Zhuo Zhi

PhD student, University College London, University of London

Joined

May 2023

Names

Zhuo Zhi (Preferred)

zhuo zhi

Emails

****@ucl.ac.uk (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

University College London, University of London (ucl.ac.uk)

2021 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Miguel Rodrigues

2021 – 2025

Expertise

multimodal learning

2021 – 2023

Publications

A Dual-Protection Framework for Copyright Protection and Image Editing Using Multi-Label Conformal Prediction
Yuxuan Sun, Sowmen Das, Zhuo Zhi, Minghe Shen, Ziquan Liu, Miguel R. D. Rodrigues
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Ariadne: Advancing Real-world Path-finding Capabilities of VLMs via Difficulty-aware Reinforcement Learning
Minghe Shen, Zhuo Zhi, Chonghan Liu, Shuo Xing, Zhengzhong Tu, Che Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
VideoAgent2: Enhancing the LLM-Based Agent System for Long-Form Video Understanding by Uncertainty-Aware CoT
Zhuo Zhi, Qiangqiang Wu, Minghe Shen, Wenbo Li, Yinchuan Li, Kun Shao, Kaiwen Zhou
- SEA @ NeurIPS 2025 Oral
- Readers: Everyone
TFAR: A Training-Free Framework for Autonomous Reliable Reasoning in Visual Question Answering
Zhuo Zhi, Chen Feng, Adam Daneshmend, Mine Orlu, Andreas Demosthenous, Lu Yin, Da Li, Ziquan Liu, Miguel R. D. Rodrigues
- Accepted by TMLR
- Readers: Everyone
VideoAgent2: Enhancing the LLM-Based Agent System for Long-Form Video Understanding by Uncertainty-Aware CoT
Zhuo Zhi, Qiangqiang Wu, Minghe shen, Wenbo Li, Yinchuan Li, Kun Shao, Kaiwen Zhou
- CoRR 2025
- Readers: Everyone
Seeing and Reasoning with Confidence: Supercharging Multimodal LLMs with an Uncertainty-Aware Agentic Framework
Zhuo Zhi, Chen Feng, Adam Daneshmend, Mine Orlu, Andreas Demosthenous, Lu Yin, Da Li, Ziquan Liu, Miguel R. D. Rodrigues
- CoRR 2025
- Readers: Everyone
Wasserstein Modality Alignment Makes Your Multimodal Transformer More Robust
Zhuo Zhi, Yuxuan Sun, Qiangqiang Wu, Ziquan Liu, Miguel R. D. Rodrigues
- Trans. Mach. Learn. Res. 2025
- Readers: Everyone
PROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks
Chen Feng, Ziquan Liu, Zhuo Zhi, Ilija Bogunovic, Carsten Gerner-Beuerle, Miguel Rodrigues
- AAAI 2025
- Readers: Everyone
Borrowing treasures from neighbors: In-context learning for multimodal learning with missing modalities and data scarcity
Zhuo Zhi, Ziquan Liu, Moe Elbadawi, Adam Daneshmend, Mine Orlu, Abdul Basit, Andreas Demosthenous, Miguel R. D. Rodrigues
- Neurocomputing 2025
- Readers: Everyone
Wasserstein Modality Alignment Makes Your Multimodal Transformer More Robust
zhuo zhi, Yuxuan Sun, Qiangqiang Wu, Ziquan Liu, Miguel R. D. Rodrigues
- Accepted by TMLR
- Readers: Everyone

View all 29 publications

Co-Authors

View all 48 co-authors