Residual Swin Transformer Unet with Consistency Regularization for Automatic Breast Ultrasound Tumor Segmentation. - Xianwei Zhuang; Xiner Zhu; Haoji Hu; Jincao Yao; Wei Li; Chen Yang; Liping Wang; Na Feng; Dong Xu 006 (ICIP, 2022)

Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport. - Xuxin Cheng; Zhihong Zhu; Hongxiang Li; Yaowei Li; Xianwei Zhuang; Yuexian Zou (AAAI, 2024)

Towards Explainable Joint Models via Information Theory for Multiple Intent Detection and Slot Filling. - Xianwei Zhuang; Xuxin Cheng; Yuexian Zou (AAAI, 2024)

Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding. - Xuxin Cheng; Zhihong Zhu; Bang Yang; Xianwei Zhuang; Hongxiang Li; Yuexian Zou (ACL (Findings), 2024)

MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts. - Xuxin Cheng; Zhihong Zhu; Xianwei Zhuang; Zhanpeng Chen; Zhiqi Huang 001; Yuexian Zou (ACL (Findings), 2024)

Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment. - Zhihong Zhu; Xuxin Cheng; Zhanpeng Chen; Xianwei Zhuang; Zhiqi Huang 001; Yuexian Zou (ACL (Short Papers), 2024)

PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling. - Xianwei Zhuang; Xuxin Cheng; Liming Liang; Yuxin Xie 004; Zhichang Wang; Zhiqi Huang 001; Yuexian Zou (ACL (1), 2024)

Uncertainty-Aware Sign Language Video Retrieval with Probability Distribution Modeling. - Xuan Wu; Hongxiang Li; Yuanjiang Luo; Xuxin Cheng; Xianwei Zhuang; Meng Cao; Keren Fu (ECCV (44), 2024)

KDProR: A Knowledge-Decoupling Probabilistic Framework for Video-Text Retrieval. - Xianwei Zhuang; Hongxiang Li; Xuxin Cheng; Zhihong Zhu; Yuxin Xie 004; Yuexian Zou (ECCV (34), 2024)

Relevance Is a Guiding Light: Relevance-aware Adaptive Learning for End-to-end Task-oriented Dialogue System. - Zhanpeng Chen; Zhihong Zhu; Wanshi Xu; Xianwei Zhuang; Yuexian Zou (EMNLP, 2024)

Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection. - Zhanpeng Chen; Zhihong Zhu; Xianwei Zhuang; Zhiqi Huang 001; Yuexian Zou (EMNLP, 2024)

What are the Generator Preferences for End-to-end Task-Oriented Dialog System? - Wanshi Xu; Xianwei Zhuang; Zhanpeng Chen; Zhihong Zhu; Xuxin Cheng; Yuexian Zou (EMNLP, 2024)

Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory. - Xianwei Zhuang; Zhihong Zhu; Zhanpeng Chen; Yuxin Xie 004; Liming Liang; Yuexian Zou (EMNLP, 2024)

TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing. - Zhihong Zhu; Xianwei Zhuang; Yunyan Zhang; Derong Xu; Guimin Hu; Xian Wu 001; Yefeng Zheng 001 (IJCAI, 2024)

GPA: Global and Prototype Alignment for Audio-Text Retrieval. - Yuxin Xie 004; Zhihong Zhu; Xianwei Zhuang; Liming Liang; Zhichang Wang; Yuexian Zou (INTERSPEECH, 2024)

Towards Multimodal-augmented Pre-trained Language Models via Self-balanced Expectation-Maximization Iteration. - Xianwei Zhuang; Xuxin Cheng; Zhihong Zhu; Zhanpeng Chen; Hongxiang Li; Yuexian Zou (ACM Multimedia, 2024)

MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration. - Xianwei Zhuang; Zhichang Wang; Xuxin Cheng; Yuxin Xie 004; Liming Liang; Yuexian Zou (NAACL-HLT, 2024)

ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors. - Yuguo Yin; Yuxin Xie 004; Wenyuan Yang; Dongchao Yang; Jinghan Ru; Xianwei Zhuang; Liming Liang; Yuexian Zou (ACL (1), 2025)

Can We Trust AI Doctors? A Survey of Medical Hallucination in Large Language and Large Vision-Language Models. - Zhihong Zhu; Yunyan Zhang; Xianwei Zhuang; Fan Zhang; Zhongwei Wan; Yuyan Chen; Qingqing Long; Yefeng Zheng 001; Xian Wu 001 (ACL (Findings), 2025)

VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification. - Xianwei Zhuang; Zhihong Zhu; Yuxin Xie 004; Liming Liang; Yuexian Zou (CVPR, 2025)

HCoTT: Hierarchical Chain-of-Thought Distillation. - Zhichang Wang; Xianwei Zhuang; Zhihong Zhu; Yuexian Zou (ICASSP, 2025)

UniCoTT: A Unified Framework for Structural Chain-of-Thought Distillation. - Xianwei Zhuang; Zhihong Zhu; Zhichang Wang; Xuxin Cheng; Yuexian Zou (ICLR, 2025)

SemiGMMPoint: Semi-supervised point cloud segmentation based on Gaussian mixture models. - Xianwei Zhuang; Hualiang Wang; Xiaoxuan He; Siming Fu; Haoji Hu (Pattern Recognit., 2025)

VASparse: Towards Efficient Visual Hallucination Mitigation for Large Vision-Language Model via Visual-Aware Sparsification. - Xianwei Zhuang; Zhihong Zhu; Yuxin Xie 004; Liming Liang; Yuexian Zou (CoRR, 2025)

VARGPT: Unified Understanding and Generation in a Visual Autoregressive Multimodal Large Language Model. - Xianwei Zhuang; Yuxin Xie 004; Yufan Deng; Liming Liang; Jinghan Ru; Yuguo Yin; Yuexian Zou (CoRR, 2025)

Do we really have to filter out random noise in pre-training data for language models? - Jinghan Ru; Yuxin Xie 004; Xianwei Zhuang; Yuguo Yin; Yuexian Zou (CoRR, 2025)

VARGPT-v1.1: Improve Visual Autoregressive Large Unified Model via Iterative Instruction Tuning and Reinforcement Learning. - Xianwei Zhuang; Yuxin Xie 004; Yufan Deng; Dongchao Yang; Liming Liang; Jinghan Ru; Yuguo Yin; Yuexian Zou (CoRR, 2025)

Not All Tokens and Heads Are Equally Important: Dual-Level Attention Intervention for Hallucination Mitigation. - Lexiang Tang; Xianwei Zhuang; Bang Yang; Zhiyuan Hu; Hongxiang Li; Lu Ma; Jinghan Ru; Yuexian Zou (CoRR, 2025)