Text Particles Multi-band Fusion for Robust Text Detection. - Pengfei Xu 001; Rongrong Ji; Hongxun Yao; Xiaoshuai Sun; Tianqiang Liu; Xianming Liu (ICIAR, 2008)

Directional correlation analysis of local Haar binary pattern for text detection. - Rongrong Ji; Pengfei Xu 001; Hongxun Yao; Zhen Zhang; Xiaoshuai Sun; Tianqiang Liu (ICME, 2008)

Cross-media manifold learning for image retrieval & annotation. - Xianming Liu; Rongrong Ji; Hongxun Yao; Pengfei Xu 001; Xiaoshuai Sun; Tianqiang Liu (Multimedia Information Retrieval, 2008)

Place retrieval with graph-based place-view model. - Xiaoshuai Sun; Rongrong Ji; Hongxun Yao; Pengfei Xu 001; Tianqiang Liu; Xianming Liu (Multimedia Information Retrieval, 2008)

Attention-driven action retrieval with DTW-based 3d descriptor matching. - Rongrong Ji; Xiaoshuai Sun; Hongxun Yao; Pengfei Xu 001; Tianqiang Liu; Xianming Liu (ACM Multimedia, 2008)

Vision-Based Semi-supervised Homecare with Spatial Constraint. - Tianqiang Liu; Hongxun Yao; Rongrong Ji; Yan Liu 014; Xianming Liu; Xiaoshuai Sun; Pengfei Xu 001; Zhen Zhang (PCM, 2008)

VisualCor system: search actor correlations in TV series. - Kun Yuan; Rongrong Ji; Hongxun Yao; Xiaoshuai Sun; Pengfei Xu 001; Xianming Liu (ICIMCS, 2009)

What is a complete set of keywords for image description & annotation on the web. - Xianming Liu; Hongxun Yao; Rongrong Ji; Pengfei Xu 001; Xiaoshuai Sun (ACM Multimedia, 2009)

Photo assessment based on computational visual attention model. - Xiaoshuai Sun; Hongxun Yao; Rongrong Ji; Shaohui Liu (ACM Multimedia, 2009)

Visual and textual fusion for semantically supervised region-based retrieval. - Rongrong Ji; Hongxun Yao; Pengfei Xu 001; Xiaoshuai Sun (Multim. Syst., 2009)

Towards semantic embedding in visual vocabulary. - Rongrong Ji; Hongxun Yao; Xiaoshuai Sun; Bineng Zhong; Wen Gao 001 (CVPR, 2010)

Mining actor correlations with hierarchical concurrence parsing. - Kun Yuan; Hongxun Yao; Rongrong Ji; Xiaoshuai Sun (ICASSP, 2010)

Visual topic model for web image annotation. - Xianming Liu; Hongxun Yao; Rongrong Ji; Pengfei Xu 001; Xiaoshuai Sun; Qi Tian 001 (ICIMCS, 2010)

A robust texture descriptor using multifractal analysis with Gabor filter. - Pengfei Xu 001; Hongxun Yao; Rongrong Ji; Xiaoshuai Sun; Xianming Liu (ICIMCS, 2010)

Visual saliency as sequential eye fixation probability. - Xiaoshuai Sun; Hongxun Yao; Rongrong Ji; Pengfei Xu 001; Xianming Liu; Shaohui Liu (ICIP, 2010)

Saliency detection based on short-term sparse representation. - Xiaoshuai Sun; Hongxun Yao; Rongrong Ji; Pengfei Xu 001; Xianming Liu; Shaohui Liu (ICIP, 2010)

A rotation and scale invariant texture description approach. - Pengfei Xu 001; Hongxun Yao; Rongrong Ji; Xiaoshuai Sun; Xianming Liu (VCIP, 2010)

Saliency Detection: A Self-Adaption Sparse Representation Approach. - Gaoxiang Zhang; Feng Jiang 001; Debin Zhao; Xiaoshuai Sun; Shaohui Liu (ICIG, 2011)

Affective Video Classification Based on Spatio-temporal Feature Fusion. - Sicheng Zhao; Hongxun Yao; Xiaoshuai Sun (ICIG, 2011)

A spatiotemporal context phrase description for general dynamic texture. - Pengfei Xu 001; Hongxun Yao; Rongrong Ji; Xiaoshuai Sun; Xianming Liu (ICIMCS, 2011)

Contextual dictionaries for image super resolution. - Wei Yu 004; Hongxun Yao; Xianming Liu; Rongrong Ji; Xiaoshuai Sun; Pengfei Xu 001 (ICIMCS, 2011)

Video stabilization based on saliency driven SIFT matching and discriminative RANSAC. - Yanhao Zhang 001; Hongxun Yao; Pengfei Xu 001; Rongrong Ji; Xiaoshuai Sun; Xianming Liu (ICIMCS, 2011)

Sparse representation based visual element analysis. - Xue Li; Hongxun Yao; Xiaoshuai Sun; Rongrong Ji; Xianming Liu; Pengfei Xu 001 (ICIP, 2011)

Learning heterogeneous data for hierarchical web video classification. - Xianming Liu; Hongxun Yao; Rongrong Ji; Pengfei Xu 001; Xiaoshuai Sun; Qi Tian 001 (ACM Multimedia, 2011)

Unsupervised fast anomaly detection in crowds. - Xiaoshuai Sun; Hongxun Yao; Rongrong Ji; Xianming Liu; Pengfei Xu 001 (ACM Multimedia, 2011)

Video indexing and recommendation based on affective analysis of viewers. - Sicheng Zhao; Hongxun Yao; Xiaoshuai Sun; Pengfei Xu 001; Xianming Liu; Rongrong Ji (ACM Multimedia, 2011)

Actor-independent action search using spatiotemporal vocabulary with appearance hashing. - Rongrong Ji; Hongxun Yao; Xiaoshuai Sun (Pattern Recognit., 2011)

What are we looking for: Towards statistical modeling of saccadic eye movements and visual saliency. - Xiaoshuai Sun; Hongxun Yao; Rongrong Ji (CVPR, 2012)

Aesthetic composition represetation for portrait photographing recommendation. - Yanhao Zhang 001; Xiaoshuai Sun; Hongxun Yao; Lei Qin; Qingming Huang (ICIP, 2012)

Memorable basis: towards human-centralized sparse representation. - Xiaoshuai Sun; Hongxun Yao (ACM Multimedia, 2012)

Real-Time Viewfinder Composition Assessment and Recommendation to Mobile Photographing. - Lujun Chen; Hongxun Yao; Xiaoshuai Sun; Hongming Zhang 011 (PCM, 2012)

Action Segmentation in Dance Videos. - Tingting Han 003; Hongxun Yao; Xiaoshuai Sun; Guoyi Liu (PCM, 2012)

Action retrieval based on generalized dynamic depth data matching. - Lujun Chen; Hongxun Yao; Xiaoshuai Sun (VCIP, 2012)

Task-Dependent Visual-Codebook Compression. - Rongrong Ji; Hongxun Yao; Wei Liu 005; Xiaoshuai Sun; Qi Tian 001 (IEEE Trans. Image Process., 2012)

Context-Aware Semi-Local Feature Detector. - Rongrong Ji; Hongxun Yao; Qi Tian 001; Pengfei Xu 001; Xiaoshuai Sun; Xianming Liu (ACM Trans. Intell. Syst. Technol., 2012)

Exploring Implicit Image Statistics for Visual Representativeness Modeling. - Xiaoshuai Sun; Xin-Jing Wang; Hongxun Yao; Lei Zhang 001 (CVPR, 2013)

On dense sampling size. - Xue Li; Hongxun Yao; Xiaoshuai Sun; Yanhao Zhang 001 (ICIP, 2013)

Flexible Presentation of Videos Based on Affective Content Analysis. - Sicheng Zhao; Hongxun Yao; Xiaoshuai Sun; Xiaolei Jiang; Pengfei Xu 001 (MMM (1), 2013)

Video classification and recommendation based on affective analysis of viewers. - Sicheng Zhao; Hongxun Yao; Xiaoshuai Sun (Neurocomputing, 2013)

Visual attention modeling based on short-term environmental adaption. - Xiaoshuai Sun; Hongxun Yao; Rongrong Ji (J. Vis. Commun. Image Represent., 2013)

Bidirectional-isomorphic manifold learning at image semantic understanding & representation. - Xianming Liu; Hongxun Yao; Rongrong Ji; Pengfei Xu 001; Xiaoshuai Sun (Multim. Tools Appl., 2013)

Discriminative Features for Bird Species Classification. - Cheng Pang; Hongxun Yao; Xiaoshuai Sun (ICIMCS, 2014)

"Clustering by saliency" - Unsupervised discovery of crowd activities. - Tingting Han 003; Hongxun Yao; Xiaoshuai Sun; Yanhao Zhang 001 (ICIP, 2014)

Structure-aware multi-object discovery for weakly supervised tracking. - Yuankai Qi; Hongxun Yao; Xiaoshuai Sun; Xin Sun 003; Yanhao Zhang 001; Qingming Huang (ICIP, 2014)

Exploring covert attention for generic boosting of saliency models. - Xiaoshuai Sun; Hongxun Yao (ICIP, 2014)

Exploring Principles-of-Art Features For Image Emotion Recognition. - Sicheng Zhao; Yue Gao 002; Xiaolei Jiang; Hongxun Yao; Tat-Seng Chua; Xiaoshuai Sun (ACM Multimedia, 2014)

Using Label Propagation to Get Confidence Map for Segmentation. - Haoran Li; Hongxun Yao; Xiaoshuai Sun (PCM, 2014)

Where should I stand? Learning based human position recommendation for mobile photographing. - Pengfei Xu 001; Hongxun Yao; Rongrong Ji; Xianming Liu; Xiaoshuai Sun (Multim. Tools Appl., 2014)

Toward Statistical Modeling of Saccadic Eye-Movement and Visual Saliency. - Xiaoshuai Sun; Hongxun Yao; Rongrong Ji; Xianming Liu (IEEE Trans. Image Process., 2014)

Boost sparse coding based abnormal event detection via explicitly applying temporal continuity constraint. - Yinghao Huang; Hongxun Yao; Xiaoshuai Sun; Sicheng Zhao (ICIMCS, 2015)

Dual-mode video stabilization based on adaptive motion clustering. - Dong Wang 030; Bin Wang 032; Sicheng Zhao; Xiaoshuai Sun; Hongxun Yao; Hong Liu 002 (ICIMCS, 2015)

Predicting discrete probability distribution of image emotions. - Sicheng Zhao; Hongxun Yao; Xiaolei Jiang; Xiaoshuai Sun (ICIP, 2015)

Distinctive action sketch. - Ying Zheng; Hongxun Yao; Xiaoshuai Sun; Sicheng Zhao (ICIP, 2015)

"Clustering of Dancelets": Towards Video Recommendation Based on Dance Styles. - Tingting Han 003; Hongxun Yao; Xiaoshuai Sun; Yanhao Zhang 001; Sicheng Zhao; Xiusheng Lu; Yinghao Huang; Wenlong Xie (ACM Multimedia, 2015)

Part-Aware Segmentation for Fine-Grained Categorization. - Cheng Pang; Hongxun Yao; Zhiyuan Yang; Xiaoshuai Sun; Sicheng Zhao; Yanhao Zhang 001 (PCM (1), 2015)

Strategy for aesthetic photography recommendation via collaborative composition model. - Yanhao Zhang 001; Qingming Huang; Lei Qin; Sicheng Zhao; Xiusheng Lu; Xiaoshuai Sun; Hongxun Yao (IET Comput. Vis., 2015)

Strategy for dynamic 3D depth data matching towards robust action retrieval. - Sicheng Zhao; Lujun Chen; Hongxun Yao; Yanhao Zhang 001; Xiaoshuai Sun (Neurocomputing, 2015)

深度学习中的自编码器的表达能力研究 (Representation Ability Research of Auto-encoders in Deep Learning). - Yasi Wang; Hongxun Yao; Xiaoshuai Sun; Pengfei Xu 001; Sicheng Zhao (计算机科学, 2015)

Mining representative actions for actor identification. - Wenlong Xie; Hongxun Yao; Xiaoshuai Sun; Sicheng Zhao; Tingting Han 003; Cheng Pang (ICASSP, 2016)

Quartet-net Learning for Visual Instance Retrieval. - Jiewei Cao; Zi Huang; Peng Wang 023; Chao Li 034; Xiaoshuai Sun; Heng Tao Shen (ACM Multimedia, 2016)

Unsupervised discovery of crowd activities by saliency-based clustering. - Tingting Han 003; Hongxun Yao; Xiaoshuai Sun; Sicheng Zhao; Yanhao Zhang 001 (Neurocomputing, 2016)

Robust spatial-temporal deep model for multimedia event detection. - Litao Yu; Xiaoshuai Sun; Zi Huang (Neurocomputing, 2016)

Web-Based Semantic Fragment Discovery for On-Line Lingual-Visual Similarity. - Xiaoshuai Sun; Jiewei Cao; Chao Li 034; Lei Zhu 002; Heng Tao Shen (AAAI, 2017)

An Integrated Model for Effective Saliency Prediction. - Xiaoshuai Sun; Zi Huang; Hongzhi Yin; Heng Tao Shen (AAAI, 2017)

SPTF: A Scalable Probabilistic Tensor Factorization Model for Semantic-Aware Behavior Prediction. - Hongzhi Yin; Hongxu Chen 002; Xiaoshuai Sun; Hao Wang 005; Yang Wang 023; Quoc Viet Hung Nguyen (ICDM, 2017)

Dancing like a superstar: Action guidance based on pose estimation and conditional pose alignment. - Yuxin Hou; Hongxun Yao; Haoran Li; Xiaoshuai Sun (ICIP, 2017)

Gated additive skip context connection for object detection. - Haoran Li; Hongxun Yao; Yuxin Hou; Xiaoshuai Sun (ICIP, 2017)

Trajectory-Pooled 3D Convolutional Descriptors for Action Recognition. - Xiusheng Lu; Hongxun Yao; Xiaoshuai Sun; Shengping Zhang; Yanhao Zhang 001 (PCM (1), 2017)

Multi-scale Discriminative Patches for Fined-Grained Visual Categorization. - Wenbo Tang; Hongxun Yao; Xiaoshuai Sun; Wei Yu 004 (PCM (1), 2017)

Object Discovery and Cosegmentation Based on Dense Correspondences. - Yasi Wang; Hongxun Yao; Wei Yu 004; Xiaoshuai Sun (PCM (2), 2017)

Shallow and Deep Model Investigation for Distinguishing Corn and Weeds. - Yu Xia; Hongxun Yao; Xiaoshuai Sun; Yanhao Zhang 001 (PCM (1), 2017)

Actor identification via mining representative actions. - Wenlong Xie; Hongxun Yao; Xiaoshuai Sun; Sicheng Zhao; Wei Yu 004; Shengping Zhang (Neurocomputing, 2017)

Exploiting the complementary strengths of multi-layer CNN features for image retrieval. - Wei Yu 004; Kuiyuan Yang; Hongxun Yao; Xiaoshuai Sun; Pengfei Xu 001 (Neurocomputing, 2017)

Anomaly detection based on spatio-temporal sparse representation and visual attention analysis. - Chen Wang 145; Hongxun Yao; Xiaoshuai Sun (Multim. Tools Appl., 2017)

Breaking video into pieces for action recognition. - Ying Zheng; Hongxun Yao; Xiaoshuai Sun; Xuesong Jiang; Fatih Porikli (Multim. Tools Appl., 2017)

Hierarchical Latent Concept Discovery for Video Event Detection. - Chao Li 034; Zi Huang; Yang Yang 002; Jiewei Cao; Xiaoshuai Sun; Heng Tao Shen (IEEE Trans. Image Process., 2017)

Dancelets Mining for Video Recommendation Based on Dance Styles. - Tingting Han 003; Hongxun Yao; Chenliang Xu; Xiaoshuai Sun; Yanhao Zhang 001; Jason J. Corso (IEEE Trans. Multim., 2017)

Strong Baseline for Single Image Dehazing with Deep Features and Instance Normalization. - Zheng Xu 002; Xitong Yang; Xue Li; Xiaoshuai Sun (BMVC, 2018)

GroupCap: Group-Based Image Captioning With Structured Relevance and Diversity Constraints. - Fuhai Chen; Rongrong Ji; Xiaoshuai Sun; Yongjian Wu 001; Jinsong Su (CVPR, 2018)

Restricted Boltzmann Machine Based Active Learning for Sparse Recommendation. - Weiqing Wang 001; Hongzhi Yin; Zi Huang; Xiaoshuai Sun; Nguyen Quoc Viet Hung (DASFAA (1), 2018)

Weighted voxel: a novel voxel representation for 3D reconstruction. - Haozhe Xie; Hongxun Yao; Xiaoshuai Sun; Shangchen Zhou; Xiaojun Tong (ICIMCS, 2018)

Illustrate your travel notes: web-based story visualization. - JunLei Zhang; Hongxun Yao; JiaLing He; Xiaoshuai Sun (ICIMCS, 2018)

Cycle-Consistency Based Hierarchical Dense Semantic Correspondence. - Chuang Lin 003; Hongxun Yao; Wei Yu 004; Xiaoshuai Sun (ICIP, 2018)

Add: Actionness-Pooled Deep-Convolutional Descriptor. - Tingting Han 003; Hongxun Yao; Xiaoshuai Sun; Wenlong Xie; Yanhao Zhang 001 (ICME, 2018)

Centralized Ranking Loss with Weakly Supervised Localization for Fine-Grained Object Retrieval. - Xiawu Zheng; Rongrong Ji; Xiaoshuai Sun; Yongjian Wu 001; Feiyue Huang; Yanhua Yang (IJCAI, 2018)

The Effectiveness of Instance Normalization: a Strong Baseline for Single Image Dehazing. - Zheng Xu 002; Xitong Yang; Xue Li; Xiaoshuai Sun (CoRR, 2018)

Semantic and Contrast-Aware Saliency. - Xiaoshuai Sun (CoRR, 2018)

Hierarchical semantic image matching using CNN feature pyramid. - Wei Yu 004; Xiaoshuai Sun; Kuiyuan Yang; Yong Rui; Hongxun Yao (Comput. Vis. Image Underst., 2018)

Rediscover flowers structurally. - Cheng Pang; Hongxun Yao; Xiaoshuai Sun; Sicheng Zhao; Wei Yu 004 (Multim. Tools Appl., 2018)

Exploring part-aware segmentation for fine-grained visual categorization. - Cheng Pang; Hongxun Yao; Xiaoshuai Sun; Sicheng Zhao; Yanhao Zhang 001 (Multim. Tools Appl., 2018)

Event patches: Mining effective parts for event detection and understanding. - Wenlong Xie; Hongxun Yao; Sicheng Zhao; Xiaoshuai Sun; Tingting Han 003 (Signal Process., 2018)

Distinctive action sketch for human action recognition. - Ying Zheng; Hongxun Yao; Xiaoshuai Sun; Sicheng Zhao; Fatih Porikli (Signal Process., 2018)

Two-Stream 3-D convNet Fusion for Action Recognition in Videos With Arbitrary Size and Length. - Xuanhan Wang; Lianli Gao; Peng Wang 023; Xiaoshuai Sun; Xianglong Liu 001 (IEEE Trans. Multim., 2018)

Towards Optimal Discrete Online Hashing with Balanced Similarity. - Mingbao Lin; Rongrong Ji; Hong Liu 009; Xiaoshuai Sun; Yongjian Wu 001; Yunsheng Wu (AAAI, 2019)

Towards Optimal Fine Grained Retrieval via Decorrelated Centralized Loss with Normalize-Scale Layer. - Xiawu Zheng; Rongrong Ji; Xiaoshuai Sun; Baochang Zhang 001; Yongjian Wu 001; Feiyue Huang (AAAI, 2019)

Free VQA Models from Knowledge Inertia by Pairwise Inconformity Learning. - Yiyi Zhou; Rongrong Ji; Jinsong Su; Xiangming Li; Xiaoshuai Sun (AAAI, 2019)

Dynamic Capsule Attention for Visual Question Answering. - Yiyi Zhou; Rongrong Ji; Jinsong Su; Xiaoshuai Sun; Weiqiu Chen (AAAI, 2019)

Towards Cross-modality Topic Modelling via Deep Topical Correlation Analysis. - Jun Peng; Yiyi Zhou; Liujuan Cao; Xiaoshuai Sun; Jinsong Su; Rongrong Ji (ICASSP, 2019)

Pix2Vox: Context-Aware 3D Reconstruction From Single and Multi-View Images. - Haozhe Xie; Hongxun Yao; Xiaoshuai Sun; Shangchen Zhou; Shengping Zhang (ICCV, 2019)

A Video Post-Filter Deblocking Method Based on Temporal Boosting Residual Networks. - Jianyu Wang; Shaohui Liu; Feng Jiang 001; Xiaoshuai Sun; Yongliang Liu (ICME, 2019)

Hypergraph Induced Convolutional Manifold Networks. - Taisong Jin; Liujuan Cao; Baochang Zhang 001; Xiaoshuai Sun; Cheng Deng; Rongrong Ji (IJCAI, 2019)

Multi-modal Multi-layer Fusion Network with Average Binary Center Loss for Face Anti-spoofing. - Huafeng Kuang; Rongrong Ji; Hong Liu 009; Shengchuan Zhang; Xiaoshuai Sun; Feiyue Huang; Baochang Zhang 001 (ACM Multimedia, 2019)

Variational Structured Semantic Inference for Diverse Image Captioning. - Fuhai Chen; Rongrong Ji; Jiayi Ji; Xiaoshuai Sun; Baochang Zhang 001; Xuri Ge; Yongjian Wu 001; Feiyue Huang; Yan Wang 059 (NeurIPS, 2019)

Information Competing Process for Learning Diversified Representations. - Jie Hu 018; Rongrong Ji; Shengchuan Zhang; Xiaoshuai Sun; Qixiang Ye; Chia-Wen Lin; Qi Tian 001 (NeurIPS, 2019)

Social Media Based Topic Modeling for Smart Campus: A Deep Topical Correlation Analysis Method. - Jun Peng; Yiyi Zhou; Xiaoshuai Sun; Jinsong Su; Rongrong Ji (IEEE Access, 2019)

Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images. - Haozhe Xie; Hongxun Yao; Xiaoshuai Sun; Shangchen Zhou; Shengping Zhang; Xiaojun Tong (CoRR, 2019)

Supervised Online Hashing via Similarity Distribution Learning. - Mingbao Lin; Rongrong Ji; Shen Chen; Feng Zheng; Xiaoshuai Sun; Baochang Zhang 001; Liujuan Cao; Guodong Guo; Feiyue Huang (CoRR, 2019)

Scene-based Factored Attention for Image Captioning. - Chen Shen; Rongrong Ji; Fuhai Chen; Xiaoshuai Sun; Xiangming Li (CoRR, 2019)

Semantic-aware Image Deblurring. - Fuhai Chen; Rongrong Ji; Chengpeng Dai; Xiaoshuai Sun; Chia-Wen Lin; Jiayi Ji; Baochang Zhang 001; Feiyue Huang; Liujuan Cao (CoRR, 2019)

Toward 3D Object Reconstruction from Stereo Images. - Haozhe Xie; Hongxun Yao; Shangchen Zhou; Shengping Zhang; Xiaoshuai Sun; Wenxiu Sun (CoRR, 2019)

Hadamard Codebook Based Deep Hashing. - Shen Chen; Liujuan Cao; Mingbao Lin; Yan Wang 059; Xiaoshuai Sun; Chenglin Wu; Jingfei Qiu; Rongrong Ji (CoRR, 2019)

Unsupervised semantic deep hashing. - Sheng Jin 002; Hongxun Yao; Xiaoshuai Sun; Shangchen Zhou (Neurocomputing, 2019)

Robust ℓ2-Hypergraph and its applications. - Taisong Jin; Zhengtao Yu 001; Yue Gao 002; Shengxiang Gao; Xiaoshuai Sun; Cuihua Li (Inf. Sci., 2019)

Action recognition with multi-scale trajectory-pooled 3D convolutional descriptors. - Xiusheng Lu; Hongxun Yao; Sicheng Zhao; Xiaoshuai Sun; Shengping Zhang (Multim. Tools Appl., 2019)

Gradual recovery based occluded digit images recognition. - Yasi Wang; Hongxun Yao; Wei Yu 004; Dong Wang 030; Shangchen Zhou; Xiaoshuai Sun (Multim. Tools Appl., 2019)

Correntropy-Induced Robust Low-Rank Hypergraph. - Taisong Jin; Rongrong Ji; Yue Gao 002; Xiaoshuai Sun; Xibin Zhao; Dacheng Tao (IEEE Trans. Image Process., 2019)

Discovering Latent Discriminative Patterns for Multi-Mode Event Representation. - Wenlong Xie; Hongxun Yao; Xiaoshuai Sun; Tingting Han 003; Sicheng Zhao; Tat-Seng Chua (IEEE Trans. Multim., 2019)

SSAH: Semi-Supervised Adversarial Deep Hashing with Self-Paced Hard Sample Generation. - Sheng Jin 002; Shangchen Zhou; Yao Liu 014; Chao Chen 026; Xiaoshuai Sun; Hongxun Yao; Xian-Sheng Hua 001 (AAAI, 2020)

Multi-Task Collaborative Network for Joint Referring Expression Comprehension and Segmentation. - Gen Luo; Yiyi Zhou; Xiaoshuai Sun; Liujuan Cao; Chenglin Wu; Cheng Deng; Rongrong Ji (CVPR, 2020)

Attacking Image Captioning Towards Accuracy-Preserving Target Words Removal. - Jiayi Ji; Xiaoshuai Sun; Yiyi Zhou; Rongrong Ji; Fuhai Chen; Jianzhuang Liu; Qi Tian 001 (ACM Multimedia, 2020)

Cascade Grouped Attention Network for Referring Expression Segmentation. - Gen Luo; Yiyi Zhou; Rongrong Ji; Xiaoshuai Sun; Jinsong Su; Chia-Wen Lin; Qi Tian 001 (ACM Multimedia, 2020)

Exploring Language Prior for Mode-Sensitive Visual Attention Modeling. - Xiaoshuai Sun; Xuying Zhang; Liujuan Cao; Yongjian Wu 001; Feiyue Huang; Rongrong Ji (ACM Multimedia, 2020)

K-armed Bandit based Multi-Modal Network Architecture Search for Visual Question Answering. - Yiyi Zhou; Rongrong Ji; Xiaoshuai Sun; Gen Luo; Xiaopeng Hong; Jinsong Su; Xinghao Ding; Ling Shao 001 (ACM Multimedia, 2020)

Hadamard Matrix Guided Online Hashing. - Mingbao Lin; Rongrong Ji; Hong Liu 009; Xiaoshuai Sun; Shen Chen; Qi Tian 001 (Int. J. Comput. Vis., 2020)

Actionness-pooled Deep-convolutional Descriptor for fine-grained action recognition. - Tingting Han 003; Hongxun Yao; Xiaoshuai Sun; Wenlong Xie; Sicheng Zhao; Wei Yu 004 (Neurocomputing, 2020)

What is damaged: a benchmark dataset for abnormal traffic object classification. - Chen Wang 145; Shifan Zhu; Desheng Lyu; Xiaoshuai Sun (Multim. Tools Appl., 2020)

Semi-Supervised Adversarial Monocular Depth Estimation. - Rongrong Ji; Ke Li 015; Yan Wang 059; Xiaoshuai Sun; Feng Guo 005; Xiaowei Guo; Yongjian Wu 001; Feiyue Huang; Jiebo Luo 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

TVENet: Temporal variance embedding network for fine-grained action representation. - Tingting Han 003; Hongxun Yao; Wenlong Xie; Xiaoshuai Sun; Sicheng Zhao; Jun Yu 002 (Pattern Recognit., 2020)

Deep Saliency Hashing for Fine-Grained Retrieval. - Sheng Jin 002; Hongxun Yao; Xiaoshuai Sun; Shangchen Zhou; Lei Zhang 006; Xian-Sheng Hua 001 (IEEE Trans. Image Process., 2020)

Similarity-Preserving Linkage Hashing for Online Image Retrieval. - Mingbao Lin; Rongrong Ji; Shen Chen; Xiaoshuai Sun; Chia-Wen Lin (IEEE Trans. Image Process., 2020)

Improving Image Captioning by Leveraging Intra- and Inter-layer Global Representation in Transformer Network. - Jiayi Ji; Yunpeng Luo; Xiaoshuai Sun; Fuhai Chen; Gen Luo; Yongjian Wu 001; Yue Gao 002; Rongrong Ji (AAAI, 2021)

Dual-level Collaborative Transformer for Image Captioning. - Yunpeng Luo; Jiayi Ji; Xiaoshuai Sun; Liujuan Cao; Yongjian Wu 001; Feiyue Huang; Chia-Wen Lin; Rongrong Ji (AAAI, 2021)

RSTNet: Captioning With Adaptive Attention on Visual and Non-Visual Words. - Xuying Zhang; Xiaoshuai Sun; Yunpeng Luo; Jiayi Ji; Yiyi Zhou; Yongjian Wu 001; Feiyue Huang; Rongrong Ji (CVPR, 2021)

TRAR: Routing the Attention Spans in Transformer for Visual Question Answering. - Yiyi Zhou; Tianhe Ren; Chaoyang Zhu; Xiaoshuai Sun; Jianzhuang Liu; Xinghao Ding; Mingliang Xu 001; Rongrong Ji (ICCV, 2021)

Towards Language-guided Visual Recognition via Dynamic Convolutions. - Gen Luo; Yiyi Zhou; Xiaoshuai Sun; Xinghao Ding; Yongjian Wu 001; Feiyue Huang; Yue Gao 002; Rongrong Ji (CoRR, 2021)

Sketch-specific data augmentation for freehand sketch recognition. - Ying Zheng; Hongxun Yao; Xiaoshuai Sun; Shengping Zhang; Sicheng Zhao; Fatih Porikli (Neurocomputing, 2021)

Evolving Fully Automated Machine Learning via Life-Long Knowledge Anchors. - Xiawu Zheng; Yang Zhang 079; Sirui Hong; Huixia Li; Lang Tang; Youcheng Xiong; Jin Zhou; Yan Wang 059; Xiaoshuai Sun; Pengfei Zhu 001; Chenglin Wu; Rongrong Ji (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Deep Semantic Parsing of Freehand Sketches With Homogeneous Transformation, Soft-Weighted Loss, and Staged Learning. - Ying Zheng; Hongxun Yao; Xiaoshuai Sun (IEEE Trans. Multim., 2021)

Active Teacher for Semi-Supervised Object Detection. - Peng Mi; Jianghang Lin; Yiyi Zhou; Yunhang Shen; Gen Luo; Xiaoshuai Sun; Liujuan Cao; Rongrong Fu; Qiang Xu; Rongrong Ji (CVPR, 2022)

DIFNet: Boosting Visual Information Flow for Image Captioning. - Mingrui Wu; Xuying Zhang; Xiaoshuai Sun; Yiyi Zhou; Chao Chen 026; Jiaxin Gu; Xing Sun 001; Rongrong Ji (CVPR, 2022)

PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation. - Jing He; Yiyi Zhou; Qi Zhang 066; Jun Peng; Yunhang Shen; Xiaoshuai Sun; Chao Chen 026; Rongrong Ji (ECCV (14), 2022)

An Information Theoretic Approach for Attention-Driven Face Forgery Detection. - Ke Sun 016; Hong Liu 009; Taiping Yao; Xiaoshuai Sun; Shen Chen; Shouhong Ding; Rongrong Ji (ECCV (14), 2022)

SeqTR: A Simple Yet Universal Network for Visual Grounding. - Chaoyang Zhu; Yiyi Zhou; Yunhang Shen; Gen Luo; Xingjia Pan; Mingbao Lin; Chao Chen 026; Liujuan Cao; Xiaoshuai Sun; Rongrong Ji (ECCV (35), 2022)

X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval. - Yiwei Ma; Guohai Xu; Xiaoshuai Sun; Ming Yan 008; Ji Zhang 011; Rongrong Ji (ACM Multimedia, 2022)

Learning Dynamic Prior Knowledge for Text-to-Face Pixel Synthesis. - Jun Peng; Xiaoxiong Du; Yiyi Zhou; Jing He; Yunhang Shen; Xiaoshuai Sun; Rongrong Ji (ACM Multimedia, 2022)

Towards Open-Ended Text-to-Face Generation, Combination and Manipulation. - Jun Peng; Han Pan; Yiyi Zhou; Jing He; Xiaoshuai Sun; Yan Wang 059; Yongjian Wu 001; Rongrong Ji (ACM Multimedia, 2022)

Make Sharpness-Aware Minimization Stronger: A Sparsified Perturbation Approach. - Peng Mi; Li Shen 008; Tianhe Ren; Yiyi Zhou; Xiaoshuai Sun; Rongrong Ji; Dacheng Tao (NeurIPS, 2022)

Differentiated Relevances Embedding for Group-based Referring Expression Comprehension. - Fuhai Chen; Xiaoshuai Sun; Xuri Ge; Jianzhuang Liu; Yongjian Wu 001; Feiyue Huang; Rongrong Ji (CoRR, 2022)

PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation. - Jing He; Yiyi Zhou; Qi Zhang 066; Yunhang Shen; Xiaoshuai Sun; Chao Chen 026; Rongrong Ji (CoRR, 2022)

End-to-End Zero-Shot HOI Detection via Vision and Language Knowledge Distillation. - Mingrui Wu; Jiaxin Gu; Yunhang Shen; Mingbao Lin; Chao Chen 026; Xiaoshuai Sun; Rongrong Ji (CoRR, 2022)

What Goes beyond Multi-modal Fusion in One-stage Referring Expression Comprehension: An Empirical Study. - Gen Luo; Yiyi Zhou; Jiamu Sun; Shubin Huang; Xiaoshuai Sun; Qixiang Ye; Yongjian Wu 001; Rongrong Ji (CoRR, 2022)

Clover: Towards A Unified Video-Language Alignment and Fusion Model. - Jingjia Huang; Yinan Li; Jiashi Feng; Xiaoshuai Sun; Rongrong Ji (CoRR, 2022)

Modeling long-term video semantic distribution for temporal action proposal generation. - Tingting Han 003; Sicheng Zhao; Xiaoshuai Sun; Jun Yu 002 (Neurocomputing, 2022)

Fast Class-Wise Updating for Online Hashing. - Mingbao Lin; Rongrong Ji; Xiaoshuai Sun; Baochang Zhang 001; Feiyue Huang; Yonghong Tian 001; Dacheng Tao (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Plenty is Plague: Fine-Grained Learning for Visual Question Answering. - Yiyi Zhou; Rongrong Ji; Xiaoshuai Sun; Jinsong Su; Deyu Meng; Yue Gao 002; Chunhua Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Knowing What to Learn: A Metric-Oriented Focal Mechanism for Image Captioning. - Jiayi Ji; Yiwei Ma; Xiaoshuai Sun; Yiyi Zhou; Yongjian Wu 001; Rongrong Ji (IEEE Trans. Image Process., 2022)

Towards Lightweight Transformer Via Group-Wise Transformation for Vision-and-Language Tasks. - Gen Luo; Yiyi Zhou; Xiaoshuai Sun; Yan Wang 059; Liujuan Cao; Yongjian Wu 001; Feiyue Huang; Rongrong Ji (IEEE Trans. Image Process., 2022)

Knowledge-Driven Generative Adversarial Network for Text-to-Image Synthesis. - Jun Peng; Yiyi Zhou; Xiaoshuai Sun; Liujuan Cao; Yongjian Wu 001; Feiyue Huang; Rongrong Ji (IEEE Trans. Multim., 2022)

Towards Real-Time Panoptic Narrative Grounding by an End-to-End Grounding Network. - Haowei Wang 001; Jiayi Ji; Yiyi Zhou; Yongjian Wu 001; Xiaoshuai Sun (AAAI, 2023)

End-to-End Zero-Shot HOI Detection via Vision and Language Knowledge Distillation. - Mingrui Wu; Jiaxin Gu; Yunhang Shen; Mingbao Lin; Chao Chen 026; Xiaoshuai Sun (AAAI, 2023)

Clover: Towards A Unified Video-Language Alignment and Fusion Model. - Jingjia Huang; Yinan Li; Jiashi Feng; Xinglong Wu; Xiaoshuai Sun; Rongrong Ji (CVPR, 2023)

RefCLIP: A Universal Teacher for Weakly Supervised Referring Expression Comprehension. - Lei Jin; Gen Luo; Yiyi Zhou; Xiaoshuai Sun; Guannan Jiang; Annan Shu; Rongrong Ji (CVPR, 2023)

RefTeacher: A Strong Baseline for Semi-Supervised Referring Expression Comprehension. - Jiamu Sun; Gen Luo; Yiyi Zhou; Xiaoshuai Sun; Guannan Jiang; Zhiyu Wang; Rongrong Ji (CVPR, 2023)

X-Mesh: Towards Fast and Accurate Text-driven 3D Stylization via Dynamic Textual Guidance. - Yiwei Ma; Haowei Wang 001; Xiaoqing Zhang; Guannan Jiang; Xiaoshuai Sun; Weilin Zhuang; Jiayi Ji; Rongrong Ji (ICCV, 2023)

PixelFace+: Towards Controllable Face Generation and Manipulation with Text Descriptions and Segmentation Masks. - Xiaoxiong Du; Jun Peng; Yiyi Zhou; Jinlu Zhang 002; Siting Chen; Guannan Jiang; Xiaoshuai Sun; Rongrong Ji (ACM Multimedia, 2023)

Beat: Bi-directional One-to-Many Embedding Alignment for Text-based Person Retrieval. - Yiwei Ma; Xiaoshuai Sun; Jiayi Ji; Guannan Jiang; Weilin Zhuang; Rongrong Ji (ACM Multimedia, 2023)

Beyond First Impressions: Integrating Joint Multi-modal Cues for Comprehensive 3D Representation. - Haowei Wang 001; Jiji Tang; Jiayi Ji; Xiaoshuai Sun; Rongsheng Zhang; Yiwei Ma; Minda Zhao; Lincheng Li; Zeng Zhao; Tangjie Lv; Rongrong Ji (ACM Multimedia, 2023)

Semi-Supervised Panoptic Narrative Grounding. - Danni Yang; Jiayi Ji; Xiaoshuai Sun; Haowei Wang 001; Yinan Li; Yiwei Ma; Rongrong Ji (ACM Multimedia, 2023)

Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models. - Gen Luo; Yiyi Zhou; Tianhe Ren; Shengxin Chen; Xiaoshuai Sun; Rongrong Ji (NeurIPS, 2023)

Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models. - Qiong Wu 012; Wei Yu 004; Yiyi Zhou; Shubin Huang; Xiaoshuai Sun; Rongrong Ji (NeurIPS, 2023)

HSM-QA: Question Answering System Based on Hierarchical Semantic Matching. - Jinlu Zhang 002; Jing He; Yiyi Zhou; Xiaoshuai Sun; Xiao Yu (IEEE Access, 2023)

Towards Efficient Visual Adaption via Structural Re-parameterization. - Gen Luo; Minglang Huang; Yiyi Zhou; Xiaoshuai Sun; Guannan Jiang; Zhiyu Wang; Rongrong Ji (CoRR, 2023)

Towards End-to-end Semi-supervised Learning for One-stage Object Detection. - Gen Luo; Yiyi Zhou; Lei Jin; Xiaoshuai Sun; Rongrong Ji (CoRR, 2023)

Adapting Pre-trained Language Models to Vision-Language Tasks via Dynamic Visual Prompting. - Shubin Huang; Qiong Wu 012; Yiyi Zhou; Weijie Chen; Rongsheng Zhang; Xiaoshuai Sun; Rongrong Ji (CoRR, 2023)

Systematic Investigation of Sparse Perturbed Sharpness-Aware Minimization Optimizer. - Peng Mi; Li Shen 008; Tianhe Ren; Yiyi Zhou; Tianshuo Xu; Xiaoshuai Sun; Tongliang Liu; Rongrong Ji; Dacheng Tao (CoRR, 2023)

Towards General Visual-Linguistic Face Forgery Detection. - Ke Sun 016; Shen Chen; Taiping Yao; Xiaoshuai Sun; Shouhong Ding; Rongrong Ji (CoRR, 2023)

NICE: Improving Panoptic Narrative Detection and Segmentation with Cascading Collaborative Learning. - Haowei Wang 001; Jiayi Ji; Tianyu Guo 005; Yilong Yang 003; Yiyi Zhou; Xiaoshuai Sun; Rongrong Ji (CoRR, 2023)

X-Dreamer: Creating High-quality 3D Content by Bridging the Domain Gap Between Text-to-2D and Text-to-3D Generation. - Yiwei Ma; Yijun Fan; Jiayi Ji; Haowei Wang 001; Xiaoshuai Sun; Guannan Jiang; Annan Shu; Rongrong Ji (CoRR, 2023)

Multi-Branch Distance-Sensitive Self-Attention Network for Image Captioning. - Jiayi Ji; Xiaoyang Huang; Xiaoshuai Sun; Yiyi Zhou; Gen Luo; Liujuan Cao; Jianzhuang Liu; Ling Shao 001; Rongrong Ji (IEEE Trans. Multim., 2023)

Knowing What it is: Semantic-Enhanced Dual Attention Transformer. - Yiwei Ma; Jiayi Ji; Xiaoshuai Sun; Yiyi Zhou; Yongjian Wu 001; Feiyue Huang; Rongrong Ji (IEEE Trans. Multim., 2023)

Fast Monocular Depth Estimation via Side Prediction Aggregation with Continuous Spatial Refinement. - Jipeng Wu; Rongrong Ji; Qiang Wang 023; Shengchuan Zhang; Xiaoshuai Sun; Yan Wang 059; Mingliang Xu 001; Feiyue Huang (IEEE Trans. Multim., 2023)

A Real-Time Global Inference Network for One-Stage Referring Expression Comprehension. - Yiyi Zhou; Rongrong Ji; Gen Luo; Xiaoshuai Sun; Jinsong Su; Xinghao Ding; Chia-Wen Lin; Qi Tian 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Towards local visual modeling for image captioning. - Yiwei Ma; Jiayi Ji; Xiaoshuai Sun; Yiyi Zhou; Rongrong Ji (Pattern Recognit., 2023)

Improving Panoptic Narrative Grounding by Harnessing Semantic Relationships and Visual Confirmation. - Tianyu Guo 005; Haowei Wang 001; Yiwei Ma; Jiayi Ji; Xiaoshuai Sun (AAAI, 2024)

X-RefSeg3D: Enhancing Referring 3D Instance Segmentation via Structured Cross-Modal Graph Neural Networks. - Zhipeng Qian; Yiwei Ma; Jiayi Ji; Xiaoshuai Sun (AAAI, 2024)

Toward Open-Set Human Object Interaction Detection. - Mingrui Wu; Yuqi Liu; Jiayi Ji; Xiaoshuai Sun; Rongrong Ji (AAAI, 2024)

3D-STMN: Dependency-Driven Superpoint-Text Matching Network for End-to-End 3D Referring Expression Segmentation. - Changli Wu; Yiwei Ma; Qi Chen; Haowei Wang 001; Gen Luo; Jiayi Ji; Xiaoshuai Sun (AAAI, 2024)

Towards Efficient Diffusion-Based Image Editing with Instant Attention Masks. - Siyu Zou; Jiji Tang; Yiyi Zhou; Jing He; Chaoyi Zhao; Rongsheng Zhang; Zhipeng Hu; Xiaoshuai Sun (AAAI, 2024)

Rotated Multi-Scale Interaction Network for Referring Remote Sensing Image Segmentation. - Sihan Liu; Yiwei Ma; Xiaoqing Zhang; Haowei Wang 001; Jiayi Ji; Xiaoshuai Sun; Rongrong Ji (CVPR, 2024)

Multi-branch Collaborative Learning Network for 3D Visual Grounding. - Zhipeng Qian; Yiwei Ma; Zhekai Lin; Jiayi Ji; Xiawu Zheng; Xiaoshuai Sun; Rongrong Ji (ECCV (46), 2024)

Exploring Phrase-Level Grounding with Text-to-Image Diffusion Model. - Danni Yang; Ruohan Dong; Jiayi Ji; Yiwei Ma; Haowei Wang 001; Xiaoshuai Sun; Rongrong Ji (ECCV (53), 2024)

AnyTrans: Translate AnyText in the Image with Large Scale Models. - Zhipeng Qian; Pei Zhang 011; Baosong Yang; Kai Fan 002; Yiwei Ma; Derek F. Wong; Xiaoshuai Sun; Rongrong Ji (EMNLP (Findings), 2024)

Towards Omni-supervised Referring Expression Segmentation. - Minglang Huang; Yiyi Zhou; Gen Luo; Guannan Jiang; Weilin Zhuang; Xiaoshuai Sun (ICME, 2024)

Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization. - Jinlu Zhang 002; Yiyi Zhou; Qiancheng Zheng; Xiaoxiong Du; Gen Luo; Jun Peng; Xiaoshuai Sun; Rongrong Ji (ICML, 2024)

X-Oscar: A Progressive Framework for High-quality Text-guided 3D Animatable Avatar Generation. - Yiwei Ma; Zhekai Lin; Jiayi Ji; Yijun Fan; Xiaoshuai Sun; Rongrong Ji (ICML, 2024)

Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models. - Mingrui Wu; Jiayi Ji; Oucheng Huang; Jiale Li; Yuhang Wu 004; Xiaoshuai Sun; Rongrong Ji (ICML, 2024)

SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation. - Danni Yang; Jiayi Ji; Yiwei Ma; Tianyu Guo 005; Haowei Wang 001; Xiaoshuai Sun; Rongrong Ji (ICML, 2024)

QueryMatch: A Query-based Contrastive Learning Framework for Weakly Supervised Visual Grounding. - Shengxin Chen; Gen Luo; Yiyi Zhou; Xiaoshuai Sun; Guannan Jiang; Rongrong Ji (ACM Multimedia, 2024)

Deep Instruction Tuning for Segment Anything Model. - Xiaorui Huang; Gen Luo; Chaoyang Zhu; Bo Tong; Yiyi Zhou; Xiaoshuai Sun; Rongrong Ji (ACM Multimedia, 2024)

3D-GRES: Generalized 3D Referring Expression Segmentation. - Changli Wu; Yihang Liu; Jiayi Ji; Yiwei Ma; Haowei Wang 001; Gen Luo; Henghui Ding; Xiaoshuai Sun; Rongrong Ji (ACM Multimedia, 2024)

StealthDiffusion: Towards Evading Diffusion Forensic Detection through Diffusion Model. - Ziyin Zhou; Ke Sun 016; Zhongxi Chen; Huafeng Kuang; Xiaoshuai Sun; Rongrong Ji (ACM Multimedia, 2024)

DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion. - Ke Sun 016; Shen Chen; Taiping Yao; Hong Liu 009; Xiaoshuai Sun; Shouhong Ding; Rongrong Ji (NeurIPS, 2024)

I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing. - Yiwei Ma; Jiayi Ji; Ke Ye; Weihuang Lin; Zhibin Wang; Yonghan Zheng; Qiang Zhou; Xiaoshuai Sun; Rongrong Ji (NeurIPS, 2024)

RG-SAN: Rule-Guided Spatial Awareness Network for End-to-End 3D Referring Expression Segmentation. - Changli Wu; Qi Chen; Jiayi Ji; Haowei Wang 001; Yiwei Ma; You Huang; Gen Luo; Hao Fei 001; Xiaoshuai Sun; Rongrong Ji (NeurIPS, 2024)

ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models. - Mingrui Wu; Xinyue Cai; Jiayi Ji; Jiale Li; Oucheng Huang; Gen Luo; Hao Fei 001; Guannan Jiang; Xiaoshuai Sun; Rongrong Ji (NeurIPS, 2024)

Not All Attention is Needed: Parameter and Computation Efficient Transfer Learning for Multi-modal Large Language Models. - Qiong Wu 012; Weihao Ye; Yiyi Zhou; Xiaoshuai Sun; Rongrong Ji (CoRR, 2024)

DiffusionFace: Towards a Comprehensive Dataset for Diffusion-Based Face Forgery Analysis. - Zhongxi Chen; Ke Sun 016; Ziyin Zhou; Xianming Lin; Xiaoshuai Sun; Liujuan Cao; Rongrong Ji (CoRR, 2024)

Evaluating and Analyzing Relationship Hallucinations in LVLMs. - Mingrui Wu; Jiayi Ji; Oucheng Huang; Jiale Li; Yuhang Wu 004; Xiaoshuai Sun; Rongrong Ji (CoRR, 2024)

Routing Experts: Learning to Route Dynamic Experts in Multi-modal Large Language Models. - Qiong Wu 012; Zhaoxi Ke; Yiyi Zhou; Gen Luo; Xiaoshuai Sun; Rongrong Ji (CoRR, 2024)

INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal Large Language Model. - Yiwei Ma; Zhibin Wang; Xiaoshuai Sun; Weihuang Lin; Qiang Zhou; Jiayi Ji; Rongrong Ji (CoRR, 2024)

ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models. - Mingrui Wu; Xinyue Cai; Jiayi Ji; Jiale Li; Oucheng Huang; Gen Luo; Hao Fei 001; Xiaoshuai Sun; Rongrong Ji (CoRR, 2024)

TraDiffusion: Trajectory-Based Training-Free Image Generation. - Mingrui Wu; Oucheng Huang; Jiayi Ji; Jiale Li; Xinyue Cai; Huafeng Kuang; Jianzhuang Liu; Xiaoshuai Sun; Rongrong Ji (CoRR, 2024)

Any-to-3D Generation via Hybrid Diffusion Supervision. - Yijun Fan; Yiwei Ma; Jiayi Ji; Xiaoshuai Sun; Rongrong Ji (CoRR, 2024)

Mixed Degradation Image Restoration via Local Dynamic Optimization and Conditional Embedding. - Yubin Gu; Yuan Meng; Xiaoshuai Sun; Jiayi Ji; Weijian Ruan; Rongrong Ji (CoRR, 2024)

Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings. - Qiong Wu 012; Wenhao Lin; Weihao Ye; Yiyi Zhou; Xiaoshuai Sun; Rongrong Ji (CoRR, 2024)

A Survivor in the Era of Large-Scale Pretraining: An Empirical Study of One-Stage Referring Expression Comprehension. - Gen Luo; Yiyi Zhou; Jiamu Sun; Xiaoshuai Sun; Rongrong Ji (IEEE Trans. Multim., 2024)

Towards Language-Guided Visual Recognition via Dynamic Convolutions. - Gen Luo; Yiyi Zhou; Xiaoshuai Sun; Yongjian Wu 001; Yue Gao 002; Rongrong Ji (Int. J. Comput. Vis., 2024)

StoryWeaver: A Unified World Model for Knowledge-Enhanced Story Character Customization. - Jinlu Zhang 002; Jiji Tang; Rongsheng Zhang; Tangjie Lv; Xiaoshuai Sun (AAAI, 2025)

IPDN: Image-enhanced Prompt Decoding Network for 3D Referring Expression Segmentation. - Qi Chen; Changli Wu; Jiayi Ji; Yiwei Ma; Danni Yang; Xiaoshuai Sun (AAAI, 2025)

Towards General Visual-Linguistic Face Forgery Detection. - Ke Sun 016; Shen Chen; Taiping Yao; Ziyin Zhou; Jiayi Ji; Xiaoshuai Sun; Chia-Wen Lin; Rongrong Ji (CVPR, 2025)

ACL: Activating Capability of Linear Attention for Image Restoration. - Yubin Gu; Yuan Meng; Jiayi Ji; Xiaoshuai Sun (CVPR, 2025)

FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression. - Bo Tong; Bokai Lai; Yiyi Zhou; Gen Luo; Yunhang Shen; Ke Li 015; Xiaoshuai Sun; Rongrong Ji (CVPR, 2025)

Routing Experts: Learning to Route Dynamic Experts in Existing Multi-modal Large Language Models. - Qiong Wu 012; Zhaoxi Ke; Yiyi Zhou; Xiaoshuai Sun; Rongrong Ji (ICLR, 2025)

γ-MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models. - Yaxin Luo; Gen Luo; Jiayi Ji; Yiyi Zhou; Xiaoshuai Sun; Zhiqiang Shen; Rongrong Ji (ICLR, 2025)

Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models. - Gen Luo; Yiyi Zhou; Yuxin Zhang 002; Xiawu Zheng; Xiaoshuai Sun; Rongrong Ji (ICLR, 2025)

Optical remote sensing image salient object detection via bidirectional cross-attention and attention restoration. - Yubin Gu; Siting Chen; Xiaoshuai Sun; Jiayi Ji; Yiyi Zhou; Rongrong Ji (Pattern Recognit., 2025)

M3ixup: A multi-modal data augmentation approach for image captioning. - Yinan Li; Jiayi Ji; Xiaoshuai Sun; Yiyi Zhou; Yunpeng Luo; Rongrong Ji (Pattern Recognit., 2025)

ME-FAS: Multimodal Text Enhancement for Cross-Domain Face Anti-Spoofing. - Lvpan Cai; Haowei Wang 001; Jiayi Ji; Xiaoshuai Sun; Liujuan Cao; Rongrong Ji (IEEE Trans. Inf. Forensics Secur., 2025)

AdaFlow: Efficient Long Video Editing via Adaptive Attention Slimming And Keyframe Selection. - Shuheng Zhang; Yuqi Liu; Hongbo Zhou; Jun Peng; Yiyi Zhou; Xiaoshuai Sun; Rongrong Ji (CoRR, 2025)

Towards General Visual-Linguistic Face Forgery Detection(V2). - Ke Sun 016; Shen Chen; Taiping Yao; Ziyin Zhou; Jiayi Ji; Xiaoshuai Sun; Chia-Wen Lin; Rongrong Ji (CoRR, 2025)

Grounded Chain-of-Thought for Multimodal Large Language Models. - Qiong Wu 012; Xiangcong Yang; Yiyi Zhou; Chenxin Fang; Baiyang Song; Xiaoshuai Sun; Rongrong Ji (CoRR, 2025)

ComfyGPT: A Self-Optimizing Multi-Agent System for Comprehensive ComfyUI Workflow Generation. - Oucheng Huang; Yuhang Ma; Zeng Zhao; Mingrui Wu; Jiayi Ji; Rongsheng Zhang; Zhipeng Hu; Xiaoshuai Sun; Rongrong Ji (CoRR, 2025)

MLLM-Selector: Necessity and Diversity-driven High-Value Data Selection for Enhanced Visual Instruction Tuning. - Yiwei Ma; Guohai Xu; Xiaoshuai Sun; Jiayi Ji; Jie Lou; Debing Zhang; Rongrong Ji (CoRR, 2025)

Continual Face Forgery Detection via Historical Distribution Preserving. - Ke Sun 016; Shen Chen; Taiping Yao; Xiaoshuai Sun; Shouhong Ding; Rongrong Ji (Int. J. Comput. Vis., 2025)

Exploring the Collaborative Advantage of Low-level Information on Generalizable AI-Generated Image Detection. - Ziyin Zhou; Ke Sun 016; Zhongxi Chen; Xianming Lin; Yunpeng Luo; Ke Yan; Shouhong Ding; Xiaoshuai Sun (CoRR, 2025)

An Efficient and Mixed Heterogeneous Model for Image Restoration. - Yubin Gu; Yuan Meng; Kaihang Zheng; Xiaoshuai Sun; Jiayi Ji; Weijian Ruan; Liujuan Cao; Rongrong Ji (CoRR, 2025)

Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach. - Lvpan Cai; Haowei Wang 001; Jiayi Ji; YanShu ZhouMen; Yiwei Ma; Xiaoshuai Sun; Liujuan Cao; Rongrong Ji (CoRR, 2025)

Correction: Continual Face Forgery Detection via Historical Distribution Preserving. - Ke Sun 016; Shen Chen; Taiping Yao; Xiaoshuai Sun; Shouhong Ding; Rongrong Ji (Int. J. Comput. Vis., 2025)

JM3D & JM3D-LLM: Elevating 3D Representation With Joint Multi-Modal Cues. - Jiayi Ji; Haowei Wang 001; Changli Wu; Yiwei Ma; Xiaoshuai Sun; Rongrong Ji (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Conditional Diffusion Models for Camouflaged and Salient Object Detection. - Ke Sun 016; Zhongxi Chen; Xianming Lin; Xiaoshuai Sun; Hong Liu 009; Rongrong Ji (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Image Captioning via Dynamic Path Customization. - Yiwei Ma; Jiayi Ji; Xiaoshuai Sun; Yiyi Zhou; Xiaopeng Hong; Yongjian Wu 001; Rongrong Ji (IEEE Trans. Neural Networks Learn. Syst., 2025)

RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning. - Mingrui Wu; Lu Wang 029; Pu Zhao 004; Fangkai Yang; Jianjin Zhang; Jianfeng Liu; Yuefeng Zhan; Weihao Han; Hao Sun 015; Jiayi Ji; Xiaoshuai Sun; Qingwei Lin; et al. (CoRR, 2025)

AIGI-Holmes: Towards Explainable and Generalizable AI-Generated Image Detection via Multimodal Large Language Models. - Ziyin Zhou; Yunpeng Luo; Yuanchen Wu; Ke Sun 016; Jiayi Ji; Ke Yan; Shouhong Ding; Xiaoshuai Sun; Yunsheng Wu; Rongrong Ji (CoRR, 2025)

HRSeg: High-Resolution Visual Perception and Enhancement for Reasoning Segmentation. - Weihuang Lin; Yiwei Ma; Xiaoshuai Sun; Shuting He; Jiayi Ji; Liujuan Cao; Rongrong Ji (CoRR, 2025)

MoIL: Momentum Imitation Learning for Efficient Vision-Language Adaptation. - Gen Luo; Yiyi Zhou; Minglang Huang; Tianhe Ren; Xiaoshuai Sun; Rongrong Ji (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

MIHBench: Benchmarking and Mitigating Multi-Image Hallucinations in Multimodal Large Language Models. - Jiale Li; Mingrui Wu; Zixiang Jin; Hao Chen; Jiayi Ji; Xiaoshuai Sun; Liujuan Cao; Rongrong Ji (CoRR, 2025)

SFIR: Optimizing spatial and frequency domains for image restoration. - Yubin Gu; Yuan Meng; Siting Chen; Jiayi Ji; Xiaoshuai Sun; Weijian Ruan; Rongrong Ji (Pattern Recognit., 2026)

Domain incremental learning for object detection. - Gen Luo; Jiamu Sun; Lei Jin; Yiyi Zhou; Qiang Xu; Rongrong Fu; Xiaoshuai Sun; Rongrong Ji (Pattern Recognit., 2026)