Xingwei Qu

PhD student, University of Manchester

Joined

June 2023

Names

Xingwei Qu (Preferred)

Emails

****@tum.de (Confirmed)

****@ust.hk (Confirmed)

****@postgrad.manchester.ac.uk (Confirmed)

Personal Links

Homepage

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ACL Anthology

Career & Education History

PhD student

University of Manchester (manchester.ac.uk)

2024 – Present

Researcher

Hong Kong University of Science and Technology (ust.hk)

2023 – 2024

MS student

Technische Universität München (tum.de)

2017 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Chenghua Lin

2024 – 2028

PhD Advisor

Riza Batista-Navarro

2024 – 2028

Expertise

No areas of expertise listed

Publications

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space
Xingwei Qu, Shaowen Wang, Zihao Huang, Kai Hua, Fan Yin, Jundong Zhou, Qiyang Min, Zihao Wang, Yizhi LI, Tianyu Zhang, He Xing, Zheng Zhang, Yuxuan Song, Tianyu Zheng, Zhiyuan Zeng, Chenghua Lin, Ge Zhang, Wenhao Huang
- LIT Workshop @ ICLR 2026
- Readers: Everyone
Re:Form --- Reducing Human Priors in Scalable Formal Software Verification with RL in LLMs: A Preliminary Study on Dafny
Chuanhao Yan, Fengdi Che, Xuhan Huang, Xu Xu, Xin Li, Yizhi LI, Xingwei Qu, Jingzhe Shi, Chenghua Lin, Yaodong Yang, Binhang Yuan, Hang Zhao, Yu Qiao, Bowen Zhou, Jie Fu
- Accepted by TMLR
- Readers: Everyone
Local Success Does Not Compose: Benchmarking Large Language Models for Compositional Formal Verification
Xu Xu, Xin Li, Xingwei Qu, Jie Fu, Binhang Yuan
- ICLR 2026 Poster
- Readers: Everyone
TreePO: Enhancing Policy Efficacy and Inference Efficiency with Tree Modeling
Yizhi LI, Qingshui Gu, Zhoufutu Wen, Ziniu Li, Ruibin Yuan, Tianshun Xing, Shuyue Guo, Tianyu Zheng, 周欣, Xingwei Qu, Wangchunshu Zhou, Zheng Zhang, Wei Shen, Wei Xue, Qian Liu, Chenghua Lin, Jian Yang, Ge Zhang, Wenhao Huang
- Submitted to ICLR 2026
- Readers: Everyone
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
Jiazhan Feng, Shijue Huang, Xingwei Qu, Ge Zhang, Yujia Qin, Baoquan Zhong, Chengquan Jiang, Jinxin Chi, Wanjun Zhong
- ICLR 2026 Poster
- Readers: Everyone
Slow-Fast Policy Optimization: Reposition-Before-Update for LLM Reasoning
Ziyan Wang, Zheng Wang, Xingwei Qu, Qi Cheng, Jie Fu, Shengpu Tang, Minjia Zhang, Xiaoming Huo
- ICLR 2026 Poster
- Readers: Everyone
YuE: Scaling Open Foundation Models for Long-Form Music Generation
Ruibin Yuan, Hanfeng Lin, Shuyue Guo, Ge Zhang, Jiahao Pan, Yongyi Zang, Haohe Liu, Yiming Liang, Wenye Ma, Xingjian Du, Xeron Du, Zhen Ye, Tianyu Zheng, Zhengxuan Jiang, Yinghao Ma, Minghao Liu, Zeyue Tian, Ziya Zhou, Liumeng Xue, Xingwei Qu et al. (38 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
Beyond Correctness: Evaluating Subjective Writing Preferences Across Cultures
Shuangshuang Ying, Yunwen Li, Xingwei Qu, Xin Li, Sheng Jin, Minghao Liu, Zhoufutu Wen, Xeron Du, Tianyu Zheng, Yichi Zhang, Letian Ni, Yuyang Cheng, Qiguang Chen, Jingzhe Ding, Shengda Long, Wangchunshu Zhou, Jiazhan Feng, Wanjun Zhong, Libo Qin, Ge Zhang et al. (3 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
COIG-Writer: A High-Quality Chinese Creative Writing with Thought Process Dataset
Yunwen Li, Shuangshuang Ying, Xingwei Qu, Xin Li, Sheng Jin, Minghao Liu, Zhoufutu Wen, Tianyu Zheng, Xeron Du, Qiguang Chen, Jiajun Shi, Wangchunshu Zhou, Jiazhan Feng, Wanjun Zhong, Libo Qin, Ge Zhang, Wenhao Huang, Wanxiang Che, Chenghua Lin
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
First return, entropy-eliciting explore
Tianyu Zheng, Tianshun Xing, Qingshui Gu, Taoran Liang, Xingwei Qu, 周欣, Yizhi LI, Zhoufutu Wen, Chenghua Lin, Wenhao Huang, Qian Liu, Ge Zhang, Zejun MA
- Submitted to ICLR 2026
- Readers: Everyone

View all 23 publications

Co-Authors

View all 239 co-authors