Hanlei Zhang

According to our database, Hanlei Zhang authored at least 25 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• 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

Ellipsoid-Based Decision Boundaries for Open Intent Classification.

Yuetian Zou, Hanlei Zhang, Hua Xu, Songze Li, Long Xiao

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 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

Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark.

Hanlei Zhang, Zhuohang Li, Hua Xu, Yeshuang Zhu, Peiwu Wang, Haige Zhu, Jie Zhou, Jinchao Zhang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

BARBIE: Robust Backdoor Detection Based on Latent Separability.

Hanlei Zhang, Yijie Bai, Yanjiao Chen, Zhongming Ma, Wenyuan Xu

Proceedings of the 32nd Annual Network and Distributed System Security Symposium, 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

A Clustering Framework for Unsupervised and Semi-Supervised New Intent Discovery.

Hanlei Zhang, Hua Xu, Xin Wang, Fei Long, Kai Gao

IEEE Trans. Knowl. Data Eng., November, 2024

Deep-Learning Recognition of Scanning Transmission Electron Microscopy: Quantifying and Mitigating the Influence of Gaussian Noises.

Hanlei Zhang, Jincheng Bai, Xiabo Chen, Can Li, Chuanjian Zhong, Jiye Fang, Guangwen Zhou

CoRR, 2024

Real-time scheduling for two-stage assembly flowshop with dynamic job arrivals by deep reinforcement learning.

Jian Chen, Hanlei Zhang, Wenjing Ma, Gangyan Xu

Adv. Eng. Informatics, 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

Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances.

Hanlei Zhang, Hua Xu, Fei Long, Xin Wang, Kai Gao

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 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

Intent Recognition for Human-Machine Interactions

Hua Xu, Hanlei Zhang, Ting-En Lin

Springer Briefs in Computer Science, Springer, ISBN: 978-981-99-3884-1, 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

USNID: A Framework for Unsupervised and Semi-supervised New Intent Discovery.

Hanlei Zhang, Hua Xu, Xin Wang, Fei Long, Kai Gao

CoRR, 2023

DDS: An Auction Based on a Variant of Data Shapley for Federated Learning.

Hanlei Zhang, Meng Xue, Yanjiao Chen

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

VILLAIN: Backdoor Attacks Against Vertical Split Learning.

Yijie Bai, Yanjiao Chen, Hanlei Zhang, Wenyuan Xu, Haiqin Weng, Dou Goodman

Proceedings of the 32nd USENIX Security Symposium, 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

TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition.

Hanlei Zhang, Xiaoteng Li, Hua Xu, Panpan Zhang, Kang Zhao, Kai Gao

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

Discovering New Intents with Deep Aligned Clustering.

Hanlei Zhang, Hua Xu, Ting-En Lin, Rui Lyu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Deep Open Intent Classification with Adaptive Decision Boundary.

Hanlei Zhang, Hua Xu, Ting-En Lin

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Discovering New Intents with Deep Aligned Clustering.

Hanlei Zhang, Hua Xu, Ting-En Lin, Rui Lv

CoRR, 2020

Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement.

Ting-En Lin, Hua Xu, Hanlei Zhang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Constrained Self-Supervised Clustering for Discovering New Intents (Student Abstract).

Ting-En Lin, Hua Xu, Hanlei Zhang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020