Dandan Tu

Researcher, Huawei Technologies Ltd.

Joined

May 2021

Names

Dandan Tu (Preferred)

Emails

****@huawei.com (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2011 – 2026

PhD student

ICT, Chinese Academy of Sciences (ict.ac.cn)

2007 – 2011

Advisors, Relations & Conflicts

PhD Advisor

zhiwei Xu

2007 – 2011

Expertise

Large language model

2020 – Present

deep learning

2015 – Present

computer vision

2015 – Present

recommendation algorithm

2009 – Present

data mining

2007 – Present

Publications

GHPO: Adaptive Guidance for Stable and Efficient LLM Reinforcement Learning
Ziru Liu, Cheng Gong, Xinyu Fu, Yaofang Liu, Ran Chen, Shoubo Hu, Suiyun Zhang, Rui Liu, Qingfu Zhang, Dandan Tu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Caption as Reward: Enhancing Vision-Language Reasoning through Dense Visual Description
zhongheng wu, Zihao Chen, zihuanzeng, Beini ZHANG, Haonan Li, Miren Tian, Xiaowu Liu, Yi Bai, Dandan Tu, Changzheng Zhang
- Submitted to ICLR 2026
- Readers: Everyone
AutoTool: Automatic Scaling of Tool-Use Capabilities in RL via Decoupled Entropy Constraints
Yirong Zeng, Xiao Ding, Yufei Liu, Yuxian Wang, Qunyao Du, Yutai Hou, Wu Ning, Haonan Song, Duyu Tang, Dandan Tu, Bing Qin, Ting Liu
- ICLR 2026 Poster
- Readers: Everyone
Pusa V1.0: Unlocking Temporal Control in Pretrained Video Diffusion Models via Vectorized Timestep Adaptation
Yaofang Liu, Yumeng REN, Aitor Artola, Yuxuan Hu, Xiaodong Cun, Xiaotong Zhao, Alan Zhao, Raymond H. Chan, Suiyun Zhang, Rui Liu, Dandan Tu, Jean-michel Morel
- ICLR 2026 Poster
- Readers: Everyone
FeatureBench: Benchmarking Agentic Coding for Complex Feature Development
Qixing Zhou, JiaCheng Zhang, Haiyang Wang, Rui Hao, Jiahe Wang, Minghao Han, Yuxue Yang, Shuzhe Wu, Feiyang Pan, Lue Fan, Dandan Tu, Zhaoxiang Zhang
- ICLR 2026 Poster
- Readers: Everyone
XTransplant: A Probe into the Upper Bound Performance of Multilingual Capability in LLMs via Cross-lingual Transplantation
Yangfan Ye, Xiaocheng Feng, Xiachong Feng, Libo Qin, Yichong Huang, Lei Huang, Weitao Ma, Zhirui Zhang, Yunfei Lu, Xiaohui Yan, Duyu Tang, Dandan Tu, Bing Qin
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ToolACE: Winning the Points of LLM Function Calling
Weiwen Liu, Xu Huang, Xingshan Zeng, xinlong hao, Shuai Yu, Dexun Li, Shuai Wang, Weinan Gan, Zhengying Liu, Yuanqing Yu, Zezhong WANG, Yuxian Wang, Wu Ning, Yutai Hou, Bin Wang, Chuhan Wu, Wang Xinzhi, Yong Liu, Yasheng Wang, Duyu Tang et al. (7 additional authors not shown)
- ICLR 2025 Poster
- Readers: Everyone

Co-Authors

View all 80 co-authors

Dandan Tu

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

GHPO: Adaptive Guidance for Stable and Efficient LLM Reinforcement Learning

Caption as Reward: Enhancing Vision-Language Reasoning through Dense Visual Description

AutoTool: Automatic Scaling of Tool-Use Capabilities in RL via Decoupled Entropy Constraints

Pusa V1.0: Unlocking Temporal Control in Pretrained Video Diffusion Models via Vectorized Timestep Adaptation

FeatureBench: Benchmarking Agentic Coding for Complex Feature Development

XTransplant: A Probe into the Upper Bound Performance of Multilingual Capability in LLMs via Cross-lingual Transplantation

ToolACE: Winning the Points of LLM Function Calling

Co-Authors