Exploring Motion Boundary based Sampling and Spatial-Temporal Context Descriptors for Action Recognition. - Xiaojiang Peng; Yu Qiao 001; Qiang Peng; Xianbiao Qi (BMVC, 2013)

Exploring dense trajectory feature and encoding methods for human interaction recognition. - Xiaojiang Peng; Xiao Wu 001; Qiang Peng; Xianbiao Qi; Yu Qiao 001; Yanhua Liu (ICIMCS, 2013)

A Study on Unsupervised Dictionary Learning and Feature Encoding for Action Classification. - Xiaojiang Peng; Qiang Peng; Yu Qiao 001; Junzhou Chen; Mehtab Afzal (CoRR, 2013)

Multi-view Super Vector for Action Recognition. - Zhuowei Cai; Limin Wang 002; Xiaojiang Peng; Yu Qiao 001 (CVPR, 2014)

Action and Gesture Temporal Spotting with Super Vector Representation. - Xiaojiang Peng; Limin Wang 002; Zhuowei Cai; Yu Qiao 001 (ECCV Workshops (1), 2014)

Boosting VLAD with Supervised Dictionary Learning and High-Order Statistics. - Xiaojiang Peng; Limin Wang 002; Yu Qiao 001; Qiang Peng (ECCV (3), 2014)

Action Recognition with Stacked Fisher Vectors. - Xiaojiang Peng; Changqing Zou; Yu Qiao 001; Qiang Peng (ECCV (5), 2014)

A Joint Evaluation of Dictionary Learning and Feature Encoding for Action Recognition. - Xiaojiang Peng; Limin Wang 002; Yu Qiao 001; Qiang Peng (ICPR, 2014)

Motion boundary based sampling and 3D co-occurrence descriptors for action recognition. - Xiaojiang Peng; Yu Qiao 001; Qiang Peng (Image Vis. Comput., 2014)

Large Margin Dimensionality Reduction for Action Similarity Labeling. - Xiaojiang Peng; Yu Qiao 001; Qiang Peng; Qiong-Hua Wang (IEEE Signal Process. Lett., 2014)

Multi-view descriptor mining via codeword net for action recognition. - Jingyu Liu 004; Yongzhen Huang; Xiaojiang Peng; Liang Wang 001 (ICIP, 2015)

Sketch-based 3-D modeling for piecewise planar objects in single images. - Changqing Zou; Xiaojiang Peng; Hao Lv; Shifeng Chen; Hongbo Fu 001; Jianzhuang Liu (Comput. Graph., 2015)

Gradient-based compressive sensing for noise image and video reconstruction. - Huihuang Zhao; Yaonan Wang; Xiaojiang Peng; Zhijun Qiao (IET Commun., 2015)

Multi-region Two-Stream R-CNN for Action Detection. - Xiaojiang Peng; Cordelia Schmid (ECCV (4), 2016)

Bag of visual words and fusion methods for action recognition: Comprehensive study and good practice. - Xiaojiang Peng; Limin Wang 002; Xingxing Wang; Yu Qiao 001 (Comput. Vis. Image Underst., 2016)

An example-based approach to 3D man-made object reconstruction from line drawings. - Changqing Zou; Tianfan Xue; Xiaojiang Peng; Honghua Li; Baochang Zhang 001; Ping Tan; Jianzhuang Liu (Pattern Recognit., 2016)

Group emotion recognition with individual facial emotion CNNs and global image based CNNs. - Lianzhi Tan; Kaipeng Zhang; Kai Wang 036; Xiaoxing Zeng; Xiaojiang Peng; Yu Qiao 001 (ICMI, 2017)

Cascade Attention Networks For Group Emotion Recognition with Face, Body and Image Cues. - Kai Wang 036; Xiaoxing Zeng; Jianfei Yang; Debin Meng; Kaipeng Zhang; Xiaojiang Peng; Yu Qiao 001 (ICMI, 2018)

Deep Recurrent Multi-instance Learning with Spatio-temporal Features for Engagement Intensity Prediction. - Jianfei Yang; Kai Wang 036; Xiaojiang Peng; Yu Qiao 001 (ICMI, 2018)

Frankenstein: Learning Deep Face Representations Using Small Data. - Guosheng Hu; Xiaojiang Peng; Yongxin Yang; Timothy M. Hospedales; Jakob Verbeek (IEEE Trans. Image Process., 2018)

Residual Compensation Networks for Heterogeneous Face Recognition. - Zhongying Deng; Xiaojiang Peng; Yu Qiao 001 (AAAI, 2019)

DF2Net: A Dense-Fine-Finer Network for Detailed 3D Face Reconstruction. - Xiaoxing Zeng; Xiaojiang Peng; Yu Qiao 001 (ICCV, 2019)

Frame Attention Networks for Facial Expression Recognition in Videos. - Debin Meng; Xiaojiang Peng; Kai Wang 036; Yu Qiao 001 (ICIP, 2019)

Visual-Textual Sentiment Analysis in Product Reviews. - Jin Ye 002; Xiaojiang Peng; Yu Qiao 001; Hao Xing; Junli Li; Rongrong Ji (ICIP, 2019)

Exploring Regularizations with Face, Body and Image Cues for Group Cohesion Prediction. - Da Guo; Kai Wang 036; Jianfei Yang; Kaipeng Zhang; Xiaojiang Peng; Yu Qiao 001 (ICMI, 2019)

Bootstrap Model Ensemble and Rank Loss for Engagement Intensity Regression. - Kai Wang 036; Jianfei Yang; Da Guo; Kaipeng Zhang; Xiaojiang Peng; Yu Qiao 001 (ICMI, 2019)

Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition. - Hengshun Zhou; Debin Meng; Yuanyuan Zhang; Xiaojiang Peng; Jun Du 002; Kai Wang 036; Yu Qiao 001 (ICMI, 2019)

AnoPCN: Video Anomaly Detection via Deep Predictive Coding Network. - Muchao Ye; Xiaojiang Peng; Weihao Gan; Wei Wu 021; Yu Qiao 001 (ACM Multimedia, 2019)

Recurrent Metric Networks and Batch Multiple Hypothesis for Multi-Object Tracking. - Longtao Chen; Xiaojiang Peng; Mingwu Ren (IEEE Access, 2019)

Product Image Recognition with Guidance Learning and Noisy Supervision. - Qing Li 058; Xiaojiang Peng; Liangliang Cao; Wenbin Du; Hao Xing; Yu Qiao 001 (CoRR, 2019)

Learning Category Correlations for Multi-label Image Recognition with Graph Networks. - Qing Li 058; Xiaojiang Peng; Yu Qiao 001; Qiang Peng (CoRR, 2019)

Image Encryption with The Cross Diffusion of Two Chaotic Maps. - Ge Jiao; Xiaojiang Peng; Kaiwen Duan (KSII Trans. Internet Inf. Syst., 2019)

Mutual Component Convolutional Neural Networks for Heterogeneous Face Recognition. - Zhongying Deng; Xiaojiang Peng; Zhifeng Li 001; Yu Qiao 001 (IEEE Trans. Image Process., 2019)

Multiple Transfer Learning and Multi-label Balanced Training Strategies for Facial AU Detection In the Wild. - Sijie Ji; Kai Wang 036; Xiaojiang Peng; Jianfei Yang; Zhaoyang Zeng; Yu Qiao 001 (CVPR Workshops, 2020)

Suppressing Uncertainties for Large-Scale Facial Expression Recognition. - Kai Wang 036; Xiaojiang Peng; Jianfei Yang; Shijian Lu; Yu Qiao 001 (CVPR, 2020)

Visual Compositional Learning for Human-Object Interaction Detection. - Zhi Hou; Xiaojiang Peng; Yu Qiao 001; Dacheng Tao (ECCV (15), 2020)

Suppressing Mislabeled Data via Grouping and Self-attention. - Xiaojiang Peng; Kai Wang 036; Zhaoyang Zeng; Qing Li 058; Jianfei Yang; Yu Qiao 001 (ECCV (16), 2020)

Attention-Driven Dynamic Graph Convolutional Network for Multi-label Image Recognition. - Jin Ye 002; Junjun He; Xiaojiang Peng; Wenhao Wu; Yu Qiao 001 (ECCV (21), 2020)

Learning Discriminative Representation For Facial Expression Recognition From Uncertainties. - Xingyu Fan; Zhongying Deng; Kai Wang 036; Xiaojiang Peng; Yu Qiao 001 (ICIP, 2020)

A Comprehensive Study on Temporal Modeling for Online Action Detection. - Wen Wang 012; Xiaojiang Peng; Yu Qiao 001; Jian Cheng 003 (CoRR, 2020)

AU-Guided Unsupervised Domain Adaptive Facial Expression Recognition. - Kai Wang 036; Yuxin Gu; Xiaojiang Peng; Baigui Sun; Hao Li 030 (CoRR, 2020)

Product image recognition with guidance learning and noisy supervision. - Qing Li 058; Xiaojiang Peng; Liangliang Cao; Wenbin Du; Hao Xing; Yu Qiao 001; Qiang Peng (Comput. Vis. Image Underst., 2020)

Cascade multi-head attention networks for action recognition. - Jiaze Wang; Xiaojiang Peng; Yu Qiao 001 (Comput. Vis. Image Underst., 2020)

Finding hard faces with better proposals and classifier. - Xiaoxing Zeng; Xiaojiang Peng; Yali Wang 001; Yu Qiao 001 (Mach. Vis. Appl., 2020)

Learning label correlations for multi-label image recognition with graph networks. - Qing Li 058; Xiaojiang Peng; Yu Qiao 001; Qiang Peng (Pattern Recognit. Lett., 2020)

Region Attention Networks for Pose and Occlusion Robust Facial Expression Recognition. - Kai Wang 036; Xiaojiang Peng; Jianfei Yang; Debin Meng; Yu Qiao 001 (IEEE Trans. Image Process., 2020)

Affordance Transfer Learning for Human-Object Interaction Detection. - Zhi Hou; Baosheng Yu; Yu Qiao 001; Xiaojiang Peng; Dacheng Tao (CVPR, 2021)

Detecting Human-Object Interaction via Fabricated Compositional Learning. - Zhi Hou; Baosheng Yu; Yu Qiao 001; Xiaojiang Peng; Dacheng Tao (CVPR, 2021)

Sequential Interactive Biased Network for Context-Aware Emotion Recognition. - Xinpeng Li 004; Xiaojiang Peng; Changxing Ding (IJCB, 2021)

Learning to Cluster Faces via Transformer. - Jinxing Ye; Xiaojiang Peng; Baigui Sun; Kai Wang 036; Xiuyu Sun; Hao Li 030; Hanqing Wu (CoRR, 2021)

An Efficient Training Approach for Very Large Scale Face Recognition. - Kai Wang 036; Shuo Wang 001; Zhipeng Zhou; Xiaobo Wang; Xiaojiang Peng; Baigui Sun; Hao Li 030; Yang You 001 (CoRR, 2021)

Spatial and Temporal Networks for Facial Expression Recognition in the Wild Videos. - Shuyi Mao; Xinqi Fan; Xiaojiang Peng (CoRR, 2021)

Self-Ensemling for 3D Point Cloud Domain Adaption. - Qing Li 058; Xiaojiang Peng; Qi Hao (CoRR, 2021)

TTPP: Temporal Transformer with Progressive Prediction for efficient action anticipation. - Wen Wang 012; Xiaojiang Peng; Yanzhou Su; Yu Qiao 001; Jian Cheng 003 (Neurocomputing, 2021)

An Efficient Training Approach for Very Large Scale Face Recognition. - Kai Wang 036; Shuo Wang 001; Panpan Zhang; Zhipeng Zhou; Zheng Zhu; Xiaobo Wang; Xiaojiang Peng; Baigui Sun; Hao Li 030; Yang You 001 (CVPR, 2022)

Video Frame Interpolation Based on Deformable Kernel Region. - Haoyue Tian; Pan Gao 001; Xiaojiang Peng (IJCAI, 2022)

Rail Detection: An Efficient Row-based Network and a New Benchmark. - Xinpeng Li 004; Xiaojiang Peng (ACM Multimedia, 2022)

Stereo Matching with Cost Volume based Sparse Disparity Propagation. - Wei Xue; Xiaojiang Peng (CoRR, 2022)

Video Frame Interpolation Based on Deformable Kernel Region. - Haoyue Tian; Pan Gao; Xiaojiang Peng (CoRR, 2022)

Video-based Smoky Vehicle Detection with A Coarse-to-Fine Framework. - Xiaojiang Peng; Xiaomao Fan; Qingyang Wu; Jieyan Zhao; Pan Gao (CoRR, 2022)

AU-Supervised Convolutional Vision Transformers for Synthetic Facial Expression Recognition. - Shuyi Mao; Xinpeng Li 004; Junyao Chen; Xiaojiang Peng (CoRR, 2022)

AU-Aware Vision Transformers for Biased Facial Expression Recognition. - Shuyi Mao; Xinpeng Li 004; Qingyang Wu; Xiaojiang Peng (CoRR, 2022)

IncepFormer: Efficient Inception Transformer with Pyramid Pooling for Semantic Segmentation. - Lihua Fu; Haoyue Tian; Xiangping Bryce Zhai; Pan Gao; Xiaojiang Peng (CoRR, 2022)

Joint 3D facial shape reconstruction and texture completion from a single image. - Xiaoxing Zeng; Zhelun Wu; Xiaojiang Peng; Yu Qiao 001 (Comput. Vis. Media, 2022)

Unsupervised person re-identification with multi-label learning guided self-paced clustering. - Qing Li 058; Xiaojiang Peng; Yu Qiao 001; Qi Hao (Pattern Recognit., 2022)

Semi-Supervised Multimodal Emotion Recognition with Expression MAE. - Zebang Cheng; Yuxiang Lin; Zhaoru Chen; Xiang Li; Shuyi Mao; Fan Zhang 111; Daijun Ding; Bowen Zhang; Xiaojiang Peng (ACM Multimedia, 2023)

Real-time UAV Localization and Tracking in Multi-Weather Conditions using Multispectral Image Analysis. - Yuxiang Lin; Xiaojiang Peng; Jiahe Yu; Wei Chen; Yan Wu; Hu Liu (RCAR, 2023)

The Snowflake Hypothesis: Training Deep GNN with One Node One Receptive field. - Kun Wang 042; Guohao Li 001; Shilong Wang 002; Guibin Zhang; Kai Wang 036; Yang You 001; Xiaojiang Peng; Yuxuan Liang; Yang Wang 015 (CoRR, 2023)

A Challenge Dataset and Effective Models for Conversational Stance Detection. - Fuqiang Niu; Min Yang 007; Ang Li; Baoquan Zhang; Xiaojiang Peng; Bowen Zhang 005 (LREC/COLING, 2024)

Dataset Growth. - Ziheng Qin; Zhaopan Xu; Yukun Zhou; Zangwei Zheng; Zebang Cheng; Hao Tang 005; Lei Shang; Baigui Sun; Xiaojiang Peng; Radu Timofte; Hongxun Yao; Kai Wang 036; et al. (ECCV (9), 2024)

DSMix: Distortion-Induced Sensitivity Map Based Pre-training for No-Reference Image Quality Assessment. - Jinsong Shi; Pan Gao 001; Xiaojiang Peng; Jie Qin (ECCV (70), 2024)

NuwaDynamics: Discovering and Updating in Causal Spatio-Temporal Modeling. - Kun Wang 056; Hao Wu; Yifan Duan; Guibin Zhang; Kai Wang 036; Xiaojiang Peng; Yu Zheng 004; Yuxuan Liang; Yang Wang 015 (ICLR, 2024)

The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field. - Kun Wang 056; Guohao Li 001; Shilong Wang 002; Guibin Zhang; Kai Wang 036; Yang You 001; Junfeng Fang; Xiaojiang Peng; Yuxuan Liang; Yang Wang 015 (KDD, 2024)

Two in One Go: Single-stage Emotion Recognition with Decoupled Subject-context Transformer. - Xinpeng Li 004; Teng Wang; Jian Zhao 006; Shuyi Mao; Jinbao Wang; Feng Zheng; Xiaojiang Peng; Xuelong Li 001 (ACM Multimedia, 2024)

Multimodal Multi-turn Conversation Stance Detection: A Challenge Dataset and Effective Model. - Fuqiang Niu; Zebang Cheng; Xianghua Fu; Xiaojiang Peng; Genan Dai; Yin Chen; Hu Huang 009; Bowen Zhang 005 (ACM Multimedia, 2024)

SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition. - Zebang Cheng; Shuyuan Tu; Dawei Huang; Minghan Li; Xiaojiang Peng; Zhi-Qi Cheng; Alexander G. Hauptmann (MRAC@MM, 2024)

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning. - Zebang Cheng; Zhi-Qi Cheng; Jun-Yan He; Kai Wang 036; Yuxiang Lin; Zheng Lian; Xiaojiang Peng; Alexander G. Hauptmann (NeurIPS, 2024)

Semi-supervised Knowledge Transfer Across Multi-omic Single-cell Data. - Fan Zhang 111; Tianyu Liu 001; Zihao Chen; Xiaojiang Peng; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001; Hongyu Zhao 003 (NeurIPS, 2024)

A Comprehensive Exploration on Detecting Fake Images Generated by Stable Diffusion. - Jingyi Chen; Xiaolong Wang; Zhijian He; Xiaojiang Peng (PRCV (1), 2024)

MIPS at SemEval-2024 Task 3: Multimodal Emotion-Cause Pair Extraction in Conversations with Multimodal Language Models. - Zebang Cheng; Fuqiang Niu; Yuxiang Lin; Zhi-Qi Cheng; Xiaojiang Peng; Bowen Zhang 005 (SemEval@NAACL, 2024)

MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition. - Fan Zhang 111; Xiaobao Guo; Xiaojiang Peng; Alex C. Kot (CoRR, 2024)

3D Landmark Detection on Human Point Clouds: A Benchmark and A Dual Cascade Point Transformer Framework. - Fan Zhang 111; Shuyi Mao; Qing Li; Xiaojiang Peng (CoRR, 2024)

CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networks. - Yifan Duan; Guibin Zhang; Shilong Wang 002; Xiaojiang Peng; Ziqi Wang; Junyuan Mao; Hao Wu; Xinke Jiang; Kun Wang 056 (CoRR, 2024)

Efficient sEMG-based Cross-Subject Joint Angle Estimation via Hierarchical Spiking Attentional Feature Decomposition Network. - Xin Zhou; Chuang Lin; Can Wang; Xiaojiang Peng (CoRR, 2024)

LEAF: Unveiling Two Sides of the Same Coin in Semi-supervised Facial Expression Recognition. - Fan Zhang 094; Zhi-Qi Cheng; Jian Zhao 006; Xiaojiang Peng; Xuelong Li 001 (CoRR, 2024)

MM-TTS: A Unified Framework for Multimodal, Prompt-Induced Emotional Text-to-Speech Synthesis. - Xiang Li; Zhi-Qi Cheng; Jun-Yan He; Xiaojiang Peng; Alexander G. Hauptmann (CoRR, 2024)

A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training. - Kai Wang 036; Yukun Zhou; Mingjia Shi; Zhihang Yuan; Yuzhang Shang; Xiaojiang Peng; Hanwang Zhang; Yang You 001 (CoRR, 2024)

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning. - Zebang Cheng; Zhi-Qi Cheng; Jun-Yan He; Jingdong Sun; Kai Wang 036; Yuxiang Lin; Zheng Lian; Xiaojiang Peng; Alexander Hauptmann 001 (CoRR, 2024)

DSMix: Distortion-Induced Sensitivity Map Based Pre-training for No-Reference Image Quality Assessment. - Jinsong Shi; Pan Gao; Xiaojiang Peng; Jie Qin (CoRR, 2024)

FlexEdit: Marrying Free-Shape Masks to VLLM for Flexible Image Editing. - Jue Wang; Yuxiang Lin; Tianshuo Yuan; Zhi-Qi Cheng; Xiaolong Wang; Jiao GH; Wei Chen; Xiaojiang Peng (CoRR, 2024)

DPDEdit: Detail-Preserved Diffusion Models for Multimodal Fashion Image Editing. - Xiaolong Wang; Zhi-Qi Cheng; Jue Wang; Xiaojiang Peng (CoRR, 2024)

Mamba-Enhanced Text-Audio-Video Alignment Network for Emotion Recognition in Conversations. - Xinran Li; Xiaomao Fan; Qingyang Wu; Xiaojiang Peng; Ye Li 002 (CoRR, 2024)

Is Graph Convolution Always Beneficial For Every Feature? - Yilun Zheng; Xiang Li; Sitao Luan; Xiaojiang Peng; Lihui Chen (CoRR, 2024)

Rethinking Structure Learning For Graph Neural Networks. - Yilun Zheng; Zhuofan Zhang; Ziming Wang; Xiang Li; Sitao Luan; Xiaojiang Peng; Lihui Chen (CoRR, 2024)

Faster Vision Mamba is Rebuilt in Minutes via Merged Token Re-training. - Mingjia Shi; Yuhao Zhou; Ruiji Yu; Zekai Li; Zhiyuan Liang; Xuanlei Zhao; Xiaojiang Peng; Tanmay Rajpurohit; Shanmukha Ramakrishna Vedantam; Wangbo Zhao; Kai Wang 036; Yang You 001 (CoRR, 2024)

Invisible gas detection: An RGB-thermal cross attention network and a new benchmark. - Jue Wang; Yuxiang Lin; Qi Zhao; Dong Luo; Shuaibao Chen; Wei Chen; Xiaojiang Peng (Comput. Vis. Image Underst., 2024)

Graph Attentive Dual Ensemble learning for Unsupervised Domain Adaptation on point clouds. - Qing Li 058; Chuan Yan; Qi Hao; Xiaojiang Peng; Li Liu (Pattern Recognit., 2024)

DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval. - Fan Zhang 111; Changhu Wang; Zebang Cheng; Xiaojiang Peng; Dongjie Wang; Yijia Xiao; Chong Chen 002; Xian-Sheng Hua 001; Xiao Luo 001 (AAAI, 2025)

MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification. - Xu Zhao Pan; Pengfei Zhou; Jiaxin Ai; Wangbo Zhao; Kai Wang 036; Xiaojiang Peng; Wenqi Shao; Hongxun Yao; Kaipeng Zhang (ACL (Findings), 2025)

Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models. - Yuxiang Lin; Jingdong Sun; Zhi-Qi Cheng; Jue Wang; Haomin Liang; Zebang Cheng; Yifei Dong; Jun-Yan He; Xiaojiang Peng; Xian-Sheng Hua 001 (CVPR Workshops, 2025)

A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training. - Kai Wang 036; Mingjia Shi; Yukun Zhou; Zekai Li; Zhihang Yuan; Yuzhang Shang; Xiaojiang Peng; Hanwang Zhang; Yang You 001 (CVPR, 2025)

Enhancing 6D Pose Estimation with Cross-modal Fusion Network and Density-peak Keypoint Localization. - Liming Zhang 007; Qing Li; Zhenhong Chen; Chuan Yan; Xiaojiang Peng (ICASSP, 2025)

UMETTS: A Unified Framework for Emotional Text-to-Speech Synthesis with Multimodal Prompts. - Xiang Li; Zhi-Qi Cheng; Jun-Yan He; Junyao Chen; Xiaomao Fan; Xiaojiang Peng; Alexander G. Hauptmann (ICASSP, 2025)

Open-Vocabulary Visual Emotion Adaptation via Prompt Learning. - Zhaopan Xu; Sicheng Zhao; Xiaojiang Peng; Hongxun Yao (ICASSP, 2025)

DeformAvatar: Point-Based Human Avatar Re-targeting and Rendering. - Renyi Zhan; Zhi-Qi Cheng; Junyao Chen; Xiaojiang Peng (ICASSP, 2025)

Let Your Features Tell The Differences: Understanding Graph Convolution By Feature Splitting. - Yilun Zheng; Xiang Li; Sitao Luan; Xiaojiang Peng; Lihui Chen (ICLR, 2025)

LEAF: Unveiling two sides of the same coin in semi-supervised facial expression recognition. - Fan Zhang 111; Zhi-Qi Cheng; Jian Zhao 006; Xiaojiang Peng; Xuelong Li 001 (Comput. Vis. Image Underst., 2025)

Self-ensembling for 3D point cloud domain adaptation. - Qing Li 058; Xiaojiang Peng; Chuan Yan; Pan Gao; Qi Hao (Image Vis. Comput., 2025)

Large Language Model Enhanced Logic Tensor Network for Stance Detection. - Genan Dai; Jiayu Liao; Sicheng Zhao; Xianghua Fu; Xiaojiang Peng; Hu Huang 009; Bowen Zhang 005 (Neural Networks, 2025)

Facial Action Units as a Joint Dataset Training Bridge for Facial Expression Recognition. - Shuyi Mao; Xinpeng Li 004; Fan Zhang 111; Xiaojiang Peng; Yang Yang 002 (IEEE Trans. Multim., 2025)

AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models. - Zheng Lian; Haoyu Chen 001; Lan Chen; Haiyang Sun 004; Licai Sun; Yong Ren; Zebang Cheng; Bin Liu 041; Rui Liu 008; Xiaojiang Peng; Jiangyan Yi; Jianhua Tao 001 (CoRR, 2025)

Tucker Decomposition-Enhanced Dynamic Graph Convolutional Networks for Crowd Flows Prediction. - Genan Dai; Weiyang Kong; Yubao Liu; Bowen Zhang 005; Xiaojiang Peng; Xiaomao Fan; Hu Huang 009 (ACM Trans. Intell. Syst. Technol., 2025)

MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification. - Zhaopan Xu; Pengfei Zhou; Jiaxin Ai; Wangbo Zhao; Kai Wang 036; Xiaojiang Peng; Wenqi Shao; Hongxun Yao; Kaipeng Zhang (CoRR, 2025)

PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models. - Zhaopan Xu; Pengfei Zhou; Weidong Tang; Jiaxin Ai; Wangbo Zhao; Xiaojiang Peng; Kai Wang 036; Yang You 001; Wenqi Shao; Hongxun Yao; Kaipeng Zhang (CoRR, 2025)

sEMG-Based Joint Angle Estimation via Hierarchical Spiking Attentional Feature Decomposition Network. - Xin Zhou; Chuang Lin 001; Can Wang 002; Xiaojiang Peng (IEEE Robotics Autom. Lett., 2025)

Dynamic Vision Mamba. - Mengxuan Wu; Zekai Li; Zhiyuan Liang; Moyang Li; Xuanlei Zhao; Samir Khaki; Zheng Zhu; Xiaojiang Peng; Konstantinos N. Plataniotis; Kai Wang 036; Wangbo Zhao; Yang You 001 (CoRR, 2025)

MER 2025: When Affective Computing Meets Large Language Models. - Zheng Lian; Rui Liu 008; Kele Xu; Bin Liu 041; Xuefei Liu; Yazhou Zhang; Xin Liu 012; Yong Li; Zebang Cheng; Haolin Zuo; Ziyang Ma 001; Xiaojiang Peng; et al. (CoRR, 2025)

Emotion-Qwen: Training Hybrid Experts for Unified Emotion and General Vision-Language Understanding. - Dawei Huang; Qing Li; Chuan Yan; Zebang Cheng; Yurong Huang; Xiang Li; Bin Li; Xiaohui Wang; Zheng Lian; Xiaojiang Peng (CoRR, 2025)

EMER-Ranker: Learning to Rank Emotion Descriptions in the Absence of Ground Truth. - Zheng Lian; Licai Sun; Haoyu Chen 001; Zebang Cheng; Fan Zhang; Ziyu Jia; Ziyang Ma 001; Fei Ma; Xiaojiang Peng; Jianhua Tao 001 (CoRR, 2025)

EA-ViT: Efficient Adaptation for Elastic Vision Transformer. - Chen Zhu; Wangbo Zhao; Huiwen Zhang; Samir Khaki; Yuhao Zhou; Weidong Tang; Shuo Wang 001; Zhihang Yuan; Yuzhang Shang; Xiaojiang Peng; Kai Wang 036; Dawei Yang (CoRR, 2025)

cVAN: A Novel Sleep Staging Method via Cross-View Alignment Network. - Zhanjiang Yang; Meiyu Qiu; Xiaomao Fan; Genan Dai; Wenjun Ma; Xiaojiang Peng; Xianghua Fu; Ye Li 002 (IEEE J. Biomed. Health Informatics, 2025)

MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models. - Fan Zhang; Zebang Cheng; Chong Deng; Haoxuan Li; Zheng Lian; Qian Chen; Huadai Liu; Wen Wang; Yifan Zhang 004; Renrui Zhang; Ziyu Guo; Zhihong Zhu; et al. (CoRR, 2025)