A robust M-estimate adaptive filter for impulse noise suppression. - Yuexian Zou; S. C. Chan 001; Tung-Sang Ng (ICASSP, 1999)

Transform domain adaptive Volterra filter algorithm based on constrained optimization. - Yuexian Zou; Shing-Chow Chan; Tung-Sang Ng (ISCAS (3), 1999)

Fast least mean M-estimate algorithms for robust adaptive filtering in impulse noise. - Yuexian Zou; Shing-Chow Chan; Tung-Sang Ng (EUSIPCO, 2000)

A recursive least M-estimate (RLM) adaptive filter for robust filtering in impulse noise. - Yuexian Zou; S. C. Chan 001; Tung-Sang Ng (IEEE Signal Process. Lett., 2000)

A Huber recursive least squares adaptive lattice filter for impulse noise suppression. - Yuexian Zou; Shing-Chow Chan (ICASSP, 2001)

A robust quasi-Newton adaptive filtering algorithm for impulse noise suppression. - Yuexian Zou; Shing-Chow Chan (ISCAS (2), 2001)

A recursive least M-estimate algorithm for robust adaptive filtering in impulsive noise: fast algorithm and convergence performance analysis. - Shing-Chow Chan; Yuexian Zou (IEEE Trans. Signal Process., 2004)

A piloted adaptive notch filter. - Yong Ching Lim; Yuexian Zou; N. Zheng (IEEE Trans. Signal Process., 2005)

PCA/ICA-based SVM for fall recognition using MEMS motion sensing data. - Guangyi Shi; Yuexian Zou; Yufeng Jin; Wen Jung Li (APCCAS, 2008)

Recursive robust variable loading mvdr beamforming in impulsive noise environment. - Yuexian Zou; Shing-Chow Chan; Wan Bo; Zhao Jing (APCCAS, 2008)

Towards HMM based human motion recognition using MEMS inertial sensors. - Guangyi Shi; Yuexian Zou; Yufeng Jin; Xiaole Cui; Wen Jung Li (ROBIO, 2008)

Video Image Vehicle Detection System for Signaled Traffic Intersection. - Yiyan Wang; Yuexian Zou; Hang Shi; He Zhao (HIS (1), 2009)

Image Sequences Based Traffic Incident Detection for Signaled Intersections Using HMM. - Yuexian Zou; Guangyi Shi; Hang Shi; Yiyan Wang (HIS (1), 2009)

Multi-category human motion recognition based on MEMS inertial sensing data. - Guangyi Shi; Yuexian Zou; Yufeng Jin; Yali Zheng; Wen Jung Li (NEMS, 2009)

Extraocular image processing for retinal prosthesis based on DSP. - Yuexian Zou; Guangyi Shi; Yufeng Jin; Yali Zheng (NEMS, 2009)

Signal modulation schemes comparison in the telemetry unit for retinal prosthesis system. - Yuexian Zou; Yali Zheng; Yufeng Jin; Guangyi Shi (NEMS, 2009)

Detection of hands-raising gestures using shape and edge features. - Hong Liu 008; Xiaodong Duan; Yuexian Zou; Dengke Gao (ROBIO, 2009)

A Slope K method for image based localization. - Hong Liu 008; Haitao Yu; Yuexian Zou; Zhenhua Huo (ROBIO, 2009)

Robust human tracking based on multi-cue integration and mean-shift. - Hong Liu 008; Ze Yu; Hongbin Zha; Yuexian Zou; Lin Zhang (Pattern Recognit. Lett., 2009)

Time-Interleaved Analog-to-Digital-Converter Compensation Using Multichannel Filters. - Yong Ching Lim; Yuexian Zou; Jun Wei Lee; Shing-Chow Chan (IEEE Trans. Circuits Syst. I Regul. Pap., 2009)

Reply to "Comments on 'A Recursive Least M-Estimate Algorithm for Robust Adaptive Filtering in Impulsive Noise: Fast Algorithm and Convergence Performance Analysis'". - Shing-Chow Chan; Yuexian Zou; Yi Zhou 014 (IEEE Trans. Signal Process., 2009)

A moving vehicle segmentation method based on clustering of feature points for tracking at urban intersection. - Yuexian Zou; He Zhao; Hang Shi; Yiyan Wang (APCCAS, 2010)

A stimulus pattern extraction algorithm based on saliency map for a 625-channel retinal prosthesis system. - Yuexian Zou; Yili Chen; Yali Zheng (EUSIPCO, 2010)

Comparison of Spearman's rho and Kendall's tau in Normal and Contaminated Normal Models - Weichao Xu; Yunhe Hou; Y. S. Hung; Yuexian Zou (CoRR, 2010)

An efficient blind timing skews estimation for time-interleaved analog-to-digital converters. - Yuexian Zou; Bo Li; Xiao Chen (DSP, 2011)

Traffic incident classification at intersections based on image sequences by HMM/SVM classifiers. - Yuexian Zou; Guangyi Shi; Hang Shi; He Zhao (Multim. Tools Appl., 2011)

Timing Mismatch Compensation in Time-Interleaved ADCs Based on Multichannel Lagrange Polynomial Interpolation. - Yuexian Zou; Shang Liang Zhang; Yong Ching Lim; Xiao Chen (IEEE Trans. Instrum. Meas., 2011)

A novel EMD-based Common Spatial Pattern for motor imagery brain-computer interface. - Wei He; Pengfei Wei; Liping Wang 014; Yuexian Zou (BHI, 2012)

An advanced WCE video summary using relation matrix rank. - Jia Sen Huo; Yuexian Zou; Lei Li (BHI, 2012)

A Novel Multiple Sparse Source Localization Using Triangular Pyramid Microphone Array. - Mengqi Ren; Yuexian Zou (IEEE Signal Process. Lett., 2012)

Wireless capsule endoscopy images enhancement based on adaptive anisotropic diffusion. - Lei Li; Yuexian Zou; Yi Li (ChinaSIP, 2013)

Urban vehicle classification based on linear SVM with efficient vector sparse coding. - Tao Ma; Yuexian Zou; Qing Ding (ICIA, 2013)

A comparative analysis of Spearman's rho and Kendall's tau in normal and contaminated normal models. - Weichao Xu; Yunhe Hou; Y. S. Hung; Yuexian Zou (Signal Process., 2013)

Wireless capsule endoscopy image classification based on vector sparse coding. - Tao Ma; Yuexian Zou; Zhiqiang Xiang; Lei Li; Yi Li (ChinaSIP, 2014)

Long-term auto-correlation statistics based voice activity detection for strong noisy speech. - Wei Shi; Yuexian Zou; Yi Liu (ChinaSIP, 2014)

A kernel-based l2 norm regularized least square algorithm for vehicle logo recognition. - Weiyang Liu; Yandong Wen; Kai Pan; Hui Li 022; Yuexian Zou (DSP, 2014)

A novel kernel collaborative representation approach for image classification. - Weiyang Liu; Lijia Lu; Hui Li 022; Wei Wang; Yuexian Zou (ICIP, 2014)

A Robust Acoustic Feature Extraction Approach Based on Stacked Denoising Autoencoder. - Junhong Liu; Weiqiao Zheng; Yuexian Zou (BigMM, 2015)

Integrating Visual and Textual Features for Web Image Clustering. - D. S. Xia; Zhi-Qiang Xiang; Yuexian Zou (BigMM, 2015)

Nonnegative matrix factorization based noise robust speaker verification. - Shihan Liu; Yuexian Zou; Hongke Ning (ChinaSIP, 2015)

A parametric modeling approach for wireless capsule endoscopy hazy image restoration. - Yi Wang 033; Cheng Cai; Ji Liu; Yuexian Zou (ICASSP, 2015)

An adaptive redundant image elimination for Wireless Capsule Endoscopy review based on temporal correlation and color-texture feature similarity. - J. Chen; Y. Wang; Yuexian Zou (DSP, 2015)

Two stages signal strength difference localization algorithm using SDP relaxation. - Xiansheng Guo; Lei Chu; Yiming Pi; Yuexian Zou (DSP, 2015)

Single image super-resolution via adaptive dictionary pair learning for wireless capsule endoscopy image. - Yi Wang 033; Cheng Cai; Yuexian Zou (DSP, 2015)

Classifying digestive organs in wireless capsule endoscopy images based on deep convolutional neural network. - Yuexian Zou; Lei Li; Yi Wang 033; Jiasheng Yu; Yi Li; W. J. Deng (DSP, 2015)

Multi-kernel collaborative representation for image classification. - Weiyang Liu; Zhiding Yu; Yandong Wen; Meng Yang 001; Yuexian Zou (ICIP, 2015)

Joint kernel dictionary and classifier learning for sparse coding via locality preserving K-SVD. - Weiyang Liu; Zhiding Yu; Meng Yang 001; Lijia Lu; Yuexian Zou (ICME, 2015)

A hybrid convolutional neural networks with extreme learning machine for WCE image classification. - Jiasheng Yu; Jin Chen; Z. Q. Xiang; Yuexian Zou (ROBIO, 2015)

KCRC-LCD: Discriminative kernel collaborative representation with locality constrained dictionary for visual categorization. - Weiyang Liu; Zhiding Yu; Lijia Lu; Yandong Wen; Hui Li 022; Yuexian Zou (Pattern Recognit., 2015)

An Efficient Learning Based Smartphone Playback Attack Detection Using GMM Supervector. - Chun Wang; Yuexian Zou; Shihan Liu; Wei Shi; Weiqiao Zheng (BigMM, 2016)

An Effective and Robust Multi-view Vehicle Classification Method Based on Local and Structural Features. - Zhi-Qiang Xiang; X. L. Huang; Yuexian Zou (BigMM, 2016)

Accurate and robust device-free localization approach via sparse representation in presence of noise and outliers. - Disong Wang; Xiansheng Guo; Yuexian Zou (DSP, 2016)

A robust DBN-vector based speaker verification system under channel mismatch conditions. - Disong Wang; Yuexian Zou; Junhong Liu; Yichi Huang (DSP, 2016)

Fast visual object counting via example-based density estimation. - Yi Wang 033; Yuexian Zou (ICIP, 2016)

Cost-sensitive sparse linear regression for crowd counting with imbalanced training data. - Xiaolin Huang; Yuexian Zou; Yi Wang 033 (ICME, 2016)

Example-based visual object counting with a sparsity constraint. - Yi Wang 033; Yuexian Zou; Jin Chen; Xiaolin Huang; Cheng Cai (ICME, 2016)

Wireless capsule endoscopy video summarization: A learning approach based on Siamese neural network and support vector machine. - Jin Chen; Yuexian Zou; Yi Wang 033 (ICPR, 2016)

An effective voiceprint based identity authentication system for Mandarin smartphone users. - Junhong Liu; Yuexian Zou; Yichi Huang (ICPR, 2016)

Investigating the Stacked Phonetic Bottleneck Feature for Speaker Verification with Short Voice Commands. - Yichi Huang; Yuexian Zou; Yi Liu (ACPR, 2017)

Speech emotion recognition via ensembling neural networks. - Danqing Luo; Yuexian Zou; Dongyan Huang (APSIPA, 2017)

Learning a robust DOA estimation model with acoustic vector sensor cues. - Yuexian Zou; Rongzhi Gu; Disong Wang; Aimin Jiang; Christian H. Ritz (APSIPA, 2017)

Investigating multi-task learning for automatic speech recognition with code-switching between mandarin and english. - Xiao Song; Yuexian Zou; Shilei Huang; Shaobin Chen; Yi Liu 056 (IALP, 2017)

Multi-document news summarization via paragraph embedding and density peak clustering. - Baoyan Wang; Jian Zhang 061; Fanggui Ding; Yuexian Zou (IALP, 2017)

Example-based Visual Object Counting for complex background with a local low-rank constraint. - X. L. Huang; Yuexian Zou; Y. Wang (ICASSP, 2017)

Robust speaker DOA estimation based on the inter-sensor data ratio model and binary mask estimation in the bispectrum domain. - Yanhan Jin; Yuexian Zou; Christian H. Ritz (ICASSP, 2017)

Sequence-guided siamese neural network for video summarization of unmanned aerial vehicles. - Jin Chen; Yi Wang 033; Zehan Chen; Yuexian Zou (DSP, 2017)

Enhancing speaker verification with short voice commands via autoencoder and phonetic bottleneck learning. - Yichi Huang; Yuexian Zou (DSP, 2017)

A deep convolutional encoder-decoder model for robust speech dereverberation. - Disong Wang; Yuexian Zou; Wei Shi (DSP, 2017)

Dilated convolution neural network with LeakyReLU for environmental sound classification. - Xiaohu Zhang; Yuexian Zou; Wei Shi (DSP, 2017)

Accurate small object detection via density map aided saliency estimation. - X. Q. Zhou; Yuexian Zou; Y. Wang (ICIP, 2017)

Data-Driven Phone Selection for Language Identification via Bidirectional Long Short-Term Memory Modeling. - Xiao Song; Qiang Cheng; Jingping Xing; Yuexian Zou (ISICA (1), 2017)

A Multi-task Learning Approach for Mandarin-English Code-Switching Conversational Speech Recognition. - Xiao Song; Yi Liu; Daming Yang; Yuexian Zou (ISICA (1), 2017)

Multi-document Summarization via LDA and Density Peaks Based Sentence-Level Clustering. - Baoyan Wang; Yuexian Zou; Jian Zhang; Jun Jiang; Yi Liu (ISICA (1), 2017)

Density peaks clustering based integrate framework for multi-document summarization. - Baoyan Wang; Jian Zhang 061; Yi Liu; Yuexian Zou (CAAI Trans. Intell. Technol., 2017)

Economic Index Forecasting via Multi-scale Recursive Dynamic Factor Analysis. - Haoyi Yuan; Yang Yuan; H. C. Wu 001; Yuexian Zou (AIMS, 2018)

AICDS: An Infant Crying Detection System Based on Lightweight Convolutional Neural Network. - Xiaohu Zhang; Yuexian Zou; Yi Liu (AIMS, 2018)

Inverse Atmoshperic Scattering Modeling with Convolutional Neural Networks for Single Image Dehazing. - Zehan Chen; Yi Wang 033; Yuexian Zou (ICASSP, 2018)

Multi-Scale Object Detection with Feature Fusion and Region Objectness Network. - Wenjie Guan; Yuexian Zou; Xiaoqun Zhou (ICASSP, 2018)

Hierarchical Feature Fusion With Text Attention For Multi-scale Text Detection. - Chao Liu; Yuexian Zou; Wenjie Guan (DSP, 2018)

DCH-Net: Densely Connected Highway Convolution Neural Network for Environmental Sound Classification. - Xiaohu Zhang; Yuexian Zou (DSP, 2018)

LD-CNN: A Lightweight Dilated Convolutional Neural Network for Environmental Sound Classification. - Xiaohu Zhang; Yuexian Zou; Wenwu Wang 001 (ICPR, 2018)

Investigation on Joint Representation Learning for Robust Feature Extraction in Speech Emotion Recognition. - Danqing Luo; Yuexian Zou; Dongyan Huang (INTERSPEECH, 2018)

Joint Noise and Reverberation Adaptive Learning for Robust Speaker DOA Estimation with an Acoustic Vector Sensor. - Disong Wang; Yuexian Zou (INTERSPEECH, 2018)

Learning soft mask with DNN and DNN-SVM for multi-speaker DOA estimation using an acoustic vector sensor. - Disong Wang; Yuexian Zou; Wenwu Wang 001 (J. Frankl. Inst., 2018)

Manifold-Based Visual Object Counting. - Yi Wang 033; Yuexian Zou; Wenwu Wang 001 (IEEE Trans. Image Process., 2018)

Speech Emotion Recognition using Spectral Normalized CycleGAN. - Wan Ding; Dong-Yan Huang; Danqing Luo; Yuexian Zou (ACII Workshops, 2019)

What Affects the Performance of Convolutional Neural Networks for Audio Event Classification. - Helin Wang; Dading Chong; Dongyan Huang; Yuexian Zou (ACII Workshops, 2019)

Alleviate Cross-chunk Permutation through Chunk-level Speaker Embedding for Blind Speech Separation. - Rongzhi Gu; Junyi Peng; Yuexian Zou; Dong Yu 001 (APSIPA, 2019)

Teacher-Student BLSTM Mask Model for Robust Acoustic Beamforming. - Zhaoyi Liu; Yuexian Zou (APSIPA, 2019)

Speaker-discriminative Embedding Learning via Affinity Matrix for Short Utterance Speaker Verification. - Junyi Peng; Rongzhi Gu; Yuexian Zou; Wenwu Wang 001 (APSIPA, 2019)

Logistic Similarity Metric Learning via Affinity Matrix for Text-Independent Speaker Verification. - Junyi Peng; Rongzhi Gu; Yuexian Zou (ASRU, 2019)

Syllable-Dependent Discriminative Learning for Small Footprint Text-Dependent Speaker Verification. - Junyi Peng; Yuexian Zou; Na Li 012; Deyi Tuo; Dan Su 002; Meng Yu 003; Chunlei Zhang; Dong Yu 001 (ASRU, 2019)

Discriminative Feature Learning Using Two-Stage Training Strategy for Facial Expression Recognition. - Lei Gan; Yuexian Zou; Can Zhang 001 (ICANN (3), 2019)

Discriminative Feature Learning for Speech Emotion Recognition. - Yuying Zhang; Yuexian Zou; Junyi Peng; Danqing Luo; Dongyan Huang (ICANN (4), 2019)

Selecting Optimal Proposal Number for Image-based Object Detection. - Wenjie Guan; Xiaoqun Zhou; Ge Li; Yuexian Zou (ICASSP, 2019)

Labelled Non-zero Particle Flow for SMC-PHD Filtering. - Yang Liu 175; Qinghua Hu; Yuexian Zou; Wenwu Wang 001 (ICASSP, 2019)

Semantic Super-resolution for Extremely Low-resolution Vehicle License Plate. - Yuexian Zou; Yi Wang 033; Wenjie Guan; Wenwu Wang 001 (ICASSP, 2019)

Exploring Semantic Relationships for Image Captioning without Parallel Data. - Fenglin Liu; Meng Gao; Tianhao Zhang; Yuexian Zou (ICDM, 2019)

Cascade Region Proposal Networks for Object Detection in the Wild. - Dongming Yang; Yuexian Zou (ICME, 2019)

Neural Spatial Filter: Target Speaker Speech Separation Assisted with Directional Information. - Rongzhi Gu; Lianwu Chen; Shi-Xiong Zhang 001; Jimeng Zheng; Yong Xu 004; Meng Yu 003; Dan Su 002; Yuexian Zou; Dong Yu 001 (INTERSPEECH, 2019)

PAN: Persistent Appearance Network with an Efficient Motion Cue for Fast Action Recognition. - Can Zhang 001; Yuexian Zou; Guang Chen; Lei Gan (ACM Multimedia, 2019)

IKDMM: Iterative Knowledge Distillation Mask Model for Robust Acoustic Beamforming. - Zhaoyi Liu; Yuexian Zou (MMAsia, 2019)

STMP: Spatial Temporal Multi-level Proposal Network for Activity Detection. - Guang Chen; Yuexian Zou; Can Zhang 001 (MMM (1), 2019)

Multi-channel Convolutional Neural Networks with Multi-level Feature Fusion for Environmental Sound Classification. - Dading Chong; Yuexian Zou; Wenwu Wang 001 (MMM (2), 2019)

Enhancing Scene Text Detection via Fused Semantic Segmentation Network with Attention. - Chao Liu; Yuexian Zou; Dongming Yang (MMM (1), 2019)

Using Coarse Label Constraint for Fine-Grained Visual Classification. - Chaohao Lu; Yuexian Zou (MMM (2), 2019)

Hierarchical Temporal Pooling for Efficient Online Action Recognition. - Can Zhang 001; Yuexian Zou; Guang Chen (MMM (1), 2019)

Using Dependency Information to Enhance Attention Mechanism for Aspect-Based Sentiment Analysis. - Luwen Pu; Yuexian Zou; Jian Zhang 061; Shilei Huang; Lin Yao (NLPCC (1), 2019)

Scale-Informed Density Estimation for Dense Crowd Counting. - Zirui Li; Yuexian Zou; Guoshuai Wang; Jian Zhang 002 (VCIP, 2019)

GISCA: Gradient-Inductive Segmentation Network With Contextual Attention for Scene Text Detection. - Meng Cao 002; Yuexian Zou; Dongming Yang; Chao Liu 001 (IEEE Access, 2019)

End-to-End Multi-Channel Speech Separation. - Rongzhi Gu; Jian Wu 027; Shi-Xiong Zhang 001; Lianwu Chen; Yong Xu 004; Meng Yu 003; Dan Su 002; Yuexian Zou; Dong Yu 001 (CoRR, 2019)

Non-Autoregressive Video Captioning with Iterative Refinement. - Bang Yang; Fenglin Liu; Yuexian Zou (CoRR, 2019)

Learning discriminative and robust time-frequency representations for environmental sound classification. - Helin Wang; Yuexian Zou; Dading Chong; Wenwu Wang 001 (CoRR, 2019)

C-RPNs: Promoting object detection in real world via a cascade structure of Region Proposal Networks. - Dongming Yang; Yuexian Zou; Jian Zhang 002; Ge Li 002 (Neurocomputing, 2019)

Improved Blind Timing Skew Estimation Based on Spectrum Sparsity and ApFFT in Time-Interleaved ADCs. - Sujuan Liu; Ning Lyu; Jiashuai Cui; Yuexian Zou (IEEE Trans. Instrum. Meas., 2019)

Federated Learning for Vision-and-Language Grounding Problems. - Fenglin Liu; Xian Wu 001; Shen Ge; Wei Fan 001; Yuexian Zou (AAAI, 2020)

Context-adaptive Gaussian Attention for Text-independent Speaker Verification. - Junyi Peng; Rongzhi Gu; Haoran Zhang; Yuexian Zou (APSIPA, 2020)

Federated Learning for Spoken Language Understanding. - Zhiqi Huang 001; Fenglin Liu; Yuexian Zou (COLING, 2020)

Rethinking Skip Connection with Layer Normalization. - Fenglin Liu; Xuancheng Ren; Zhiyuan Zhang 001; Xu Sun 001; Yuexian Zou (COLING, 2020)

Acoustic Scene Classification with Spectrogram Processing Strategies. - Helin Wang; Yuexian Zou; DaDing Chong (DCASE, 2020)

All You Need is a Second Look: Towards Tighter Arbitrary Shape Text Detection. - Meng Cao 002; Yuexian Zou (ICASSP, 2020)

Enhancing End-to-End Multi-Channel Speech Separation Via Spatial Feature Learning. - Rongzhi Gu; Shi-Xiong Zhang 001; Lianwu Chen; Yong Xu 004; Meng Yu 003; Dan Su 002; Yuexian Zou; Dong Yu 001 (ICASSP, 2020)

Weakly Labelled Audio Tagging Via Convolutional Networks with Spatial and Channel-Wise Attention. - Sixin Hong; Yuexian Zou; Wenwu Wang 001; Meng Cao 002 (ICASSP, 2020)

Semanticgan: Generative Adversarial Networks For Semantic Image To Photo-Realistic Image Translation. - Junling Liu; Yuexian Zou; Dongming Yang (ICASSP, 2020)

ABC-NET: Avoiding Blocking Effect & Color Shift Network for Single Image Dehazing Via Restraining Transmission Bias. - Cong Wang; Yuexian Zou; Zehan Chen (ICIP, 2020)

Visual Oriented Encoder: Integrating Multimodal and Multi-Scale Contexts for Video Captioning. - Bang Yang; Yuexian Zou (ICPR, 2020)

PIN: A Novel Parallel Interactive Network for Spoken Language Understanding. - Peilin Zhou; Zhiqi Huang 001; Fenglin Liu; Yuexian Zou (ICPR, 2020)

A Graph-based Interactive Reasoning for Human-Object Interaction Detection. - Dongming Yang; Yuexian Zou (IJCAI, 2020)

Gated Multi-Head Attention Pooling for Weakly Labelled Audio Tagging. - Sixin Hong; Yuexian Zou; Wenwu Wang 001 (INTERSPEECH, 2020)

Deep Speaker Embedding with Long Short Term Centroid Learning for Text-Independent Speaker Verification. - Junyi Peng; Rongzhi Gu; Yuexian Zou (INTERSPEECH, 2020)

Environmental Sound Classification with Parallel Temporal-Spectral Attention. - Helin Wang; Yuexian Zou; Dading Chong; Wenwu Wang 001 (INTERSPEECH, 2020)

Bridging the Gap between Vision and Language Domains for Improved Image Captioning. - Fenglin Liu; Xian Wu 001; Shen Ge; Xiaoyu Zhang; Wei Fan 001; Yuexian Zou (ACM Multimedia, 2020)

Cluster Attention Contrast for Video Anomaly Detection. - Ziming Wang; Yuexian Zou; Zeming Zhang (ACM Multimedia, 2020)

Prophet Attention: Predicting Attention with Future Attention. - Fenglin Liu; Xuancheng Ren; Xian Wu 001; Shen Ge; Wei Fan 001; Yuexian Zou; Xu Sun 001 (NeurIPS, 2020)

Temporal-Spatial Neural Filter: Direction Informed End-to-End Multi-channel Target Speech Separation. - Rongzhi Gu; Yuexian Zou (CoRR, 2020)

PAN: Towards Fast Action Recognition via Learning Persistence of Appearance. - Can Zhang 001; Yuexian Zou; Guang Chen; Lei Gan (CoRR, 2020)

Towards Data Distillation for End-to-end Spoken Conversational Question Answering. - Chenyu You; Nuo Chen 001; Fenglin Liu; Dongchao Yang; Yuexian Zou (CoRR, 2020)

Multi-Modal Multi-Channel Target Speech Separation. - Rongzhi Gu; Shi-Xiong Zhang 001; Yong Xu 004; Lianwu Chen; Yuexian Zou; Dong Yu 001 (IEEE J. Sel. Top. Signal Process., 2020)

Modeling Label Dependencies for Audio Tagging With Graph Convolutional Network. - Helin Wang; Yuexian Zou; Dading Chong; Wenwu Wang 001 (IEEE Signal Process. Lett., 2020)

Audio-Oriented Multimodal Machine Comprehension via Dynamic Inter- and Intra-modality Attention. - Zhiqi Huang 001; Fenglin Liu; Xian Wu 001; Shen Ge; Helin Wang; Wei Fan 001; Yuexian Zou (AAAI, 2021)

Non-Autoregressive Coarse-to-Fine Video Captioning. - Bang Yang; Yuexian Zou; Fenglin Liu; Can Zhang 001 (AAAI, 2021)

Exploring and Distilling Posterior and Prior Knowledge for Radiology Report Generation. - Fenglin Liu; Xian Wu 001; Shen Ge; Wei Fan 001; Yuexian Zou (CVPR, 2021)

CoLA: Weakly-Supervised Temporal Action Localization With Snippet Contrastive Learning. - Can Zhang 001; Meng Cao 002; Dongming Yang; Jie Chen 001; Yuexian Zou (CVPR, 2021)

Improving the Performance of Automated Audio Captioning via Integrating the Acoustic and Semantic Information. - Zhongjie Ye; Helin Wang; Dongchao Yang; Yuexian Zou (DCASE, 2021)

On Pursuit of Designing Multi-modal Transformer for Video Grounding. - Meng Cao 002; Long Chen 016; Mike Zheng Shou; Can Zhang 001; Yuexian Zou (EMNLP (1), 2021)

Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering. - Chenyu You; Nuo Chen 001; Yuexian Zou (EMNLP (Findings), 2021)

Adaptive Bi-Directional Attention: Exploring Multi-Granularity Representations for Machine Reading Comprehension. - Nuo Chen 001; Fenglin Liu; Chenyu You; Peilin Zhou; Yuexian Zou (ICASSP, 2021)

Sentiment Injected Iteratively Co-Interactive Network for Spoken Language Understanding. - Zhiqi Huang 001; Fenglin Liu; Peilin Zhou; Yuexian Zou (ICASSP, 2021)

SRF-Net: Selective Receptive Field Network for Anchor-Free Temporal Action Detection. - Ranyu Ning; Can Zhang 001; Yuexian Zou (ICASSP, 2021)

FWB-Net: Front White Balance Network for Color Shift Correction in Single Image Dehazing Via Atmospheric Light Estimation. - Cong Wang; Yan Huang; Yuexian Zou; Yong Xu (ICASSP, 2021)

A Global-Local Attention Framework for Weakly Labelled Audio Tagging. - Helin Wang; Yuexian Zou; Wenwu Wang 001 (ICASSP, 2021)

Long-Short Temporal Modeling for Efficient Action Recognition. - Liyu Wu; Yuexian Zou; Can Zhang 001 (ICASSP, 2021)

Knowledge Distillation for Improved Accuracy in Spoken Question Answering. - Chenyu You; Nuo Chen 001; Yuexian Zou (ICASSP, 2021)

Contrastive Self-Supervised Learning for Text-Independent Speaker Verification. - Haoran Zhang; Yuexian Zou; Helin Wang (ICASSP, 2021)

RR-Net: Injecting Interactive Semantics in Human-Object Interaction Detection. - Dongming Yang; Yuexian Zou; Can Zhang 001; Meng Cao 002; Jie Chen 001 (IJCAI, 2021)

MRD-Net: Multi-Modal Residual Knowledge Distillation for Spoken Question Answering. - Chenyu You; Nuo Chen 001; Yuexian Zou (IJCAI, 2021)

Self-Supervised Dialogue Learning for Spoken Conversational Question Answering. - Nuo Chen 001; Chenyu You; Yuexian Zou (Interspeech, 2021)

Text Anchor Based Metric Learning for Small-Footprint Keyword Spotting. - Li Wang; Rongzhi Gu; Nuo Chen 001; Yuexian Zou (Interspeech, 2021)

SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification. - Helin Wang; Yuexian Zou; Wenwu Wang 001 (Interspeech, 2021)

Semantic Transportation Prototypical Network for Few-Shot Intent Detection. - Weiyuan Xu; Peilin Zhou; Chenyu You; Yuexian Zou (Interspeech, 2021)

Unsupervised Multi-Target Domain Adaptation for Acoustic Scene Classification. - Dongchao Yang; Helin Wang; Yuexian Zou (Interspeech, 2021)

Contextualized Attention-Based Knowledge Transfer for Spoken Conversational Question Answering. - Chenyu You; Nuo Chen 001; Yuexian Zou (Interspeech, 2021)

Hierarchical hashing-based multi-source image retrieval method for image denoising. - Yan Huang; Zihan Zhou 007; Xiangyu Sai; Yong Xu 007; Yuexian Zou (Appl. Soft Comput., 2021)

FWB-Net: Front White Balance Network for Color Shift Correction in Single Image Dehazing via Atmospheric Light Estimation. - Cong Wang; Yan Huang; Yuexian Zou; Yong Xu 007 (CoRR, 2021)

Layer Reduction: Accelerating Conformer-Based Self-Supervised Model via Layer Consistency. - Jinchuan Tian; Rongzhi Gu; Helin Wang; Yuexian Zou (CoRR, 2021)

Rethinking Skip Connection with Layer Normalization in Transformers and ResNets. - Fenglin Liu; Xuancheng Ren; Zhiyuan Zhang 001; Xu Sun 001; Yuexian Zou (CoRR, 2021)

Exploring Semantic Relationships for Unpaired Image Captioning. - Fenglin Liu; Meng Gao; Tianhao Zhang; Yuexian Zou (CoRR, 2021)

Audio-Oriented Multimodal Machine Comprehension: Task, Dataset and Model. - Zhiqi Huang 001; Fenglin Liu; Xian Wu 001; Shen Ge; Helin Wang; Wei Fan 001; Yuexian Zou (CoRR, 2021)

Fully Non-Homogeneous Atmospheric Scattering Modeling with Convolutional Neural Networks for Single Image Dehazing. - Cong Wang; Yan Huang; Yuexian Zou; Yong Xu (CoRR, 2021)

HAN: Higher-order Attention Network for Spoken Language Understanding. - Dongsheng Chen; Zhiqi Huang 001; Yuexian Zou (CoRR, 2021)

CLIP Meets Video Captioners: Attribute-Aware Representation Learning Promotes Accurate Captioning. - Bang Yang; Yuexian Zou (CoRR, 2021)

Detect what you want: Target Sound Detection. - Dongchao Yang; Helin Wang; Yuexian Zou; Chao Weng (CoRR, 2021)

GID-Net: Detecting human-object interaction with global and instance dependency. - Dongming Yang; Yuexian Zou; Jian Zhang 002; Ge Li 002 (Neurocomputing, 2021)

Synergic learning for noise-insensitive webly-supervised temporal action localization. - Can Zhang 001; Meng Cao 002; Dongming Yang; Ji Jiang; Yuexian Zou (Image Vis. Comput., 2021)

EAR: Efficient action recognition with local-global temporal aggregation. - Can Zhang 001; Yuexian Zou; Guang Chen; Lei Gan (Image Vis. Comput., 2021)

Complex Neural Spatial Filter: Enhancing Multi-Channel Target Speech Separation in Complex Domain. - Rongzhi Gu; Shi-Xiong Zhang 001; Yuexian Zou; Dong Yu 001 (IEEE Signal Process. Lett., 2021)

Learning Human-Object Interaction via Interactive Semantic Reasoning. - Dongming Yang; Yuexian Zou; Zhu Li 001; Ge Li 002 (IEEE Trans. Image Process., 2021)

AFNet: Temporal Locality-Aware Network With Dual Structure for Accurate and Fast Action Detection. - Guang Chen; Can Zhang 001; Yuexian Zou (IEEE Trans. Multim., 2021)

A Transformer-based Threshold-Free Framework for Multi-Intent NLU. - Lisung Chen; Nuo Chen 001; Yuexian Zou; Yong Wang; Xinzhong Sun (COLING, 2022)

Unsupervised Pre-training for Temporal Action Localization Tasks. - Can Zhang 001; Tianyu Yang 003; Junwu Weng; Meng Cao 002; Jue Wang 001; Yuexian Zou (CVPR, 2022)

Detect What You Want: Target Sound Detection. - Helin Wang; Dongchao Yang; Yuexian Zou; Fan Cui; Yujun Wang (DCASE, 2022)

A Mixed Supervised Learning Framework For Target Sound Detection. - Dongchao Yang; Helin Wang; Wenwu Wang 001; Yuexian Zou (DCASE, 2022)

LocVTP: Video-Text Pre-training for Temporal Localization. - Meng Cao 002; Tianyu Yang 003; Junwu Weng; Can Zhang 001; Jue Wang 001; Yuexian Zou (ECCV (26), 2022)

Visual Relation-Aware Unsupervised Video Captioning. - Puzhao Ji; Meng Cao 002; Yuexian Zou (ICANN (3), 2022)

Leveraging Bilinear Attention to Improve Spoken Language Understanding. - Dongsheng Chen; Zhiqi Huang 001; Yuexian Zou (ICASSP, 2022)

Joint Multiple Intent Detection and Slot Filling Via Self-Distillation. - Lisong Chen; Peilin Zhou; Yuexian Zou (ICASSP, 2022)

Consistent Training and Decoding for End-to-End Speech Recognition Using Lattice-Free MMI. - Jinchuan Tian; Jianwei Yu 001; Chao Weng; Shi-Xiong Zhang 001; Dan Su 002; Dong Yu 001; Yuexian Zou (ICASSP, 2022)

Learning Decoupling Features Through Orthogonality Regularization. - Li Wang; Rongzhi Gu; Weiji Zhuang; Peng Gao 013; Yujun Wang; Yuexian Zou (ICASSP, 2022)

Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention. - Xinmeng Xu; Rongzhi Gu; Yuexian Zou (ICASSP, 2022)

A Mutual Learning Framework for Few-Shot Sound Event Detection. - Dongchao Yang; Helin Wang; Yuexian Zou; Zhongjie Ye; Wenwu Wang 001 (ICASSP, 2022)

Towards Joint Intent Detection and Slot Filling via Higher-order Attention. - Dongsheng Chen; Zhiqi Huang 001; Xian Wu 001; Shen Ge; Yuexian Zou (IJCAI, 2022)

LAE: Language-Aware Encoder for Monolingual and Multilingual ASR. - Jinchuan Tian; Jianwei Yu 001; Chunlei Zhang; Yuexian Zou; Dong Yu 001 (INTERSPEECH, 2022)

Improving Target Sound Extraction with Timestamp Information. - Helin Wang; Dongchao Yang; Chao Weng; Jianwei Yu; Yuexian Zou (INTERSPEECH, 2022)

Audio Pyramid Transformer with Domain Adaption for Weakly Supervised Sound Event Detection and Audio Classification. - Yifei Xin; Dongchao Yang; Yuexian Zou (INTERSPEECH, 2022)

RaDur: A Reference-aware and Duration-robust Network for Target Sound Detection. - Dongchao Yang; Helin Wang; Zhongjie Ye; Yuexian Zou; Wenwu Wang 001 (INTERSPEECH, 2022)

Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction. - Zifeng Zhao; Rongzhi Gu; Dongchao Yang; Jinchuan Tian; Yuexian Zou (INTERSPEECH, 2022)

Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches. - Zifeng Zhao; Dongchao Yang; Rongzhi Gu; Haoran Zhang; Yuexian Zou (INTERSPEECH, 2022)

Correspondence Matters for Video Referring Expression Comprehension. - Meng Cao 002; Ji Jiang; Long Chen 016; Yuexian Zou (ACM Multimedia, 2022)

End-to-end Spoken Conversational Question Answering: Task, Dataset and Model. - Chenyu You; Nuo Chen 001; Fenglin Liu; Shen Ge; Xian Wu 001; Yuexian Zou (NAACL-HLT (Findings), 2022)

Consensus-Guided Keyword Targeting for Video Captioning. - Puzhao Ji; Bang Yang; Tong Zhang 017; Yuexian Zou (PRCV (3), 2022)

CLIP Meets Video Captioning: Concept-Aware Representation Learning Does Matter. - Bang Yang; Tong Zhang 017; Yuexian Zou (PRCV (1), 2022)

Adaptive Curriculum Learning for Video Captioning. - Shanhao Li; Bang Yang; Yuexian Zou (IEEE Access, 2022)

Integrate Lattice-Free MMI into End-to-End Speech Recognition. - Jinchuan Tian; Jianwei Yu 001; Chao Weng; Yuexian Zou; Dong Yu 001 (CoRR, 2022)

A Two-student Learning Framework for Mixed Supervised Target Sound Detection. - Dongchao Yang; Helin Wang; Yuexian Zou; Wenwu Wang 001 (CoRR, 2022)

LAE: Language-Aware Encoder for Monolingual and Multilingual ASR. - Jinchuan Tian; Jianwei Yu 001; Chunlei Zhang; Chao Weng; Yuexian Zou; Dong Yu 001 (CoRR, 2022)

Video Referring Expression Comprehension via Transformer with Content-aware Query. - Ji Jiang; Meng Cao 002; Tengtao Song; Yuexian Zou (CoRR, 2022)

Prophet Attention: Predicting Attention with Future Attention for Improved Image Captioning. - Fenglin Liu; Xuewei Ma; Xuancheng Ren; Xian Wu 001; Wei Fan 001; Yuexian Zou; Xu Sun 001 (CoRR, 2022)

M3ST: Mix at Three Levels for Speech Translation. - Xuxin Cheng; Qianqian Dong; Fengpeng Yue; Tom Ko; Mingxuan Wang; Yuexian Zou (CoRR, 2022)

Aligning Source Visual and Target Language Domains for Unpaired Video Captioning. - Fenglin Liu; Xian Wu 001; Chenyu You; Shen Ge; Yuexian Zou; Xu Sun 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Improving Mandarin End-to-End Speech Recognition With Word N-Gram Language Model. - Jinchuan Tian; Jianwei Yu 001; Chao Weng; Yuexian Zou; Dong Yu 001 (IEEE Signal Process. Lett., 2022)

All You Need Is a Second Look: Towards Arbitrary-Shaped Text Detection. - Meng Cao 002; Can Zhang 001; Dongming Yang; Yuexian Zou (IEEE Trans. Circuits Syst. Video Technol., 2022)

RR-Net: Relation Reasoning for End-to-End Human-Object Interaction Detection. - Dongming Yang; Yuexian Zou; Can Zhang 001; Meng Cao 002; Jie Chen 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Deep Motion Prior for Weakly-Supervised Temporal Action Localization. - Meng Cao 002; Can Zhang 001; Long Chen 016; Mike Zheng Shou; Yuexian Zou (IEEE Trans. Image Process., 2022)

DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention. - Fenglin Liu; Xian Wu 001; Shen Ge; Xuancheng Ren; Wei Fan 001; Xu Sun 001; Yuexian Zou (ACM Trans. Knowl. Discov. Data, 2022)

FTM: A Frame-Level Timeline Modeling Method for Temporal Graph Representation Learning. - Bowen Cao; Qichen Ye; Weiyuan Xu; Yuexian Zou (AAAI, 2023)

FiTs: Fine-Grained Two-Stage Training for Knowledge-Aware Question Answering. - Qichen Ye; Bowen Cao; Nuo Chen 001; Weiyuan Xu; Yuexian Zou (AAAI, 2023)

ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding. - Xuxin Cheng; Bowen Cao; Qichen Ye; Zhihong Zhu; Hongxiang Li; Yuexian Zou (ACL (Findings), 2023)

Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels. - Bang Yang; Fenglin Liu; Zheng Li 018; Qingyu Yin; Chenyu You; Bing Yin; Yuexian Zou (ACL (Findings), 2023)

MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning. - Bang Yang; Fenglin Liu; Xian Wu 001; Yaowei Wang 001; Xu Sun 001; Yuexian Zou (ACL (1), 2023)

Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations. - Zhihong Zhu; Xuxin Cheng; Zhiqi Huang 001; Dongsheng Chen; Yuexian Zou (ACL (Findings), 2023)

NADiffuSE: Noise-aware Diffusion-based Model for Speech Enhancement. - Wen Wang; Dongchao Yang; Qichen Ye; Bowen Cao; Yuexian Zou (APSIPA ASC, 2023)

Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning. - Xuxin Cheng; Wanshi Xu; Zhihong Zhu; Hongxiang Li; Yuexian Zou (CIKM, 2023)

DAS-CL: Towards Multimodal Machine Translation via Dual-Level Asymmetric Contrastive Learning. - Xuxin Cheng; Zhihong Zhu; Yaowei Li; Hongxiang Li; Yuexian Zou (CIKM, 2023)

PCLmed at ImageCLEFmedical 2023: Customizing General-Purpose Foundation Models for Medical Report Generation. - Bang Yang; Asif Raza; Yuexian Zou; Tong Zhang 017 (CLEF (Working Notes), 2023)

TLAG: An Informative Trigger and Label-Aware Knowledge Guided Model for Dialogue-based Relation Extraction. - Hao An; Dongsheng Chen; Weiyuan Xu; Zhihong Zhu; Yuexian Zou (CSCWD, 2023)

Iterative Proposal Refinement for Weakly-Supervised Video Grounding. - Meng Cao 002; Fangyun Wei; Can Xu; Xiubo Geng; Long Chen 016; Can Zhang 001; Yuexian Zou; Tao Shen 001; Daxin Jiang (CVPR, 2023)

MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling. - Xuxin Cheng; Zhihong Zhu; Bowen Cao; Qichen Ye; Yuexian Zou (EMNLP (Findings), 2023)

Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation. - Xuxin Cheng; Zhihong Zhu; Wanshi Xu; Yaowei Li; Hongxiang Li; Yuexian Zou (EMNLP (Findings), 2023)

Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence. - Zhihong Zhu; Xuxin Cheng; Zhiqi Huang 001; Dongsheng Chen; Yuexian Zou (EMNLP, 2023)

M3ST: Mix at Three Levels for Speech Translation. - Xuxin Cheng; Qianqian Dong; Fengpeng Yue; Tom Ko; Mingxuan Wang; Yuexian Zou (ICASSP, 2023)

SSVMR: Saliency-Based Self-Training for Video-Music Retrieval. - Xuxin Cheng; Zhihong Zhu; Hongxiang Li; Yaowei Li; Yuexian Zou (ICASSP, 2023)

Improving Retrieval-Based Dialogue System Via Syntax-Informed Attention. - Tengtao Song; Nuo Chen 001; Ji Jiang; Zhihong Zhu; Yuexian Zou (ICASSP, 2023)

Improving Weakly Supervised Sound Event Detection with Causal Intervention. - Yifei Xin; Dongchao Yang; Fan Cui; Yujun Wang; Yuexian Zou (ICASSP, 2023)

Improving Text-Audio Retrieval by Text-Aware Attention Pooling and Prior Matrix Revised Loss. - Yifei Xin; Dongchao Yang; Yuexian Zou (ICASSP, 2023)

A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language Understanding. - Zhihong Zhu; Weiyuan Xu; Xuxin Cheng; Tengtao Song; Yuexian Zou (ICASSP, 2023)

G2L: Semantically Aligned and Uniform Video Grounding via Geodesic and Game Theory. - Hongxiang Li; Meng Cao 002; Xuxin Cheng; Yaowei Li; Zhihong Zhu; Yuexian Zou (ICCV, 2023)

Unify, Align and Refine: Multi-Level Semantic Alignment for Radiology Report Generation. - Yaowei Li; Bang Yang; Xuxin Cheng; Zhihong Zhu; Hongxiang Li; Yuexian Zou (ICCV, 2023)

C²A-SLU: Cross and Contrastive Attention for Improving ASR Robustness in Spoken Language Understanding. - Xuxin Cheng; Ziyu Yao 001; Zhihong Zhu; Yaowei Li; Hongxiang Li; Yuexian Zou (INTERSPEECH, 2023)

FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding. - Xuxin Cheng; Wanshi Xu; Ziyu Yao 001; Zhihong Zhu; Yaowei Li; Hongxiang Li; Yuexian Zou (INTERSPEECH, 2023)

GhostT5: Generate More Features with Cheap Operations to Improve Textless Spoken Question Answering. - Xuxin Cheng; Zhihong Zhu; Ziyu Yao 001; Hongxiang Li; Yaowei Li; Yuexian Zou (INTERSPEECH, 2023)

Background-aware Modeling for Weakly Supervised Sound Event Detection. - Yifei Xin; Dongchao Yang; Yuexian Zou (INTERSPEECH, 2023)

Improving Audio-Text Retrieval via Hierarchical Cross-Modal Interaction and Auxiliary Captions. - Yifei Xin; Yuexian Zou (INTERSPEECH, 2023)

NoreSpeech: Knowledge Distillation based Conditional Diffusion Model for Noise-robust Expressive TTS. - Dongchao Yang; Songxiang Liu; Helin Wang; Jianwei Yu; Chao Weng; Yuexian Zou (INTERSPEECH, 2023)

Mix before Align: Towards Zero-shot Cross-lingual Sentiment Analysis via Soft-Mix and Multi-View Learning. - Zhihong Zhu; Xuxin Cheng; Dongsheng Chen; Zhiqi Huang 001; Hongxiang Li; Yuexian Zou (INTERSPEECH, 2023)

Video Referring Expression Comprehension via Transformer with Content-conditioned Query. - Jiang Ji; Meng Cao 002; Tengtao Song; Long Chen 016; Yi Wang 033; Yuexian Zou (MMIR@MM, 2023)

Generating Templated Caption for Video Grounding. - Hongxiang Li; Meng Cao 002; Xuxin Cheng; Zhihong Zhu; Yaowei Li; Yuexian Zou (CoRR, 2023)

Improve Retrieval-based Dialogue System via Syntax-Informed Attention. - Tengtao Song; Nuo Chen 001; Ji Jiang; Zhihong Zhu; Yuexian Zou (CoRR, 2023)

PoseRAC: Pose Saliency Transformer for Repetitive Action Counting. - Ziyu Yao 001; Xuxin Cheng; Yuexian Zou (CoRR, 2023)

HiFi-Codec: Group-residual Vector quantization for High Fidelity Audio Codec. - Dongchao Yang; Songxiang Liu; Rongjie Huang 001; Jinchuan Tian; Chao Weng; Yuexian Zou (CoRR, 2023)

Customizing General-Purpose Foundation Models for Medical Report Generation. - Bang Yang; Asif Raza; Yuexian Zou; Tong Zhang 017 (CoRR, 2023)

Video Referring Expression Comprehension via Transformer with Content-conditioned Query. - Ji Jiang; Meng Cao 002; Tengtao Song; Long Chen 016; Yi Wang 033; Yuexian Zou (CoRR, 2023)

UnifiedVisionGPT: Streamlining Vision-Oriented AI through Generalized Multimodal Framework. - Chris Kelly; Luhui Hu; Cindy Yang; Yu Tian; Deshun Yang; Bang Yang; Zaoshan Huang; Zihao Li; Yuexian Zou (CoRR, 2023)

AFL-Net: Integrating Audio, Facial, and Lip Modalities with Cross-Attention for Robust Speaker Diarization in the Wild. - Yongkang Yin; Xu Li 015; Ying Shan; Yuexian Zou (CoRR, 2023)

Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation. - Rongzhi Gu; Shi-Xiong Zhang 001; Yuexian Zou; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Integrating Lattice-Free MMI Into End-to-End Speech Recognition. - Jinchuan Tian; Jianwei Yu 001; Chao Weng; Yuexian Zou; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Diffsound: Discrete Diffusion Model for Text-to-Sound Generation. - Dongchao Yang; Jianwei Yu 001; Helin Wang; Wen Wang; Chao Weng; Yuexian Zou; Dong Yu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2023)

Concept-Aware Video Captioning: Describing Videos With Effective Prior Information. - Bang Yang; Meng Cao 002; Yuexian Zou (IEEE Trans. Image Process., 2023)

SpatioTemporal focus for skeleton-based action recognition. - Liyu Wu; Can Zhang 001; Yuexian Zou (Pattern Recognit., 2023)

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)

AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head. - Rongjie Huang 001; Mingze Li; Dongchao Yang; Jiatong Shi; Xuankai Chang; Zhenhui Ye; Yuning Wu 001; Zhiqing Hong; Jiawei Huang 008; Jinglin Liu; Yi Ren 006; Yuexian Zou; et al. (AAAI, 2024)

Exploiting Auxiliary Caption for Video Grounding. - Hongxiang Li; Meng Cao 002; Xuxin Cheng; Yaowei Li; Zhihong Zhu; Yuexian Zou (AAAI, 2024)

Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning. - Bang Yang; Yong Dai; Xuxin Cheng; Yaowei Li; Asif Raza; Yuexian Zou (AAAI, 2024)

Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment. - Zhihong Zhu; Xuxin Cheng; Yaowei Li; Hongxiang Li; 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)

Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup. - Xuxin Cheng; Ziyu Yao 001; Yifei Xin; Hao An; Hongxiang Li; Yaowei Li; Yuexian Zou (ACL (1), 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)

Peer Learning via Shared Speech Representation Prediction for Target Speech Separation. - Xusheng Yang; Zifeng Zhao; Yuexian Zou (APSIPA, 2024)

Robust Heterophily Graph Learning via Uniformity Augmentation. - Xusheng Yang; Zhengyu Chen 001; Yuexian Zou (CIKM, 2024)

SaLa: Scenario-aware Label Graph Interaction for Multi-intent Spoken Language Understanding. - Zhihong Zhu; Xuxin Cheng; Zhanpeng Chen; Zhichang Wang; Zhiqi Huang 001; Yuexian Zou (CIKM, 2024)

PCLmed: Champion Solution for ImageCLEFmedical 2024 Caption Prediction Challenge via Medical Vision-Language Foundation Models. - Bang Yang; Yue Yu 001; Yuexian Zou; Tong Zhang 017 (CLEF (Working Notes), 2024)

Knowledge-enhanced Prompt Tuning for Dialogue-based Relation Extraction with Trigger and Label Semantic. - Hao An; Zhihong Zhu; Xuxin Cheng; Zhiqi Huang 001; Yuexian Zou (LREC/COLING, 2024)

Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling. - Zhihong Zhu; Xuxin Cheng; Guimin Hu; Yaowei Li; Zhiqi Huang 001; Yuexian Zou (LREC/COLING, 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)

Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System. - Wanshi Xu; Xuxin Cheng; Zhihong Zhu; Zhanpeng Chen; Yuexian Zou (EMNLP (Findings), 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)

Retrieval is Accurate Generation. - Bowen Cao; Deng Cai 002; Leyang Cui; Xuxin Cheng; Wei Bi; Yuexian Zou; Shuming Shi 001 (ICLR, 2024)

Multi-scale Spatial Feature Aggregation For Efficient Super Resolution. - XinChao Wang; Hongxiang Li; Xinzhong Sun; Lihong Zhao; Liqiang Wang; Kai Zhang; Xuzhen Hu; Yong Wang; Yuexian Zou (ICONIP (7), 2024)

PoseRAC: Enhancing Repetitive Action Counting with Salient Poses. - Ziyu Yao 001; Yuexian Zou (ICONIP (5), 2024)

Generating More Audios for End-to-End Spoken Language Understanding. - Xuxin Cheng; Yuexian Zou (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)

DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval. - Yifei Xin; Xuxin Cheng; Zhihong Zhu; Xusheng Yang; Yuexian Zou (INTERSPEECH, 2024)

Audio-text Retrieval with Transformer-based Hierarchical Alignment and Disentangled Cross-modal Representation. - Yifei Xin; Zhihong Zhu; Xuxin Cheng; Xusheng Yang; Yuexian Zou (INTERSPEECH, 2024)

AFL-Net: Integrating Audio, Facial, and Lip Modalities with a Two-step Cross-attention for Robust Speaker Diarization in the Wild. - Yongkang Yin; Xu Li 015; Ying Shan; 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)

On the Worst Prompt Performance of Large Language Models. - Bowen Cao; Deng Cai 002; Zhisong Zhang; Yuexian Zou; Wai Lam (NeurIPS, 2024)

Fake-GPT: Detecting Fake Image via Large Language Model. - Yuming Fan; Dongming Yang; Jiguang Zhang; Bang Yang; Yuexian Zou (PRCV (8), 2024)

Dance with Labels: Dual-Heterogeneous Label Graph Interaction for Multi-intent Spoken Language Understanding. - Zhihong Zhu; Xuxin Cheng; Hongxiang Li; Yaowei Li; Yuexian Zou (WSDM, 2024)

Learn Suspected Anomalies from Event Prompts for Video Anomaly Detection. - Chenchen Tao; Chong Wang 001; Yuexian Zou; Xiaohao Peng; Jiafei Wu; Jiangbo Qian (CoRR, 2024)

WorldGPT: A Sora-Inspired Video AI Agent as Rich World Models from Text and Image Inputs. - Deshun Yang; Luhui Hu; Yu Tian; Zihao Li; Chris Kelly; Bang Yang; Cindy Yang; Yuexian Zou (CoRR, 2024)

VisionGPT: Vision-Language Understanding Agent Using Generalized Multimodal Framework. - Chris Kelly; Luhui Hu; Bang Yang; Yu Tian; Deshun Yang; Cindy Yang; Zaoshan Huang; Zihao Li; Jiayin Hu; Yuexian Zou (CoRR, 2024)

VisionGPT-3D: A Generalized Multimodal Agent for Enhanced 3D Vision Understanding. - Chris Kelly; Luhui Hu; Jiayin Hu; Yu Tian; Deshun Yang; Bang Yang; Cindy Yang; Zihao Li; Zaoshan Huang; Yuexian Zou (CoRR, 2024)

CAR: Controllable Autoregressive Modeling for Visual Generation. - Ziyu Yao 001; Jialin Li; Yifeng Zhou; Yong Liu 032; Xi Jiang 009; Chengjie Wang; Feng Zheng; Yuexian Zou; Lei Li (CoRR, 2024)

BrushEdit: All-In-One Image Inpainting and Editing. - Yaowei Li; Yuxuan Bian; Xuan Ju; Zhaoyang Zhang 004; Ying Shan; Yuexian Zou; Qiang Xu 001 (CoRR, 2024)

WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research. - Xinhao Mei; Chutong Meng; Haohe Liu; Qiuqiang Kong; Tom Ko; Chengqi Zhao; Mark D. Plumbley; Yuexian Zou; Wenwu Wang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation. - Bang Yang; Fenglin Liu; Yuexian Zou; Xian Wu 001; Yaowei Wang 001; David A. Clifton (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Zero-Shot Temporal Action Detection by Learning Multimodal Prompts and Text-Enhanced Actionness. - Asif Raza; Bang Yang; Yuexian Zou (IEEE Trans. Circuits Syst. Video Technol., 2024)

Image Conductor: Precision Control for Interactive Video Synthesis. - Yaowei Li; Xintao Wang 002; Zhaoyang Zhang 004; Zhouxia Wang; Ziyang Yuan; Liangbin Xie; Ying Shan; Yuexian Zou (AAAI, 2025)

Advancing General Multimodal Capability of Vision-language Models with Pyramid-descent Visual Position Encoding. - Zhanpeng Chen; Mingxiao Li 004; Ziyang Chen; Nan Du; Xiaolong Li; Yuexian Zou (ACL (Findings), 2025)

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)

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

Audio-Faces Intra-Frame Alignment with Graph Attention Networks for Active Speaker Detection. - Yongkang Yin; Xusheng Yang; Liming Liang; Xu Li; Yuexian Zou (ICASSP, 2025)

MGTDGraph: Multi-granularity Graph Attention Networks for Multivariate Long-Term Time Series Forecasting. - Shumin Tan; Yuexian Zou (ICIC (22), 2025)

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

BlobCtrl: A Unified and Flexible Framework for Element-level Image Generation and Editing. - Yaowei Li; Lingen Li; Zhaoyang Zhang 004; Xiaoyu Li 002; Guangzhi Wang; Hongxiang Li; Xiaodong Cun; Ying Shan; 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)

IC-Custom: Diverse Image Customization via In-Context Learning. - Yaowei Li; Xiaoyu Li 002; Zhaoyang Zhang 004; Yuxuan Bian; Gan Liu; Xinyuan Li; Jiale Xu; Wenbo Hu 002; Yating Liu; Lingen Li; Jing Cai; Yuexian Zou; et al. (CoRR, 2025)