Constrained Self-Supervised Clustering for Discovering New Intents (Student Abstract). - Ting-En Lin; Hua Xu 003; Hanlei Zhang (AAAI, 2020)

Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement. - Ting-En Lin; Hua Xu 003; Hanlei Zhang (AAAI, 2020)

Discovering New Intents with Deep Aligned Clustering. - Hanlei Zhang; Hua Xu 003; Ting-En Lin; Rui Lv (CoRR, 2020)

Deep Open Intent Classification with Adaptive Decision Boundary. - Hanlei Zhang; Hua Xu 003; Ting-En Lin (AAAI, 2021)

Discovering New Intents with Deep Aligned Clustering. - Hanlei Zhang; Hua Xu 003; Ting-En Lin; Rui Lyu (AAAI, 2021)

TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition. - Hanlei Zhang; Xiaoteng Li; Hua Xu 001; Panpan Zhang; Kang Zhao; Kai Gao (ACL (demo), 2021)

TEXTOIR: An Integrated and Visualized Platform for Text Open Intent Recognition. - Hanlei Zhang; Xiaoteng Li; Hua Xu 003; Panpan Zhang; Kang Zhao; Kai Gao (CoRR, 2021)

MIntRec: A New Dataset for Multimodal Intent Recognition. - Hanlei Zhang; Hua Xu 003; Xin Wang; Qianrui Zhou; Shaojie Zhao; Jiayan Teng (ACM Multimedia, 2022)

Towards Open Intent Detection. - Hanlei Zhang; Hua Xu 003; Shaojie Zhao; Qianrui Zhou (CoRR, 2022)

VILLAIN: Backdoor Attacks Against Vertical Split Learning. - Yijie Bai; Yanjiao Chen; Hanlei Zhang; Wenyuan Xu 001; Haiqin Weng; Dou Goodman (USENIX Security Symposium, 2023)

DDS: An Auction Based on a Variant of Data Shapley for Federated Learning. - Hanlei Zhang; Meng Xue; Yanjiao Chen (WCNC, 2023)

USNID: A Framework for Unsupervised and Semi-supervised New Intent Discovery. - Hanlei Zhang; Hua Xu 003; Xin Wang; Fei Long; Kai Gao (CoRR, 2023)

Learning Discriminative Representations and Decision Boundaries for Open Intent Detection. - Hanlei Zhang; Hua Xu 003; Shaojie Zhao; Qianrui Zhou (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Intent Recognition for Human-Machine Interactions - Hua Xu 003; Hanlei Zhang; Ting-En Lin (Springer, 2023)

Token-Level Contrastive Learning with Modality-Aware Prompting for Multimodal Intent Recognition. - Qianrui Zhou; Hua Xu 003; Hao Li; Hanlei Zhang; Xiaohan Zhang; Yifan Wang; Kai Gao (AAAI, 2024)

Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances. - Hanlei Zhang; Hua Xu; Fei Long; Xin Wang; Kai Gao (ACL (1), 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 003; Qianrui Zhou; Kai Gao; Jianhua Su; Jinyue Zhao; Wenrui Li; Yanting Chen (ICLR, 2024)

Real-time scheduling for two-stage assembly flowshop with dynamic job arrivals by deep reinforcement learning. - Jian Chen 022; Hanlei Zhang; Wenjing Ma; Gangyan Xu (Adv. Eng. Informatics, 2024)

Unsupervised Multimodal Clustering for Semantics Discovery in Multimodal Utterances. - Hanlei Zhang; Hua Xu 001; Fei Long; Xin Wang; Kai Gao (CoRR, 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)

Multimodal Classification and Out-of-distribution Detection for Multimodal Intent Understanding. - Hanlei Zhang; Qianrui Zhou; Hua Xu 003; Jianhua Su; Roberto Evans; Kai Gao (CoRR, 2024)

A Clustering Framework for Unsupervised and Semi-Supervised New Intent Discovery. - Hanlei Zhang; Hua Xu 003; Xin Wang; Fei Long; Kai Gao (IEEE Trans. Knowl. Data Eng., 2024)

BARBIE: Robust Backdoor Detection Based on Latent Separability. - Hanlei Zhang; Yijie Bai; Yanjiao Chen; Zhongming Ma; Wenyuan Xu 001 (NDSS, 2025)

Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark. - Hanlei Zhang; Zhuohang Li; Yeshuang Zhu; Hua Xu; Peiwu Wang; Haige Zhu; Jie Zhou; Jinchao Zhang (CoRR, 2025)