Tianrui Qin

According to our database, Tianrui Qin authored at least 20 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization.

Qianben Chen, Tianrui Qin, King Zhu, Qiexiang Wang, Chengjun Yu, Shu Xu, Jiaqi Wu, Jiayu Zhang, Xinpeng Liu, Xin Gui, Jingyi Cao, Piaohong Wang, Dingfeng Shi, He Zhu, Tiannan Wang, Yuqing Wang, Maojia Song, Tianyu Zheng, Ge Zhang, Jian Yang, Jiaheng Liu, Minghao Liu, Yuchen Eleanor Jiang, Wangchunshu Zhou

CoRR, February, 2026

Flareon: Stealthy All2all Backdoor Injection via Poisoned Augmentation.

Tianrui Qin, Xuan Wang, Xianghuan He, Yiren Zhao, Kejiang Ye, Cheng-Zhong Xu, Xitong Gao

ACM Trans. Knowl. Discov. Data, January, 2026

PersonaDual: Balancing Personalization and Objectivity via Adaptive Reasoning.

Xiaoyou Liu, Xinyi Mou, Shengbin Yue, Liang Wang, Yuqing Wang, Qiexiang Wang, Tianrui Qin, Wangchunshu Zhou, Zhongyu Wei

CoRR, January, 2026

2025

How Far Are We from Genuinely Useful Deep Research Agents?

Dingling Zhang, He Zhu, JinCheng Ren, Kangqi Song, Xinran Zhou, Boyu Feng, Shudong Liu, Jiabin Luo, Weihao Xie, Zhaohui Wang, Tianrui Qin, King Zhu, Yuqing Wang, Qianben Chen, Yuchen Eleanor Jiang, Wei Wang, Jiaheng Liu, Wangchunshu Zhou

CoRR, December, 2025

A²FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning.

Qianben Chen, Jingyi Cao, Jiayu Zhang, Tianrui Qin, Xiaowan Li, King Zhu, Dingfeng Shi, He Zhu, Minghao Liu, Xiaobo Liang, Xin Gui, Ge Zhang, Jian Yang, Yuchen Eleanor Jiang, Wangchunshu Zhou

CoRR, October, 2025

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, Xiaowan Li, Wenli Ren, Linyu Miao, Tianrui Qin, Ziqi Shu, He Zhu, Xiangru Tang, Dingfeng Shi, Jiaheng Liu, Yuchen Eleanor Jiang, Minghao Liu, Ge Zhang, Wangchunshu Zhou

CoRR, October, 2025

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, Yuchen Eleanor Jiang, Xitong Gao, Wangchunshu Zhou

CoRR, September, 2025

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, Zhenqiang Huang, Qianben Chen, Weichen Sun, Qiexiang Wang, Hongxuan Lu, Tianrui Qin, Chenghao Zhu, Yi Yao, Shuying Fan, Xiaowan Li, Tiannan Wang, Pai Liu, King Zhu, He Zhu, Dingfeng Shi, Piaohong Wang, Yeyi Guan, Xiangru Tang, Minghao Liu, Yuchen Eleanor Jiang, Jian Yang, Jiaheng Liu, Ge Zhang, Wangchunshu Zhou

CoRR, August, 2025

Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving.

Xiangru Tang, Tianrui Qin, Tianhao Peng, Ziyang Zhou, Daniel Shao, Tingting Du, Xinming Wei, Peng Xia, Fang Wu, He Zhu, Ge Zhang, Jiaheng Liu, Xingyao Wang, Sirui Hong, Chenglin Wu, Hao Cheng, Chi Wang, Wangchunshu Zhou

CoRR, July, 2025

OAgents: An Empirical Study of Building Effective Agents.

He Zhu, Tianrui Qin, King Zhu, Heyuan Huang, Yeyi Guan, Jinxiang Xia, Yi Yao, Hanhao Li, Ningning Wang, Pai Liu, Tianhao Peng, Xin Gui, Xiaowan Li, Yuhui Liu, Yuchen Eleanor Jiang, Jun Wang, Changwang Zhang, Xiangru Tang, Ge Zhang, Jian Yang, Minghao Liu, Xitong Gao, Jiaheng Liu, Wangchunshu Zhou

CoRR, June, 2025

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, Jian Yang, Ge Zhang, Jiaheng Liu, Changwang Zhang, Jun Wang, Yuchen Eleanor Jiang, Wangchunshu Zhou

CoRR, June, 2025

On the Adversarial Robustness of Visual-Language Chat Models.

Tianrui Qin, Xuan Wang, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu, Xitong Gao

Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

OAgents: An Empirical Study of Building Effective Agents.

He Zhu, Tianrui Qin, King Zhu, Heyuan Huang, Yeyi Guan, Jinxiang Xia, Hanhao Li, Yi Yao, Ningning Wang, Pai Liu, Tianhao Peng, Xin Gui, Xiaowan Li, Yuhui Liu, Xiangru Tang, Jian Yang, Ge Zhang, Xitong Gao, Yuchen Eleanor Jiang, Changwang Zhang, Jun Wang, Jiaheng Liu, Wangchunshu Zhou

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

A3: Few-shot Prompt Learning of Unlearnable Examples with Cross-Modal Adversarial Feature Alignment.

Xuan Wang, Xitong Gao, Dongping Liao, Tianrui Qin, Yu-liang Lu, Cheng-Zhong Xu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

APBench: A Unified Availability Poisoning Attack and Defenses Benchmark.

Tianrui Qin, Xitong Gao, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu

Trans. Mach. Learn. Res., 2024

2023

APBench: A Unified Benchmark for Availability Poisoning Attacks and Defenses.

Tianrui Qin, Xitong Gao, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu

CoRR, 2023

Learning the Unlearnable: Adversarial Augmentations Suppress Unlearnable Example Attacks.

Tianrui Qin, Xitong Gao, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu

CoRR, 2023

Destruction-Restoration Suppresses Data Protection Perturbations against Diffusion Models.

Tianrui Qin, Xitong Gao, Juanjuan Zhao, Kejiang Ye

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

2022

Flareon: Stealthy any2any Backdoor Injection via Poisoned Augmentation.

Tianrui Qin, Xianghuan He, Xitong Gao, Yiren Zhao, Kejiang Ye, Cheng-Zhong Xu

CoRR, 2022

2021

Over-the-Air Computation via Broadband Channels.

Tianrui Qin, Wanchun Liu, Branka Vucetic, Yonghui Li

IEEE Wirel. Commun. Lett., 2021