oct 2022)
- CIKM 2021
- Readers: Everyone
Deep Retrieval: An End-to-End Structure Model for Large-Scale Recommendations
Weihao Gao, Xiangjun Fan, Jiankai Sun, Kai Jia, Wenzhi Xiao, Chong Wang, Xiaobing Liu
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Automated Embedding Size Search in Deep Recommender Systems
Haochen Liu, Xiangyu Zhao, Chong Wang, Xiaobing Liu, Jiliang Tang
- SIGIR 2020
- Readers: Everyone
Jointly Learning to Recommend and Advertise
Xiangyu Zhao, Xudong Zheng, Xiwang Yang, Xiaobing Liu, Jiliang Tang
- KDD 2020
- Readers: Everyone

View all 63 publications

Co-Authors

View all 347 co-authors