Qishuo Hua

Undergrad student, Zhiyuan College, Shanghai Jiaotong University

Joined

June 2025

Names

Qishuo Hua (Preferred)

qishuo hua

Emails

****@sjtu.edu.cn (Confirmed)

Personal Links

Career & Education History

Undergrad student

Zhiyuan College, Shanghai Jiaotong University (sjtu.edu.cn)

2023 – Present

Advisors, Relations & Conflicts

Advisor

Pengfei Liu

2025 – 2027

Expertise

No areas of expertise listed

Publications

Context Engineering 2.0: The Context of Context Engineering
Qishuo Hua, Lyumanshan Ye, Dayuan Fu, Yang Xiao, Xiaojie Cai, Yunze Wu, Jifan Lin, Junfei Wang, Pengfei Liu
- CoRR 2025
- Readers: Everyone
Interaction as Intelligence Part II: Asynchronous Human-Agent Rollout for Long-Horizon Task Training
Dayuan Fu, Yunze Wu, Xiaojie Cai, Lyumanshan Ye, Shijie Xia, Zhen Huang, Weiye Si, Tianze Xu, Jie Sun, Keyu Li, Mohan Jiang, Junfei Wang, Qishuo Hua, Pengrui Lu, Yang Xiao, Pengfei Liu
- CoRR 2025
- Readers: Everyone
Deep Cognition: A Multi-Agent Framework for Collaborative Research with Real-Time Cognitive Oversight
Lyumanshan Ye, Xiaojie Cai, Xinkai Wang, Junfei Wang, Xiangkun Hu, Jiadi Su, Yang Nan, Jinbin Luo, Sihan Wang, Xiaoze Fan, Yuxiang Zheng, Bohan Zhang, Tianze Xu, Dayuan Fu, Yunze Wu, Pengrui Lu, Zengzhi Wang, Yiwei Qin, Zhen Huang, Yan Ma et al. (7 additional authors not shown)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ARGO: Asynchronous Rollout with Human Guidance for Research Agent Optimization
Dayuan Fu, Yunze Wu, Xiaojie Cai, Lyumanshan Ye, Shijie Xia, Zhen Huang, Weiye Si, Tianze Xu, Jie Sun, Keyu Li, Mohan Jiang, Junfei Wang, Qishuo Hua, Pengrui Lu, Xiangkun Hu, Yang Xiao, Pengfei Liu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
LIMI: Less is More for Agency
Yang Xiao, Mohan Jiang, Jie Sun, Keyu Li, Jifan Lin, Zhuang Yumin, Ji Zeng, Shijie Xia, Qishuo Hua, Xuefeng Li, Xiaojie Cai, TongYu Wang, Yue Zhang, Liming Liu, Xia Wu, Jinlong Hou, Yuan Cheng, Wenjie Li, Dequan Wang, Xiang Wang et al. (1 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
LIMI: Less is More for Agency
Yang Xiao, Mohan Jiang, Jie Sun, Keyu Li, Jifan Lin, Yumin Zhuang, Ji Zeng, Shijie Xia, Qishuo Hua, Xuefeng Li, Xiaojie Cai, Tongyu Wang, Yue Zhang, Liming Liu, Xia Wu, Jinlong Hou, Yuan Cheng, Wenjie Li, Xiang Wang, Dequan Wang et al. (1 additional authors not shown)
- CoRR 2025
- Readers: Everyone

Co-Authors

View all 47 co-authors

Qishuo Hua

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Context Engineering 2.0: The Context of Context Engineering

Interaction as Intelligence Part II: Asynchronous Human-Agent Rollout for Long-Horizon Task Training

Deep Cognition: A Multi-Agent Framework for Collaborative Research with Real-Time Cognitive Oversight

ARGO: Asynchronous Rollout with Human Guidance for Research Agent Optimization

LIMI: Less is More for Agency

LIMI: Less is More for Agency

Co-Authors