Sheng Guo

Researcher, Ant Group

Joined

July 2019

Names

Sheng Guo (Preferred)

Emails

****@malong.com (Confirmed)

****@gmail.com (Confirmed)

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

****@mybank.cn (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Ant Group (antgroup.com)

2021 – 2026

Researcher

Malong Tech (malong.com)

2017 – 2021

PhD student

Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences (siat.ac.cn)

2013 – 2017

Advisors, Relations & Conflicts

Coauthor

Limin Wang

2013 – Present

Coauthor

Weilin Huang

2013 – Present

PhD Advisor

Yu Qiao

2013 – 2017

Expertise

image classification

deep learning

computer vision

LLM

2013 – Present

Publications

LeTS: Learning to Think-and-Search via Process-and-Outcome Reward Hybridization
Qi Zhang, Shouqing Yang, Lirong Gao, Hao Chen, Xiaomeng Hu, Jinglei Chen, Jiexiang Wang, Sheng Guo, Bo Zheng, Haobo Wang, Junbo Zhao
- OpenReview Archive Direct Upload
- Readers: Everyone
Stop Unnecessary Reflection: Training LRMs for Efficient Reasoning with Adaptive Reflection and Length Coordinated Penalty
Zewei Yu, Lirong Gao, Yuke Zhu, Bo Zheng, Junbo Zhao, Sheng Guo, Haobo Wang
- ICLR 2026 Poster
- Readers: Everyone
NAText: Faster Scene Text Recognition with Non Autoregressive Transformer
Yuke Zhu, Yue Zhang, Sheng Guo
- Submitted to ICLR 2025
- Readers: Everyone
TIMESFORMER:A MULTI-REPRESENTATION FRAMEWORK COMBINING CONVOLUTION AND TRANSFORMER FOR MULTIVARIATE TIME SERIES CLASSIFICATION TASKS
Ren Xiao, Zihua Xiong, Sheng Guo
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
OmniKV: Dynamic Context Selection for Efficient Long-Context LLMs
Jitai Hao, Yuke Zhu, Tian Wang, Jun Yu, Xin Xin, Bo Zheng, Zhaochun Ren, Sheng Guo
- ICLR 2025 Poster
- Readers: Everyone
MaskTab: Masked Tabular Data Modeling for Learning with Missing Features
Yudong Chen, Zihua Xiong, Shuai Fang, Yuke Zhu, Bo Zheng, Sheng Guo
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Enhancing Document Understanding with Group Position Embedding: A Novel Approach to Incorporate Layout Information
Yuke Zhu, Yue Zhang, Dongdong Liu, Chi Xie, Zihua Xiong, Bo Zheng, Sheng Guo
- ICLR 2025 Poster
- Readers: Everyone
Mind the Boundary: Coreset Selection via Reconstructing the Decision Boundary
Shuo Yang, Zhe Cao, Sheng Guo, Ruiheng Zhang, Ping Luo, Shengping Zhang, Liqiang Nie
- ICML 2024 Poster
- Readers: Everyone
Learning 3D-aware Image Synthesis with Unknown Pose Distribution
Zifan Shi, Yujun Shen, Yinghao Xu, Sida Peng, Yiyi Liao, Sheng Guo, Qifeng Chen, Dit-Yan Yeung
- 16 Mar 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Poincaré Heterogeneous Graph Neural Networks for Sequential Recommendation
Naicheng Guo, Xiaolei Liu, Shaoshuai Li, Qiongxu Ma, Kaixin Gao, Bing Han, Lin Zheng, Sheng Guo, Xiaobo Guo
- ACM Trans. Inf. Syst. 2023
- Readers: Everyone

View all 63 publications

Co-Authors

View all 100 co-authors