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)

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)

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)

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

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

Towards Zero-shot Cross-lingual SLU with Syntax-aware Multi-view Contrastive Learning. - Yuxin Xie 004; Zhen Xiong; Tinghe Zhang; Mengke Cui; Yuqi Li; Zhiqi Huang 001; Zhihong Zhu (ICASSP, 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)