Tianrui Qin

Researcher, OPPO AI Center

Joined

August 2022

Names

Tianrui Qin (Preferred)

Emails

****@qq.com (Confirmed)

****@siat.ac.cn (Confirmed)

****@oppo.com (Confirmed)

Personal Links

Career & Education History

Researcher

OPPO AI Center (oppo.com)

2025 – Present

Researcher

Tencent Security Platform (tencent.com)

2024 – 2025

MS student

Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Chinese Academy of Sciences (siat.ac.cn)

2021 – 2024

Undergrad student

Sichuan University (scu.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

Coworker

Wangchunshu Zhou

2025 – Present

Coauthor

Xuan Wang

2024 – Present

Coauthor

Xitong Gao

2021 – Present

Expertise

Agent

2024 – Present

LLM Security

2023 – Present

Security of ML

2022 – 2024

Publications

Flareon: Stealthy all2all Backdoor Injection via Poisoned Augmentation
Tianrui Qin, Xuan Wang, Xianghuan He, Yiren Zhao, Kejiang Ye, Cheng-zhong Xu, Xitong Gao
- ACM Transactions on Knowledge Discovery from Data
- Readers: Everyone
Compressed Step Information Memory for End-to-End Agent Foundation Models
Xinxin Liu, Weizhen Li, Weichen Sun, Xinlong Yang, Tianrui Qin, Xitong Gao, Wangchunshu Zhou
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving
Xiangru Tang, Tianrui Qin, Yanjun Shao, Ziyang Zhou, Jiapeng Chen, Tianhao Peng, Tingting Du, Peng Xia, Fang Wu, He Zhu, Jiaheng Liu, Xingyao Wang, Sirui Hong, Chenglin Wu, Hao Cheng, Chi Wang, Wangchunshu Zhou
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems
Xin Gui, King Zhu, JinCheng Ren, Qianben Chen, Zekun Moore Wang, Yizhi LI, Xinpeng Liu, REN WENLI, Linyu Miao, Tianrui Qin, Ziqi Shu, He Zhu, Dingfeng Shi, Jiaheng Liu, Yuchen Eleanor Jiang, Minghao Liu, Ge Zhang, Wangchunshu Zhou
- ICLR 2026 Poster
- Readers: Everyone
TaskCraft: Automated Generation of Agentic Tasks
Dingfeng Shi, Jingyi Cao, Qianben Chen, Weichen Sun, Weizhen Li, Hongxuan Lu, Fangchen Dong, Tianrui Qin, King Zhu, Minghao Liu, Yuchen Eleanor Jiang, Jian Yang, Ge Zhang, Jiaheng Liu, Changwang Zhang, Jun Wang, Wangchunshu Zhou
- ICLR 2026 Poster
- Readers: Everyone
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
Weizhen Li, Jianbo Lin, Zhuosong Jiang, Jingyi Cao, Xinpeng Liu, Jiayu Zhang, Huang Zhenqiang, Qianben Chen, Weichen Sun, Qiexiang Wang, Hongxuan Lu, Tianrui Qin, ChenghaoZhu, Yi Yao, Shuying Fan, LiXiaowan, Tiannan Wang, Pai Liu, King Zhu, He Zhu et al. (10 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
A$^2$FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning
Qianben Chen, Jingyi Cao, Jiayu Zhang, Tianrui Qin, LiXiaowan, King Zhu, Dingfeng Shi, He Zhu, Minghao Liu, Xiaobo Liang, Ge Zhang, Jian Yang, Yuchen Eleanor Jiang, Wangchunshu Zhou
- ICLR 2026 Poster
- Readers: Everyone
Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution
Tianrui Qin, Qianben Chen, Sinuo Wang, He Xing, King Zhu, He Zhu, Dingfeng Shi, Xinxin Liu, Ge Zhang, Jiaheng Liu, Xitong Gao, Yuchen Eleanor Jiang, Wangchunshu Zhou
- ICLR 2026 Poster
- Readers: Everyone
AGENT KB: A Hierarchical Memory Framework for Cross-Domain Agentic Problem Solving
Xiangru Tang, Tianrui Qin, Tianhao Peng, Ziyang Zhou, Yanjun Shao, Tingting Du, Xinming Wei, He Zhu, Ge Zhang, Jiaheng Liu, Xingyao Wang, Sirui Hong, Chenglin Wu, Wangchunshu Zhou
- CFAgentic @ ICML'25 Oral
- Readers: Everyone
APBench: A Unified Availability Poisoning Attack and Defenses Benchmark
Tianrui Qin, Xitong Gao, Juanjuan Zhao, Kejiang Ye, Cheng-zhong Xu
- Accepted by TMLR
- Readers: Everyone

View all 14 publications

Co-Authors

View all 64 co-authors