Junyu Luo

Researcher, Moonshot AI

Joined

February 2020

Names

Junyu Luo (Preferred)

Emails

****@outlook.com (Confirmed)

****@stu.pku.edu.cn (Confirmed)

Personal Links

Career & Education History

Researcher

Moonshot AI (moonshot.ai)

2025 – 2026

PhD student

Computer Science, Peking University (pku.edu.cn)

2021 – 2025

Undergrad student

Beihang University (buaa.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Ming Zhang

2023 – 2026

Expertise

Graph Learning

2021 – Present

Multi-modal Learning & Computer Vision

2017 – Present

Publications

Reward-guided Meta-Prompt Evolving with Reflection for LLM Jailbreaking
Caiyang Yu, Wei Ju, QingqingLong, Siyu Yi, Yifan Wang, Junyu Luo, Ziyue Qiao
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Twin Evolution with Meta Preference Optimization for Semi-Supervised Learning of Large Language Models
Junyu Luo, Haoyu Tao, Xiao Luo, Yusheng Zhao, Taian Guo, Zhiping Xiao, Wei Ju, Ming Zhang
- Submitted to ICLR 2026
- Readers: Everyone
GREAT: GROUP-ACQUIRED BIPARTITE ALIGNMENT FOR GRAPH FAIRNESS ADAPTATION
Hourun Li, Yifan Wang, Qinghua Ran, Junyu Luo, Jia Yang, Changling Zhou, Zhiping Xiao, Wei Ju, Xiao Luo, Ming Zhang
- Submitted to ICLR 2026
- Readers: Everyone
Hierarchical Encoding Tree with Modality Mixup for Cross-modal Hashing
Zhiping Xiao, Junyu Luo, Hang Zhou, Yusheng Zhao, Xiao Luo, Pengyun Wang, Wei Ju, Siyu Heng, Ming Zhang
- ICLR 2026 Poster
- Readers: Everyone
Conformalized Hierarchical Calibration for Uncertainty-Aware Adaptive Hashing
Junyu Luo, Jinsheng Huang, Yang Xu, Lutong Zou, Xiao Luo, Bohan Wu, Yifan Wang, Wei Ju, Ming Zhang
- ICLR 2026 Poster
- Readers: Everyone
ETA: Dual Evidence-Aware Uncertainty Learning for Open-Set Graph Domain Adaptation
Wei Ju, Xin Ma, Yifan Wang, Siyu Yi, Yusheng Zhao, Junyu Luo, Chenwei Tang, Ziyue Qiao, Jiancheng Lv
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MASS:Multi-Agent Simulation Scaling for Portfolio Construction
Taian Guo, Haiyang SHEN, Jinsheng Huang, Junyu Luo, Zhengyang Mao, Binqi Chen, Zhuoru Chen, Luchen Liu, XIA BINGYU, XuHui Liu, Yun Ma, Ming Zhang
- Submitted to ICLR 2026
- Readers: Everyone
Dual Prototype-Enhanced Contrastive Framework for Class-Imbalanced Graph Domain Adaptation
Xin Ma, Yifan Wang, Siyu Yi, Wei Ju, Junyu Luo, Yusheng Zhao, Xiao Luo, Jiancheng Lv
- NeurIPS 2025 poster
- Readers: Everyone
Large Language Model Agent: A Survey on Methodology, Applications and Challenges
Junyu Luo, Weizhi Zhang, Ye Yuan, Yusheng Zhao, Junwei Yang, Yiyang Gu, Bohan Wu, Binqi Chen, Ziyue Qiao, QingqingLong, Rong-Cheng Tu, Xiao Luo, Wei Ju, Zhiping Xiao, Yifan Wang, Meng Xiao, Chengwu Liu, Jingyang Yuan, Shichang Zhang, Yiqiao Jin et al. (6 additional authors not shown)
- OpenReview Archive Direct Upload
- Readers: Everyone
Sparse Causal Discovery with Generative Intervention for Unsupervised Graph Domain Adaptation
Junyu Luo, Yuhao Tang, yiwei Fu, Xiao Luo, Zhizhuo KOU, Zhiping Xiao, Wei Ju, Wentao Zhang, Ming Zhang
- ICML 2025 poster
- Readers: Everyone

View all 21 publications

Co-Authors

View all 81 co-authors