Yuexian Zou

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 293

Top Venues

Publications

Xuxin Cheng, Wanshi Xu, Zhihong Zhu, Hongxiang Li, Yuexian Zou
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning. CoRR (2024)
Hongxiang Li, Meng Cao, Xuxin Cheng, Yaowei Li, Zhihong Zhu, Yuexian Zou
Exploiting Auxiliary Caption for Video Grounding. AAAI (2024)
Bang Yang, Yong Dai, Xuxin Cheng, Yaowei Li, Asif Raza, Yuexian Zou
Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning. CoRR (2024)
Xianwei Zhuang, Xuxin Cheng, Yuexian Zou
Towards Explainable Joint Models via Information Theory for Multiple Intent Detection and Slot Filling. AAAI (2024)
Yaowei Li, Xintao Wang, Zhaoyang Zhang, Zhouxia Wang, Ziyang Yuan, Liangbin Xie, Yuexian Zou, Ying Shan
Image Conductor: Precision Control for Interactive Video Synthesis. CoRR (2024)
Hao An, Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Yuexian Zou
Knowledge-enhanced Prompt Tuning for Dialogue-based Relation Extraction with Trigger and Label Semantic. LREC/COLING (2024)
Bowen Cao, Deng Cai, Zhisong Zhang, Yuexian Zou, Wai Lam
On the Worst Prompt Performance of Large Language Models. CoRR (2024)
Deshun Yang, Luhui Hu, Yu Tian, Zihao Li, Chris Kelly, Bang Yang, Cindy Yang, Yuexian Zou
WorldGPT: A Sora-Inspired Video AI Agent as Rich World Models from Text and Image Inputs. CoRR (2024)
Xuxin Cheng, Zhihong Zhu, Hongxiang Li, Yaowei Li, Xianwei Zhuang, Yuexian Zou
Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport. AAAI (2024)
Xianwei Zhuang, Xuxin Cheng, Liming Liang, Yuxin Xie, Zhichang Wang, Zhiqi Huang, Yuexian Zou
PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling. ACL (1) (2024)
Xinhao Mei, Chutong Meng, Haohe Liu, Qiuqiang Kong, Tom Ko, Chengqi Zhao, Mark D. Plumbley, Yuexian Zou, Wenwu Wang
WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Xuxin Cheng, Zhihong Zhu, Xianwei Zhuang, Zhanpeng Chen, Zhiqi Huang, Yuexian Zou
MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts. ACL (Findings) (2024)
Xianwei Zhuang, Zhichang Wang, Xuxin Cheng, Yuxin Xie, Liming Liang, Yuexian Zou
MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration. NAACL-HLT (2024)
Xuxin Cheng, Zhihong Zhu, Bang Yang, Xianwei Zhuang, Hongxiang Li, Yuexian Zou
Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding. ACL (Findings) (2024)
Bang Yang, Yong Dai, Xuxin Cheng, Yaowei Li, Asif Raza, Yuexian Zou
Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning. AAAI (2024)
Chris Kelly, Luhui Hu, Jiayin Hu, Yu Tian, Deshun Yang, Bang Yang, Cindy Yang, Zihao Li, Zaoshan Huang, Yuexian Zou
VisionGPT-3D: A Generalized Multimodal Agent for Enhanced 3D Vision Understanding. CoRR (2024)
Bowen Cao, Deng Cai, Leyang Cui, Xuxin Cheng, Wei Bi, Yuexian Zou, Shuming Shi
Retrieval is Accurate Generation. ICLR (2024)
Zhihong Zhu, Xuxin Cheng, Hongxiang Li, Yaowei Li, Yuexian Zou
Dance with Labels: Dual-Heterogeneous Label Graph Interaction for Multi-intent Spoken Language Understanding. WSDM (2024)
Zhihong Zhu, Xuxin Cheng, Yaowei Li, Hongxiang Li, Yuexian Zou
Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment. AAAI (2024)
Chenchen Tao, Chong Wang, Yuexian Zou, Xiaohao Peng, Jiafei Wu, Jiangbo Qian
Learn Suspected Anomalies from Event Prompts for Video Anomaly Detection. CoRR (2024)
Bang Yang, Fenglin Liu, Yuexian Zou, Xian Wu, Yaowei Wang, David A. Clifton
ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation. IEEE Trans. Pattern Anal. Mach. Intell. 46 (8) (2024)
Chris Kelly, Luhui Hu, Bang Yang, Yu Tian, Deshun Yang, Cindy Yang, Zaoshan Huang, Zihao Li, Jiayin Hu, Yuexian Zou
VisionGPT: Vision-Language Understanding Agent Using Generalized Multimodal Framework. CoRR (2024)
Zhihong Zhu, Xuxin Cheng, Guimin Hu, Yaowei Li, Zhiqi Huang, Yuexian Zou
Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling. LREC/COLING (2024)
Xuxin Cheng, Ziyu Yao, Yifei Xin, Hao An, Hongxiang Li, Yaowei Li, Yuexian Zou
Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup. ACL (1) (2024)
Bang Yang, Yue Yu, Yuexian Zou, Tong Zhang
PCLmed: Champion Solution for ImageCLEFmedical 2024 Caption Prediction Challenge via Medical Vision-Language Foundation Models. CLEF (Working Notes) (2024)
Rongjie Huang, Mingze Li, Dongchao Yang, Jiatong Shi, Xuankai Chang, Zhenhui Ye, Yuning Wu, Zhiqing Hong, Jiawei Huang, Jinglin Liu, Yi Ren, Yuexian Zou, Zhou Zhao, Shinji Watanabe
AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head. AAAI (2024)
Bowen Cao, Deng Cai, Leyang Cui, Xuxin Cheng, Wei Bi, Yuexian Zou, Shuming Shi
Retrieval is Accurate Generation. CoRR (2024)
Yaowei Li, Bang Yang, Xuxin Cheng, Zhihong Zhu, Hongxiang Li, Yuexian Zou
Unify, Align and Refine: Multi-Level Semantic Alignment for Radiology Report Generation. ICCV (2023)
Xuxin Cheng, Zhihong Zhu, Yaowei Li, Hongxiang Li, Yuexian Zou
DAS-CL: Towards Multimodal Machine Translation via Dual-Level Asymmetric Contrastive Learning. CIKM (2023)
Tengtao Song, Nuo Chen, Ji Jiang, Zhihong Zhu, Yuexian Zou
Improve Retrieval-based Dialogue System via Syntax-Informed Attention. CoRR (2023)
Xuxin Cheng, Zhihong Zhu, Bowen Cao, Qichen Ye, Yuexian Zou
MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling. EMNLP (Findings) (2023)
Xuxin Cheng, Ziyu Yao, Zhihong Zhu, Yaowei Li, Hongxiang Li, Yuexian Zou
C²A-SLU: Cross and Contrastive Attention for Improving ASR Robustness in Spoken Language Understanding. INTERSPEECH (2023)
Wen Wang, Dongchao Yang, Qichen Ye, Bowen Cao, Yuexian Zou
NADiffuSE: Noise-aware Diffusion-based Model for Speech Enhancement. APSIPA ASC (2023)
Zhihong Zhu, Weiyuan Xu, Xuxin Cheng, Tengtao Song, Yuexian Zou
A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language Understanding. ICASSP (2023)
Ji Jiang, Meng Cao, Tengtao Song, Long Chen, Yi Wang, Yuexian Zou
Video Referring Expression Comprehension via Transformer with Content-conditioned Query. CoRR (2023)
Liyu Wu, Can Zhang, Yuexian Zou
SpatioTemporal focus for skeleton-based action recognition. Pattern Recognit. 136 (2023)
Bang Yang, Asif Raza, Yuexian Zou, Tong Zhang
PCLmed at ImageCLEFmedical 2023: Customizing General-Purpose Foundation Models for Medical Report Generation. CLEF (Working Notes) (2023)
Rongzhi Gu, Shi-Xiong Zhang, Yuexian Zou, Dong Yu
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Xinhao Mei, Chutong Meng, Haohe Liu, Qiuqiang Kong, Tom Ko, Chengqi Zhao, Mark D. Plumbley, Yuexian Zou, Wenwu Wang
WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research. CoRR (2023)
Hongxiang Li, Meng Cao, Xuxin Cheng, Yaowei Li, Zhihong Zhu, Yuexian Zou
G2L: Semantically Aligned and Uniform Video Grounding via Geodesic and Game Theory. CoRR (2023)
Chris Kelly, Luhui Hu, Cindy Yang, Yu Tian, Deshun Yang, Bang Yang, Zaoshan Huang, Zihao Li, Yuexian Zou
UnifiedVisionGPT: Streamlining Vision-Oriented AI through Generalized Multimodal Framework. CoRR (2023)
Yifei Xin, Dongchao Yang, Fan Cui, Yujun Wang, Yuexian Zou
Improving Weakly Supervised Sound Event Detection with Causal Intervention. ICASSP (2023)
Wen Wang, Dongchao Yang, Qichen Ye, Bowen Cao, Yuexian Zou
NADiffuSE: Noise-aware Diffusion-based Model for Speech Enhancement. CoRR (2023)
Qichen Ye, Bowen Cao, Nuo Chen, Weiyuan Xu, Yuexian Zou
FiTs: Fine-Grained Two-Stage Training for Knowledge-Aware Question Answering. AAAI (2023)
Xuxin Cheng, Zhihong Zhu, Hongxiang Li, Yaowei Li, Yuexian Zou
SSVMR: Saliency-based Self-training for Video-Music Retrieval. CoRR (2023)
Xuxin Cheng, Zhihong Zhu, Ziyu Yao, Hongxiang Li, Yaowei Li, Yuexian Zou
GhostT5: Generate More Features with Cheap Operations to Improve Textless Spoken Question Answering. INTERSPEECH (2023)
Yongkang Yin, Xu Li, Ying Shan, Yuexian Zou
AFL-Net: Integrating Audio, Facial, and Lip Modalities with Cross-Attention for Robust Speaker Diarization in the Wild. CoRR (2023)
Yaowei Li, Bang Yang, Xuxin Cheng, Zhihong Zhu, Hongxiang Li, Yuexian Zou
Unify, Align and Refine: Multi-Level Semantic Alignment for Radiology Report Generation. CoRR (2023)
Xuxin Cheng, Wanshi Xu, Ziyu Yao, Zhihong Zhu, Yaowei Li, Hongxiang Li, Yuexian Zou
FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding. INTERSPEECH (2023)
Xuxin Cheng, Bowen Cao, Qichen Ye, Zhihong Zhu, Hongxiang Li, Yuexian Zou
ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding. CoRR (2023)
Dongchao Yang, Songxiang Liu, Helin Wang, Jianwei Yu, Chao Weng, Yuexian Zou
NoreSpeech: Knowledge Distillation based Conditional Diffusion Model for Noise-robust Expressive TTS. INTERSPEECH (2023)
Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Dongsheng Chen, Yuexian Zou
Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence. EMNLP (2023)
Yifei Xin, Yuexian Zou
Improving Audio-Text Retrieval via Hierarchical Cross-Modal Interaction and Auxiliary Captions. CoRR (2023)
Jinchuan Tian, Jianwei Yu, Chao Weng, Yuexian Zou, Dong Yu
Integrating Lattice-Free MMI Into End-to-End Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Hao An, Dongsheng Chen, Weiyuan Xu, Zhihong Zhu, Yuexian Zou
TLAG: An Informative Trigger and Label-Aware Knowledge Guided Model for Dialogue-based Relation Extraction. CoRR (2023)
Xuxin Cheng, Qianqian Dong, Fengpeng Yue, Tom Ko, Mingxuan Wang, Yuexian Zou
ST: Mix at Three Levels for Speech Translation. ICASSP (2023)
Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Dongsheng Chen, Yuexian Zou
Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations. ACL (Findings) (2023)
Bang Yang, Fenglin Liu, Zheng Li, Qingyu Yin, Chenyu You, Bing Yin, Yuexian Zou
Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels. ACL (Findings) (2023)
Jiang Ji, Meng Cao, Tengtao Song, Long Chen, Yi Wang, Yuexian Zou
Video Referring Expression Comprehension via Transformer with Content-conditioned Query. MMIR@MM (2023)
Ziyu Yao, Xuxin Cheng, Yuexian Zou
PoseRAC: Pose Saliency Transformer for Repetitive Action Counting. CoRR (2023)
Qichen Ye, Bowen Cao, Nuo Chen, Weiyuan Xu, Yuexian Zou
FiTs: Fine-grained Two-stage Training for Knowledge-aware Question Answering. CoRR (2023)
Dongchao Yang, Songxiang Liu, Rongjie Huang, Jinchuan Tian, Chao Weng, Yuexian Zou
HiFi-Codec: Group-residual Vector quantization for High Fidelity Audio Codec. CoRR (2023)
Tengtao Song, Nuo Chen, Ji Jiang, Zhihong Zhu, Yuexian Zou
Improving Retrieval-Based Dialogue System Via Syntax-Informed Attention. ICASSP (2023)
Xuxin Cheng, Zhihong Zhu, Hongxiang Li, Yaowei Li, Yuexian Zou
SSVMR: Saliency-Based Self-Training for Video-Music Retrieval. ICASSP (2023)
Hongxiang Li, Meng Cao, Xuxin Cheng, Zhihong Zhu, Yaowei Li, Yuexian Zou
Generating Templated Caption for Video Grounding. CoRR (2023)
Dongchao Yang, Jianwei Yu, Helin Wang, Wen Wang, Chao Weng, Yuexian Zou, Dong Yu
Diffsound: Discrete Diffusion Model for Text-to-Sound Generation. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Xuxin Cheng, Bowen Cao, Qichen Ye, Zhihong Zhu, Hongxiang Li, Yuexian Zou
ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding. ACL (Findings) (2023)
Hao An, Dongsheng Chen, Weiyuan Xu, Zhihong Zhu, Yuexian Zou
TLAG: An Informative Trigger and Label-Aware Knowledge Guided Model for Dialogue-based Relation Extraction. CSCWD (2023)
Yifei Xin, Dongchao Yang, Yuexian Zou
Improving Text-Audio Retrieval by Text-Aware Attention Pooling and Prior Matrix Revised Loss. ICASSP (2023)
Xuxin Cheng, Zhihong Zhu, Wanshi Xu, Yaowei Li, Hongxiang Li, Yuexian Zou
Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation. EMNLP (Findings) (2023)
Hongxiang Li, Meng Cao, Xuxin Cheng, Yaowei Li, Zhihong Zhu, Yuexian Zou
G2L: Semantically Aligned and Uniform Video Grounding via Geodesic and Game Theory. ICCV (2023)
Bowen Cao, Qichen Ye, Weiyuan Xu, Yuexian Zou
FTM: A Frame-Level Timeline Modeling Method for Temporal Graph Representation Learning. AAAI (2023)
Bang Yang, Fenglin Liu, Xian Wu, Yaowei Wang, Xu Sun, Yuexian Zou
MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning. CoRR (2023)
Bowen Cao, Qichen Ye, Weiyuan Xu, Yuexian Zou
FTM: A Frame-level Timeline Modeling Method for Temporal Graph Representation Learning. CoRR (2023)
Bang Yang, Fenglin Liu, Xian Wu, Yaowei Wang, Xu Sun, Yuexian Zou
MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning. ACL (1) (2023)
Yifei Xin, Dongchao Yang, Fan Cui, Yujun Wang, Yuexian Zou
Improving Weakly Supervised Sound Event Detection with Causal Intervention. CoRR (2023)
Bang Yang, Meng Cao, Yuexian Zou
Concept-Aware Video Captioning: Describing Videos With Effective Prior Information. IEEE Trans. Image Process. 32 (2023)
Xuxin Cheng, Wanshi Xu, Zhihong Zhu, Hongxiang Li, Yuexian Zou
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning. CIKM (2023)
Yifei Xin, Yuexian Zou
Improving Audio-Text Retrieval via Hierarchical Cross-Modal Interaction and Auxiliary Captions. INTERSPEECH (2023)
Zhihong Zhu, Xuxin Cheng, Dongsheng Chen, Zhiqi Huang, Hongxiang Li, Yuexian Zou
Mix before Align: Towards Zero-shot Cross-lingual Sentiment Analysis via Soft-Mix and Multi-View Learning. INTERSPEECH (2023)
Bang Yang, Asif Raza, Yuexian Zou, Tong Zhang
Customizing General-Purpose Foundation Models for Medical Report Generation. CoRR (2023)
Bang Yang, Fenglin Liu, Zheng Li, Qingyu Yin, Chenyu You, Bing Yin, Yuexian Zou
Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels. CoRR (2023)
Meng Cao, Fangyun Wei, Can Xu, Xiubo Geng, Long Chen, Can Zhang, Yuexian Zou, Tao Shen, Daxin Jiang
Iterative Proposal Refinement for Weakly-Supervised Video Grounding. CVPR (2023)
Bang Yang, Fenglin Liu, Yuexian Zou, Xian Wu, Yaowei Wang, David A. Clifton
ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation. CoRR (2023)
Yifei Xin, Dongchao Yang, Yuexian Zou
Background-aware Modeling for Weakly Supervised Sound Event Detection. INTERSPEECH (2023)
Yifei Xin, Dongchao Yang, Yuexian Zou
Improving Text-Audio Retrieval by Text-aware Attention Pooling and Prior Matrix Revised Loss. CoRR (2023)
Meng Cao, Tianyu Yang, Junwu Weng, Can Zhang, Jue Wang, Yuexian Zou
LocVTP: Video-Text Pre-training for Temporal Localization. ECCV (26) (2022)
Jinchuan Tian, Jianwei Yu, Chunlei Zhang, Chao Weng, Yuexian Zou, Dong Yu
LAE: Language-Aware Encoder for Monolingual and Multilingual ASR. CoRR (2022)
Yifei Xin, Dongchao Yang, Yuexian Zou
Audio Pyramid Transformer with Domain Adaption for Weakly Supervised Sound Event Detection and Audio Classification. INTERSPEECH (2022)
Fenglin Liu, Xian Wu, Chenyu You, Shen Ge, Yuexian Zou, Xu Sun
Aligning Source Visual and Target Language Domains for Unpaired Video Captioning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Meng Cao, Tianyu Yang, Junwu Weng, Can Zhang, Jue Wang, Yuexian Zou
LocVTP: Video-Text Pre-training for Temporal Localization. CoRR (2022)
Helin Wang, Dongchao Yang, Chao Weng, Jianwei Yu, Yuexian Zou
Improving Target Sound Extraction with Timestamp Information. CoRR (2022)
Ji Jiang, Meng Cao, Tengtao Song, Yuexian Zou
Video Referring Expression Comprehension via Transformer with Content-aware Query. CoRR (2022)
Shanhao Li, Bang Yang, Yuexian Zou
Adaptive Curriculum Learning for Video Captioning. IEEE Access 10 (2022)
Xinmeng Xu, Rongzhi Gu, Yuexian Zou
Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention. CoRR (2022)
Dongchao Yang, Songxiang Liu, Jianwei Yu, Helin Wang, Chao Weng, Yuexian Zou
NoreSpeech: Knowledge Distillation based Conditional Diffusion Model for Noise-robust Expressive TTS. CoRR (2022)
Zifeng Zhao, Rongzhi Gu, Dongchao Yang, Jinchuan Tian, Yuexian Zou
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction. INTERSPEECH (2022)
Puzhao Ji, Bang Yang, Tong Zhang, Yuexian Zou
Consensus-Guided Keyword Targeting for Video Captioning. PRCV (3) (2022)
Zhihong Zhu, Weiyuan Xu, Xuxin Cheng, Tengtao Song, Yuexian Zou
A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language Understanding. CoRR (2022)
Dongchao Yang, Helin Wang, Zhongjie Ye, Yuexian Zou, Wenwu Wang
RaDur: A Reference-aware and Duration-robust Network for Target Sound Detection. INTERSPEECH (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yuexian Zou