Shuang Qiu

Assistant Professor, City University of Hong Kong

Joined

July 2019

Names

Shuang Qiu (Preferred)

Emails

****@umich.edu (Confirmed)

****@ust.hk (Confirmed)

****@cityu.edu.hk (Confirmed)

Personal Links

Homepage

Google Scholar

ORCID

Career & Education History

Assistant Professor

City University of Hong Kong (cityu.edu.hk)

2025 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Reinforcement Learning

Present

Large Language Models

Present

Stochastic Optimization

Present

Publications

General Risk Measure meets Offline RL: Provably Efficient Risk-Sensitive Offline RL via Optimized Certainty Equivalent
Hanzhen Wang, Dake Zhang, Boxiang Lyu, Zhongxiang Dai, Siyang Gao, Shuang Qiu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Self-Reflective Generation at Test Time
Jian Mu, Qixin Zhang, Zhiyong Wang, Menglin Yang, Shuang Qiu, Chengwei Qin, Zhongxiang Dai, Yao Shu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
T-POP: Test-Time Personalization with Online Preference Feedback
Qu Zikun, Min Zhang, Mingze Kong, Xiang Li, Zhiwei Shang, Zhiyong Wang, Yikun Ban, Shuang Qiu, Yao Shu, Zhongxiang Dai
- Submitted to ICLR 2026
- Readers: Everyone
FedPOB: Sample-Efficient Federated Prompt Optimization via Bandits
Pingchen Lu, Zhi Hong, Zhiwei Shang, Zhiyong Wang, Yikun Ban, Yao Shu, Min Zhang, Shuang Qiu, Zhongxiang Dai
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Model-based Offline RL via Robust Value-Aware Model Learning with Implicitly Differentiable Adaptive Weighting
Zhongjian Qiao, Jiafei Lyu, Boxiang Lyu, Yao Shu, Siyang Gao, Shuang Qiu
- ICLR 2026 Poster
- Readers: Everyone
Cross-domain Offline Policy Adaptation with Dynamics- and Value-aligned Data Filtering
Zhongjian Qiao, Rui Yang, Jiafei Lyu, Chenjia Bai, Xiu Li, Zhuoran Yang, Siyang Gao, Shuang Qiu
- Submitted to ICLR 2026
- Readers: Everyone
Dual-Robust Cross-Domain Offline Reinforcement Learning Against Dynamics Shifts
Zhongjian Qiao, Rui Yang, Jiafei Lyu, Xiu Li, Zhongxiang Dai, Zhuoran Yang, Siyang Gao, Shuang Qiu
- ICLR 2026 Poster
- Readers: Everyone
FedPOB: Sample-Efficient Federated Prompt Optimization via Bandits
Pingchen Lu, Zhi Hong, Zhiwei Shang, Zhiyong Wang, Yikun Ban, Yao Shu, Min Zhang, Shuang Qiu, Zhongxiang Dai
- CoRR 2025
- Readers: Everyone
LatticeWorld: A Multimodal Large Language Model-Empowered Framework for Interactive Complex World Generation
Yinglin Duan, Zhengxia Zou, Tongwei Gu, Wei Jia, Zhan Zhao, Luyi Xu, Xinzhu Liu, Yenan Lin, Hao Jiang, Kang Chen, Shuang Qiu
- CoRR 2025
- Readers: Everyone
T-POP: Test-Time Personalization with Online Preference Feedback
Zikun Qu, Min Zhang, Mingze Kong, Xiang Li, Zhiwei Shang, Zhiyong Wang, Yikun Ban, Shuang Qiu, Yao Shu, Zhongxiang Dai
- CoRR 2025
- Readers: Everyone

View all 45 publications

Co-Authors

View all 104 co-authors