Qianrui Zhou

According to our database, Qianrui Zhou authored at least 10 papers between 2020 and 2026.

Collaborative distances:

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

2026

Evolutionary Multimodal Reasoning via Hierarchical Semantic Representation for Intent Recognition.

Qianrui Zhou, Hua Xu, Yunjin Gu, Yifan Wang, Songze Li, Hanlei Zhang

CoRR, March, 2026

2025

Multimodal Classification and Out-of-Distribution Detection for Multimodal Intent Understanding.

Hanlei Zhang, Qianrui Zhou, Hua Xu, Jianhua Su, Roberto Evans, Kai Gao

IEEE Trans. Multim., 2025

LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition.

Qianrui Zhou, Hua Xu, Yifan Wang, Xinzhi Dong, Hanlei Zhang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations.

Hanlei Zhang, Xin Wang, Hua Xu, Qianrui Zhou, Kai Gao, Jianhua Su, Jinyue Zhao, Wenrui Li, Yanting Chen

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition.

Qianrui Zhou, Hua Xu, Hao Li, Hanlei Zhang, Xiaohan Zhang, Yifan Wang, Kai Gao

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Learning Discriminative Representations and Decision Boundaries for Open Intent Detection.

Hanlei Zhang, Hua Xu, Shaojie Zhao, Qianrui Zhou

IEEE ACM Trans. Audio Speech Lang. Process., 2023

2022

Towards Open Intent Detection.

Hanlei Zhang, Hua Xu, Shaojie Zhao, Qianrui Zhou

CoRR, 2022

MIntRec: A New Dataset for Multimodal Intent Recognition.

Hanlei Zhang, Hua Xu, Xin Wang, Qianrui Zhou, Shaojie Zhao, Jiayan Teng

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021

OpenAttack: An Open-source Textual Adversarial Attack Toolkit.

Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Zixian Ma, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun

Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

OpenAttack: An Open-source Textual Adversarial Attack Toolkit.

Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun

CoRR, 2020