| 2025 | ACL | ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors. | Yuguo Yin, Yuxin Xie, Wenyuan Yang, Dongchao Yang, Jinghan Ru, Xianwei Zhuang, Liming Liang, Yuexian Zou |
| 2025 | COLING | Gradient Inversion Attack in Federated Learning: Exposing Text Data through Discrete Optimization. | Ying Gao, Yuxin Xie, Huanghao Deng, Zukun Zhu |
| 2025 | CVPR | VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification. | Xianwei Zhuang, Zhihong Zhu, Yuxin Xie, Liming Liang, Yuexian Zou |
| 2025 | HPCC | MF-Mamba: An Efficient Multi-Feature Fusion Mamba Model for Medical Image Segmentation. | Weitong Xing, Jun Geng, Xiangxiang Yao, Mengran Liu, Yuxin Xie, Mingzi Yuan |
| 2025 | ICASSP | Towards Zero-shot Cross-lingual SLU with Syntax-aware Multi-view Contrastive Learning. | Yuxin Xie, Zhen Xiong, Tinghe Zhang, Mengke Cui, Yuqi Li, Zhiqi Huang, Zhihong Zhu |
| 2025 | INDIN | Integrated Health Monitoring and Pedestrian Navigation: A Hybrid Foot-Worn and Wrist-Worn Multi-Sensor System for Seamless 3D Localization and Vital Sign Tracking. | Jiale Wang, Yuxin Xie, Nanzhu Liu, Ming Xia, Deyou Zhang, Chuang Shi |
| 2025 | Interspeech | FoleyMaster: High-Quality Video-to-Audio Synthesis via MLLM-Augmented Prompt Tuning and Joint Semantic-Temporal Adaptation. | Liming Liang, Luo Chen, Yuehan Jin, Xianwei Zhuang, Yuxin Xie, Yongkang Yin, Yuexian Zou |
| 2025 | Interspeech | SpeechSEC: A Unified Multi-Task Framework for Speech Synthesis, Editing, and Continuation. | Liming Liang, Dongchao Yang, Xianwei Zhuang, Yuxin Xie, Luo Chen, Yuehan Jin, Yuexian Zou |
| 2024 | ACL | PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling. | Xianwei Zhuang, Xuxin Cheng, Liming Liang, Yuxin Xie, Zhichang Wang, Zhiqi Huang, Yuexian Zou |
| 2024 | ECCV | KDProR: A Knowledge-Decoupling Probabilistic Framework for Video-Text Retrieval. | Xianwei Zhuang, Hongxiang Li, Xuxin Cheng, Zhihong Zhu, Yuxin Xie, Yuexian Zou |
| 2024 | EMNLP | Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory. | Xianwei Zhuang, Zhihong Zhu, Zhanpeng Chen, Yuxin Xie, Liming Liang, Yuexian Zou |
| 2024 | ICIP | Joint End-to-End Image Compression and Denoising: Leveraging Contrastive Learning and Multi-Scale Self-Onns. | Yuxin Xie, Li Yu, Farhad Pakdaman, Moncef Gabbouj |
| 2024 | ICONIP | Domain Knowledge Based Temporal-Spatial Graph Convolution Network for ECG Recognition. | Wenting Ma, Zhipeng Zhang, Xiaohang Yuan, Ningwei Xie, Yuxin Xie, Xiaolin Wang, Meng Guo, Xingang Chai, Zhenjie Yao |
| 2024 | Interspeech | GPA: Global and Prototype Alignment for Audio-Text Retrieval. | Yuxin Xie, Zhihong Zhu, Xianwei Zhuang, Liming Liang, Zhichang Wang, Yuexian Zou |
| 2024 | MICCAI | SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues. | Yuxin Xie, Tao Zhou, Yi Zhou, Geng Chen |
| 2024 | NAACL | MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration. | Xianwei Zhuang, Zhichang Wang, Xuxin Cheng, Yuxin Xie, Liming Liang, Yuexian Zou |
| 2023 | KDD | Learning Balanced Tree Indexes for Large-Scale Vector Retrieval. | Wuchao Li, Chao Feng, Defu Lian, Yuxin Xie, Haifeng Liu, Yong Ge, Enhong Chen |
| 2007 | ICNC | A Modified PSVM and its Application to Unbalanced Data Classification. | Xiaoyan Tao, Hong-Bing Ji, Yuxin Xie |