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2020 – today
- 2025
[c3]Xuan Wang, Xitong Gao, Dongping Liao, Tianrui Qin, Yu-liang Lu, Cheng-Zhong Xu:
A3: Few-shot Prompt Learning of Unlearnable Examples with Cross-Modal Adversarial Feature Alignment. CVPR 2025: 9507-9516- [c2]Tianrui Qin
, Xuan Wang, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu, Xitong Gao:
On the Adversarial Robustness of Visual-Language Chat Models. ICMR 2025: 1118-1127 - [i12]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:
TaskCraft: Automated Generation of Agentic Tasks. CoRR abs/2506.10055 (2025) - [i11]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:
OAgents: An Empirical Study of Building Effective Agents. CoRR abs/2506.15741 (2025) - [i10]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:
Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving. CoRR abs/2507.06229 (2025) - [i9]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:
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL. CoRR abs/2508.13167 (2025) - [i8]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:
Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution. CoRR abs/2509.25301 (2025) - [i7]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:
ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems. CoRR abs/2510.11652 (2025) - [i6]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:
A2FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning. CoRR abs/2510.12838 (2025) - [i5]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:
How Far Are We from Genuinely Useful Deep Research Agents? CoRR abs/2512.01948 (2025) - 2024
- [j2]Tianrui Qin, Xitong Gao, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu:
APBench: A Unified Availability Poisoning Attack and Defenses Benchmark. Trans. Mach. Learn. Res. 2024 (2024) - 2023
- [c1]Tianrui Qin, Xitong Gao, Juanjuan Zhao, Kejiang Ye:
Destruction-Restoration Suppresses Data Protection Perturbations against Diffusion Models. ICTAI 2023: 586-594 - [i4]Tianrui Qin, Xitong Gao, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu:
Learning the Unlearnable: Adversarial Augmentations Suppress Unlearnable Example Attacks. CoRR abs/2303.15127 (2023) - [i3]Tianrui Qin, Xitong Gao, Juanjuan Zhao, Kejiang Ye, Cheng-Zhong Xu:
APBench: A Unified Benchmark for Availability Poisoning Attacks and Defenses. CoRR abs/2308.03258 (2023) - 2022
- [i2]Tianrui Qin, Xianghuan He, Xitong Gao, Yiren Zhao, Kejiang Ye, Cheng-Zhong Xu:
Flareon: Stealthy any2any Backdoor Injection via Poisoned Augmentation. CoRR abs/2212.09979 (2022) - 2021
- [j1]Tianrui Qin, Wanchun Liu, Branka Vucetic, Yonghui Li:
Over-the-Air Computation via Broadband Channels. IEEE Wirel. Commun. Lett. 10(10): 2150-2154 (2021) - [i1]Tianrui Qin, Wanchun Liu, Branka Vucetic, Yonghui Li:
Over-the-Air Computation via Broadband Channels. CoRR abs/2106.02243 (2021)
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