Jiyao Liu

PhD student, Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University

Joined

September 2024

Names

Jiyao Liu (Preferred)

jiyao liu

Emails

****@m.fudan.edu.cn (Confirmed)

****@pjlab.org.cn (Confirmed)

Personal Links

Google Scholar

ORCID

Semantic Scholar

Career & Education History

PhD student

Institute of Science and Technology for Brain-Inspired Intelligence, Fudan University (fudan.edu.cn)

2022 – 2027

MS student

School of Artificial Intelligence, Xidian University (xidian.edu)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Ningsheng Xu

2022 – 2027

Expertise

Medical Agent

2025 – 2027

Image Quality Accessment

2024 – 2027

MRI Synthesis and Reconstruction

2022 – 2027

Publications

GOOD: Training-Free Guided Diffusion Sampling for Out-of-Distribution Detection
Xin Gao, Jiyao Liu, Guanghao Li, Yueming Lyu, Jianxiong Gao, Weichen Yu, Ningsheng Xu, Liang Wang, Caifeng Shan, Ziwei Liu, Chenyang Si
- Neurips 2025
- Readers: Everyone
THE-Tree: Can Tracing Historical Evolution Enhance Scientific Verification and Reasoning?
Xin Wang, Jiyao Liu, Yulong Xiao, Junzhi Ning, Hairong Zhang, Lihao Liu, Junjun He, Botian Shi, Kaicheng Yu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Escaping Low-Rank Traps: Interpretable Visual Concept Learning via Implicit Vector Quantization
Shujian Gao, Yuan Wang, Chenglong Ma, Xin Gao, Jiangtao Yan, Junzhi Ning, Cheng Tang, Changkai Ji, Huihui Xu, Wei Li, Ziyan Huang, Jiashi Lin, Ming Hu, Jiyao Liu, Wenhao Tang, Ye Du, Tianbin Li, Jin Ye, Junjun He
- ICLR 2026 Poster
- Readers: Everyone
SafeRBench: A Comprehensive Benchmark for Safety Assessment of Large Reasoning Models
Xin Gao, Shaohan Yu, Zerui Chen, Yueming Lyu, Weichen Yu, Guanghao Li, Jiyao Liu, Jianxiong Gao, Jian Liang, Ziwei Liu, Chenyang Si
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MedQ-Bench: Evaluating and Exploring Medical Low-level Visual Abilities in MLLMs
Jiyao Liu, Jinjie Wei, Wanying Qu, Chenglong Ma, Junzhi Ning, Yunheng Li, Ying Chen, Xinzhe Luo, Pengcheng Chen, Xin Gao, Ming Hu, Huihui Xu, Xin Wang, Shujian Gao, Dingkang Yang, Zhongying Deng, Jin Ye, Lihao Liu, Junjun He, Ningsheng Xu
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
UniMedVL: Unifying Medical Multimodal Understanding and Generation through Observation-Knowledge-Analysis
Junzhi Ning, Wei Li, Cheng Tang, Jiashi Lin, Chenglong Ma, Chaoyang Zhang, Jiyao Liu, Ying Chen, Shujian Gao, Lihao Liu, Yuandong Pu, Huihui Xu, Chenhui Gou, Ziyan Huang, Yi Xin, Qi Qin, Zhongying Deng, Diping Song, Bin Fu, Guang Yang et al. (6 additional authors not shown)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
GOOD: Training-Free Guided Diffusion Sampling for Out-of-Distribution Detection
Xin Gao, Jiyao Liu, Guanghao Li, Yueming Lyu, Jianxiong Gao, Weichen Yu, Ningsheng Xu, Liang Wang, Caifeng Shan, Ziwei Liu, Chenyang Si
- NeurIPS 2025 poster
- Readers: Everyone
Generating GFlowNets as You Wish with Diffusion Process
Yuxin Li, Wangbo Zhao, Dongwen Tang, jiyao liu, Xiahai Zhuang, Guang Li, Dianbo Liu, Yang You, Kai Wang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Trustworthy Contrast-enhanced Brain MRI Synthesis
Jiyao Liu, Yuxin Li, Shangqi Gao, Yuncheng Zhou, Xin Gao, Ningsheng Xu, Xiao-Yong Zhang, Xiahai Zhuang
- CoRR 2024
- Readers: Everyone
Multi-phase Liver-Specific DCE-MRI Translation via A Registration-Guided GAN
Jiyao Liu, Yuxin Li, Nannan Shi, Yuncheng Zhou, Shangqi Gao, Yuxin Shi, Xiao-Yong Zhang, Xiahai Zhuang
- SASHIMI@MICCAI 2023
- Readers: Everyone

Co-Authors

View all 68 co-authors