Real-Time Emotion Detection via E-See. - Weixi Gu; Yue Zhang 044; Fei Ma 006; Khalid M. Mosalam; Lin Zhang 001; Shiguang Ni (SenSys, 2018)

Speech Emotion Recognition via Attention-based DNN from Multi-Task Learning. - Fei Ma 006; Weixi Gu; Wei Zhang; Shiguang Ni; Shao-Lun Huang; Lin Zhang 001 (SenSys, 2018)

Multimodal Emotion Recognition by extracting common and modality-specific information. - Wei Zhang; Weixi Gu; Fei Ma 006; Shiguang Ni; Lin Zhang 001; Shao-Lun Huang (SenSys, 2018)

An End-to-End Learning Approach for Multimodal Emotion Recognition: Extracting Common and Private Information. - Fei Ma 006; Wei Zhang; Yang Li 104; Shao-Lun Huang; Lin Zhang 001 (ICME, 2019)

Info-Detection: An Information-Theoretic Approach to Detect Outlier. - Feng Zhao; Fei Ma 006; Yang Li 104; Shao-Lun Huang; Lin Zhang 001 (ICONIP (5), 2019)

Unsupervised anomaly detection via generative adversarial networks: poster abstract. - Hanling Wang; Mingyang Li; Fei Ma 006; Shao-Lun Huang; Lin Zhang 001 (IPSN, 2019)

Person Recognition with HGR Maximal Correlation on Multimodal Data. - Yihua Liang; Fei Ma 006; Yang Li 104; Shao-Lun Huang (ICPR, 2020)

Semi-Supervised Multimodal Image Translation for Missing Modality Imputation. - Wangbin Sun; Fei Ma 006; Yang Li 104; Shao-Lun Huang; Shiguang Ni; Lin Zhang 001 (ICASSP, 2021)

An Efficient Approach for Audio-Visual Emotion Recognition With Missing Labels And Missing Modalities. - Fei Ma 006; Shao-Lun Huang; Lin Zhang 001 (ICME, 2021)

A Semi-supervised Learning Approach for Visual Question Answering based on Maximal Correlation. - Sikai Yin; Fei Ma 006; Shao-Lun Huang (SMC, 2021)

Maximum Likelihood Estimation for Multimodal Learning with Missing Modality. - Fei Ma 006; Xiangxiang Xu 001; Shao-Lun Huang; Lin Zhang 001 (CoRR, 2021)

Poster Abstract: Representation Learning from Multimodal Sensor Data with Maximally Correlated Autoencoders. - Fei Ma 006; Weixi Gu; Shiguang Ni; Lin Zhang 001 (IPSN, 2022)

STAN: Spatial-Temporal Awareness Network for Temporal Action Detection. - Minghao Liu; Haiyi Liu; Sirui Zhao; Fei Ma 006; Minglei Li 001; Zonghong Dai; Hao Wang 076; Tong Xu 001; Enhong Chen (MMSports@MM, 2023)

A Language-Driven Navigation Strategy Integrating Semantic Maps and Large Language Models. - Zhengjun Zhong; Ying He 006; Pengteng Li; Fei Yu; Fei Ma 006 (IROS, 2024)

CodeSwap: Symmetrically Face Swapping Based on Prior Codebook. - Xiangyang Luo; Xin Zhang; Yifan Xie; Xinyi Tong 002; Weijiang Yu; Heng Chang; Fei Ma 006; Fei Richard Yu (ACM Multimedia, 2024)

SegTalker: Segmentation-based Talking Face Generation with Mask-guided Local Editing. - Lingyu Xiong; Xize Cheng; Jintao Tan; Xianjia Wu; Xiandong Li; Lei Zhu; Fei Ma 006; Minglei Li 001; Huang Xu 003; Zhihui Hu (ACM Multimedia, 2024)

Rethinking Efficient and Effective Point-based Networks for Event Camera Classification and Regression: EventMamba. - Hongwei Ren; Yue Zhou 010; Jiadong Zhu; Haotian Fu; Yulong Huang; Xiaopeng Lin; Yuetong Fang; Fei Ma 006; Hao Yu 001; Bojun Cheng (CoRR, 2024)

Generative Technology for Human Emotion Recognition: A Scope Review. - Fei Ma 006; Yucheng Yuan; Yifan Xie; Hongwei Ren; Ivan Liu; Ying He 006; Fuji Ren; Fei Richard Yu; Shiguang Ni (CoRR, 2024)

Learn To Learn More Precisely. - Runxi Cheng; Yongxian Wei; Xianglong He; Wanyun Zhu; Songsong Huang; Fei Richard Yu; Fei Ma 006; Chun Yuan (CoRR, 2024)

Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression. - Haowen Hou; Fei Ma 006; Binwen Bai; Xinxin Zhu; Fei Richard Yu (CoRR, 2024)

GaussianPU: A Hybrid 2D-3D Upsampling Framework for Enhancing Color Point Clouds via 3D Gaussian Splatting. - Zixuan Guo; Yifan Xie; Weijing Xie; Peng Huang; Fei Ma 006; Fei Richard Yu (CoRR, 2024)

SegTalker: Segmentation-based Talking Face Generation with Mask-guided Local Editing. - Lingyu Xiong; Xize Cheng; Jintao Tan; Xianjia Wu; Xiandong Li; Lei Zhu; Fei Ma 006; Minglei Li 001; Huang Xu 003; Zhihu Hu (CoRR, 2024)

A Review of Human Emotion Synthesis Based on Generative Technology. - Fei Ma 006; Yukan Li; Yifan Xie; Ying He 006; Yi Zhang; Hongwei Ren; Zhou Liu; Wei Yao; Fuji Ren; Fei Richard Yu; Shiguang Ni (CoRR, 2024)

Frequency-aware Event Cloud Network. - Hongwei Ren; Fei Ma 006; Xiaopeng Lin; Yuetong Fang; Hongxiang Huang; Yulong Huang; Yue Zhou 010; Haotian Fu; Ziyi Yang; Fei Richard Yu; Bojun Cheng (CoRR, 2024)

Your blush gives you away: detecting hidden mental states with remote photoplethysmography and thermal imaging. - Ivan Liu; Fangyuan Liu; Qi Zhong; Fei Ma 006; Shiguang Ni (PeerJ Comput. Sci., 2024)

Subgraph Invariant Learning Towards Large-Scale Graph Node Classification. - Leilei Wang; Si Shi; Fei Ma 006; Fei Richard Yu; Pengteng Li; Ying Tiffany He (AAAI, 2025)

ReMask-Animate: Refined Character Image Animation Using Mask-Guided Adapters. - Xunzhi Xiang; Haiwei Xue; Zonghong Dai; Di Wang; Minglei Li 001; Ye Yue; Fei Ma 006; Weijiang Yu; Heng Chang; Fei Richard Yu (AAAI, 2025)

PointTalk: Audio-Driven Dynamic Lip Point Cloud for 3D Gaussian-based Talking Head Synthesis. - Yifan Xie; Tao Feng; Xin Zhang; Xiangyang Luo; Zixuan Guo; Weijiang Yu; Heng Chang; Fei Ma 006; Fei Richard Yu (AAAI, 2025)

VisualRWKV: Exploring Recurrent Neural Networks for Visual Language Models. - Haowen Hou; Peigen Zeng; Fei Ma 006; Fei Richard Yu (COLING, 2025)

Training-Free Language-Guided Video Summarization via Multi-Grained Saliency Scoring. - Wei Ge; Yongwei Nie; Fei Ma 006; Keke Tang; Fei Richard Yu; Hongmin Cai; Ping Li 016 (CVM (3), 2025)

DEP-SLAM: A Dynamic Environment Perception SLAM System with Large Language Models. - Ying He 006; E. Richard Yu; Fei Ma 006; Ming Li 011; Guang Zhou (ICASSP, 2025)

DictAvatar: Expressive Facial Avatar Reconstruction with Facial Feature Dictionary. - Zuyin Wu; Zixuan Guo; Yifan Xie; Ying Tiffany He; Fei Ma 006; Fei Richard Yu (ICIC (6), 2025)

CCIS-DIFF: A Generative Model with Stable Diffusion Prior for Controlled Colonoscopy Image Synthesis. - Yifan Xie; Jingge Wang; Tao Feng; Fei Ma 006; Yang Li 104 (ISBI, 2025)

Audio-Driven Talking Face Video Generation with Joint Uncertainty Learning. - Yifan Xie; Fei Ma 006; Yi Bin; Ying He 006; Fei Yu (ICMR, 2025)

Exploring Embodied Multimodal Large Models: Development, datasets, and future directions. - Shoubin Chen; Zehao Wu; Kai Zhang; Chunyu Li; Baiyang Zhang; Fei Ma 006; Fei Richard Yu; Qingquan Li (Inf. Fusion, 2025)

VisualRWKV-HM: Enhancing linear visual-language models via hybrid mixing. - Haowen Hou; Fei Ma 006; Zihang Li; Fei Richard Yu (Inf. Fusion, 2025)

Generative technology for human emotion recognition: A scoping review. - Fei Ma 006; Yucheng Yuan; Yifan Xie; Hongwei Ren; Ivan Liu; Ying He 006; Fuji Ren; Fei Richard Yu; Shiguang Ni (Inf. Fusion, 2025)

MLLM-TA: Leveraging Multimodal Large Language Models for Precise Temporal Video Grounding. - Yi Liu 081; Haowen Hou; Fei Ma 006; Shiguang Ni; Fei Richard Yu (IEEE Signal Process. Lett., 2025)

EmoBench-M: Benchmarking Emotional Intelligence for Multimodal Large Language Models. - He Hu 008; Yucheng Zhou 001; Lianzhong You; Hongbo Xu; Qianning Wang; Zheng Lian; Fei Richard Yu; Fei Ma 006; Laizhong Cui (CoRR, 2025)

Inter3D: A Benchmark and Strong Baseline for Human-Interactive 3D Object Reconstruction. - Gan Chen; Ying He 006; Mulin Yu; F. Richard Yu; Gang Xu; Fei Ma 006; Ming Li 011; Guang Zhou (CoRR, 2025)

Observation-Graph Interaction and Key-Detail Guidance for Vision and Language Navigation. - Yifan Xie; Binkai Ou; Fei Ma 006; Yaohua Liu (CoRR, 2025)

UniSync: A Unified Framework for Audio-Visual Synchronization. - Tao Feng; Yifan Xie; Xun Guan; Jiyuan Song; Zhou Liu; Fei Ma 006; Fei Richard Yu (CoRR, 2025)

Object Isolated Attention for Consistent Story Visualization. - Xiangyang Luo; Junhao Cheng; Yifan Xie; Xin Zhang; Tao Feng; Zhou Liu; Fei Ma 006; Fei Richard Yu (CoRR, 2025)

MuseFace: Text-driven Face Editing via Diffusion-based Mask Generation Approach. - Xin Zhang; Siting Huang; Xiangyang Luo; Yifan Xie; Weijiang Yu; Heng Chang; Fei Ma 006; Fei Yu (CoRR, 2025)

Beyond Empathy: Integrating Diagnostic and Therapeutic Reasoning with Large Language Models for Mental Health Counseling. - He Hu 008; Yucheng Zhou 001; Juzheng Si; Qianning Wang; Hengheng Zhang; Fuji Ren; Fei Ma 006; Laizhong Cui (CoRR, 2025)

Universal Visuo-Tactile Video Understanding for Embodied Interaction. - Yifan Xie; Mingyang Li; Shoujie Li; Xingting Li; Guangyu Chen; Fei Ma 006; Fei Richard Yu; Wenbo Ding (CoRR, 2025)

Enhancing Long Video Question Answering with Scene-Localized Frame Grouping. - Xuyi Yang; Wenhao Zhang; Hongbo Jin; Lin Liu; Hongbo Xu; Yongwei Nie; Fei Yu; Fei Ma 006 (CoRR, 2025)

Invert4TVG: A Temporal Video Grounding Framework with Inversion Tasks for Enhanced Action Understanding. - Zhaoyu Chen; Hongnan Lin; Yongwei Nie; Fei Ma 006; Xuemiao Xu; Fei Yu; Chengjiang Long (CoRR, 2025)

Rethinking Efficient and Effective Point-Based Networks for Event Camera Classification and Regression. - Hongwei Ren; Yue Zhou 010; Jiadong Zhu; Xiaopeng Lin; Haotian Fu; Yulong Huang; Yuetong Fang; Fei Ma 006; Hao Yu 001; Bojun Cheng (IEEE Trans. Pattern Anal. Mach. Intell., 2025)