Hanming Deng

Researcher, Sensetime

Joined

February 2020

Names

Hanming Deng (Preferred)

Emails

****@sjtu.edu.cn (Confirmed)

****@sensetime.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Researcher

Sensetime (sensetime.com)

2020 – Present

MS student

Shanghai Jiao Tong University (sjtu.edu.cn)

2017 – 2020

Advisors, Relations & Conflicts

Coauthor

Hongyang Li

2022 – Present

Coauthor

Lewei Lu

2020 – Present

Coauthor

Yang Hua

2017 – 2020

Coauthor

Haibing Guan

2017 – 2020

Expertise

computer vision

2017 – Present

Publications

Scaling Spatial Intelligence with Multimodal Foundation Models
Zhongang Cai, Ruisi Wang, Chenyang Gu, Fanyi Pu, Junxiang Xu, YUBO WANG, Wanqi Yin, Zhitao Yang, Chen Wei, Tongxi Zhou, Qingping SUN, Hui En Pang, Jiaqi Li, Oscar Qian, Zhiqian Lin, Xuanke Shi, Kewang Deng, Xiaoyang Han, Zukai Chen, Xiangyu Fan et al. (8 additional authors not shown)
- CVPR 2026
- Readers: Everyone
SenseNova-MARS: Empowering Multimodal Agentic Reasoning and Search via Reinforcement Learning
Yong Xien Chng, Tao Hu, Wenwen Tong, Xueheng Li, Jiandong Chen, Haojia Yu, Jiefan Lu, Hewei Guo, Hanming Deng, Chengjun Xie, Gao Huang, Dahua Lin, Lewei Lu
- CVPR 2026
- Readers: Everyone
BridgEAD: A Vision-Language Framework for Action Modeling in End-to-End Autonomous Driving
Bo Liu, pengfei liu, Hanming Deng, Jiaqi Fan, Xin Li, Yuan Chen, Silei Wu, Wenhai Wang, Fei Wang, Lewei Lu, Dahua Lin
- Submitted to ICLR 2026
- Readers: Everyone
From Pixels to Words -- Towards Native Vision-Language Primitives at Scale
Haiwen Diao, Mingxuan Li, Silei Wu, Linjun Dai, Xiaohua Wang, Hanming Deng, Lewei Lu, Dahua Lin, Ziwei Liu
- ICLR 2026 Poster
- Readers: Everyone
Has GPT-5 Achieved Spatial Intelligence? An Empirical Study
Zhongang Cai, Yubo Wang, Qingping SUN, Ruisi Wang, Gu Chenyang, Wanqi Yin, Zhiqian Lin, Zhitao Yang, Chen Wei, Xuanke Shi, Kewang Deng, Xiaoyang Han, Zukai Chen, Jiaqi Li, Xiangyu Fan, Hanming Deng, Lewei Lu, Bo Li, Ziwei Liu, Quan Wang et al. (2 additional authors not shown)
- OpenReview Archive Direct Upload
- Readers: Everyone
HCRMP: An LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving
Zhiwen Chen, Hanming Deng, Zhuoren Li, Huanxi Wen, Guizhe Jin, Ran Yu, Bo Leng
- NeurIPS 2025 poster
- Readers: Everyone
NaViL: Rethinking Scaling Properties of Native Multimodal Large Language Models under Data Constraints
Changyao Tian, Hao Li, Gen Luo, Xizhou Zhu, Weijie Su, Hanming Deng, Jinguo Zhu, Jie Shao, Ziran Zhu, Yunpeng Liu, Lewei Lu, Wenhai Wang, Hongsheng Li, Jifeng Dai
- NeurIPS 2025 poster
- Readers: Everyone

Co-Authors

View all 68 co-authors

Hanming Deng

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Scaling Spatial Intelligence with Multimodal Foundation Models

SenseNova-MARS: Empowering Multimodal Agentic Reasoning and Search via Reinforcement Learning

BridgEAD: A Vision-Language Framework for Action Modeling in End-to-End Autonomous Driving

From Pixels to Words -- Towards Native Vision-Language Primitives at Scale

Has GPT-5 Achieved Spatial Intelligence? An Empirical Study

HCRMP: An LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving

NaViL: Rethinking Scaling Properties of Native Multimodal Large Language Models under Data Constraints

Co-Authors