Qianrui Zhou

15 papers A* 4Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evolutionary Multimodal Reasoning via Hierarchical Semantic Representation for Intent Recognition.
CoRR
Qianrui Zhou, Hua Xu, Yunjin Gu, Yifan Wang, Songze Li, Hanlei Zhang
2025 A* conf
LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition.
EMNLP
Qianrui Zhou, Hua Xu, Yifan Wang, Xinzhi Dong, Hanlei Zhang
2025 J jnl
LLM-Guided Semantic Relational Reasoning for Multimodal Intent Recognition.
CoRR
Qianrui Zhou, Hua Xu, Yifan Wang, Xinzhi Dong, Hanlei Zhang
2025 J jnl
Multimodal Classification and Out-of-Distribution Detection for Multimodal Intent Understanding.
IEEE Trans. Multim.
Hanlei Zhang, Qianrui Zhou, Hua Xu, Jianhua Su, Roberto Evans, Kai Gao
2024 A* conf
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations.
ICLR
Hanlei Zhang, Xin Wang, Hua Xu, Qianrui Zhou, Kai Gao, Jianhua Su, Jinyue Zhao, Wenrui Li, Yanting Chen
2024 J jnl
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations.
CoRR
Hanlei Zhang, Xin Wang, Hua Xu, Qianrui Zhou, Kai Gao, Jianhua Su, Jinyue Zhao, Wenrui Li, Yanting Chen
2024 J jnl
Multimodal Classification and Out-of-distribution Detection for Multimodal Intent Understanding.
CoRR
Hanlei Zhang, Qianrui Zhou, Hua Xu, Jianhua Su, Roberto Evans, Kai Gao
2024 A* conf
Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition.
AAAI
Qianrui Zhou, Hua Xu, Hao Li, Hanlei Zhang, Xiaohan Zhang, Yifan Wang, Kai Gao
2023 J jnl
Learning Discriminative Representations and Decision Boundaries for Open Intent Detection.
IEEE ACM Trans. Audio Speech Lang. Process.
Hanlei Zhang, Hua Xu, Shaojie Zhao, Qianrui Zhou
2023 J jnl
Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition.
CoRR
Qianrui Zhou, Hua Xu, Hao Li, Hanlei Zhang, Xiaohan Zhang, Yifan Wang, Kai Gao
2022 A* conf
MIntRec: A New Dataset for Multimodal Intent Recognition.
ACM Multimedia
Hanlei Zhang, Hua Xu, Xin Wang, Qianrui Zhou, Shaojie Zhao, Jiayan Teng
2022 J jnl
MIntRec: A New Dataset for Multimodal Intent Recognition.
CoRR
Hanlei Zhang, Hua Xu, Xin Wang, Qianrui Zhou, Shaojie Zhao, Jiayan Teng
2022 J jnl
Towards Open Intent Detection.
CoRR
Hanlei Zhang, Hua Xu, Shaojie Zhao, Qianrui Zhou
2021 — conf
OpenAttack: An Open-source Textual Adversarial Attack Toolkit.
ACL (demo)
Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Zixian Ma, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun
2020 J jnl
OpenAttack: An Open-source Textual Adversarial Attack Toolkit.
CoRR
Guoyang Zeng, Fanchao Qi, Qianrui Zhou, Tingji Zhang, Bairu Hou, Yuan Zang, Zhiyuan Liu, Maosong Sun