Xingrui Gu

Joined

May 2024

Names

Xingrui Gu (Preferred)

Emails

****@berkeley.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

MS student

EECS, University of California, Berkeley (berkeley.edu)

2024 – 2025

MS student

Center of Artificial Intelligence, University College London, University of London (ucl.ac.uk)

2022 – 2023

Advisors, Relations & Conflicts

Coworker

2022 – 2023

Coworker

Nadia Berthouze

2022 – 2023

Expertise

No areas of expertise listed

Publications

Uncertainty-Gated Generative Modeling
Xingrui Gu, Haixi Zhang
- ICLR 2026 Workshop Advances in Financial AI
- Readers: Everyone
Laplacian Flows for Policy Learning from Experience
Xingrui Gu, Chuyi Jiang
- ICLR 2026 Workshop GRaM Poster
- Readers: Everyone
Mnemo: Policy Learning Accelerated by Experience
Xingrui Gu, Chuyi Jiang
- ICLR 2026 Workshop World Models
- Readers: Everyone
Conceptual Belief-Informed Reinforcement Learning
Xingrui Gu, Chuyi Jiang, Laixi Shi
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Mimicking Human Intuition: Cognitive Belief-Driven Reinforcement Learning
Xingrui Gu, Guanren Qiao, Chuyi Jiang
- MoFA Poster
- Readers: Everyone
Mimicking Human Intuition: Cognitive Belief-Driven Q-Learning
Xingrui Gu, Guanren Qiao, Chuyi Jiang, TianQing Xia, Hangyu Mao
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Advancing Multimodal Data Fusion in Pain Recognition: A Strategy Leveraging Statistical Correlation and Human-Centered Perspectives
Xingrui Gu, Zhixuan Wang, Irisa Jin, Zekun Wu
- Under reviewed as a conference paper at ACII 2024
- Readers: Everyone

Co-Authors