Xiaodong He

Director, JDAI, JD AI Research

Joined

September 2016

Names

Xiaodong He (Preferred)

Emails

****@microsoft.com (Confirmed)

****@jd.com (Confirmed)

****@ieee.org (Confirmed)

****@uw.edu (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Director

JDAI, JD AI Research (jd.com)

2018 – Present

Principal Researcher

MSR, Microsoft (microsoft.com)

2003 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Yunxin Zhao

1999 – 2003

Expertise

deep learning

natural language processing

computer vision

speech recognition

information retrieval

Present

Publications

variCOT: Variational Inference for Implicit Chain-of-Thought in Language Models
Chang Li, Haoranlv, Kaige Yang, Junyi Liu, Henan Wang, Qiong Cao, Chao Xue, Xiaodong He
- Submitted to ICLR 2026
- Readers: Everyone
HugMe: Multi-view Emotion Learning on Heterogeneous Graph
Shulan Ruan, Jiaxing Wen, Shuwen Feng, Rui Sun, Huijie Liu, Yu LIU, Xiaodong He
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ChartMaster: Advancing Chart-to-Code Generation with Real-World Charts and Chart Similarity Reinforcement Learning
Wentao Tan, Qiong Cao, Chao Xue, Yibing Zhan, Changxing Ding, Xiaodong He
- Submitted to ICLR 2026
- Readers: Everyone
Scaling Download Text Encoders of Text-to-Image Diffusion Models
Lifu Wang, Daqing Liu, Xinchen Liu, Xiaodong He
- CVPR 2025
- Readers: Everyone
POCE: Primal Policy Optimization with Conservative Estimation for Multi-constraint Offline Reinforcement Learning
Jiayi Guan, Li Shen, Ao Zhou, Lusong Li, Han Hu, Xiaodong He, Guang Chen, Changjun Jiang
- OpenReview Archive Direct Upload
- Readers: Everyone
Learning Variational Temporal Abstraction Embeddings in Option-Induced MDPs
Chang Li, Xiaodong He
- Submitted to NeurIPS 2024
- Readers: Everyone
SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation
Huaishao Luo, Junwei Bao, Youzheng Wu, Xiaodong He, Tianrui Li
- ICML 2023 Poster
- Readers: Everyone
K-PLUG: KNOWLEDGE-INJECTED PRE-TRAINED LANGUAGE MODEL FOR NATURAL LANGUAGE UNDERSTANDING AND GENERATION
Song Xu, Haoran Li, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Ying Liu, Bowen Zhou
- 28 Sept 2020 (modified: 12 Oct 2025)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
End-to-End Structure-Aware Convolutional Networks for Knowledge Base Completion.
Chao Shang, Yun Tang, Jing Huang, Jinbo Bi, Xiaodong He, Bowen Zhou
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone
Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images.
Yi Zhou, Xiaodong He, Lei Huang, Li Liu, Fan Zhu, Shanshan Cui, Ling Shao
- 2019 (modified: 01 Oct 2024)
- CVPR2019
- Readers: Everyone

View all 65 publications

Co-Authors

View all 162 co-authors