An Integrative Approach to Chinese Named Entity Recognition. - Degen Huang; Xiao Sun 003 (ALPIT, 2007)

HMM and CRF Based Hybrid Model for Chinese Lexical Analysis. - Degen Huang; Xiao Sun 003; Shidou Jiao; Lishuang Li; Zhuoye Ding; Ru Wan (IJCNLP, 2008)

Dual-chain Unequal-state CRF for Chinese new word detection and POS tagging. - Xiao Sun 003; Fuji Ren; Degen Huang (NLPKE, 2008)

Extended super function based Chinese Japanese machine translation. - Xiao Sun 003; Fuji Ren; Degen Huang (NLPKE, 2009)

Chinese base phrases chunking based on latent semi-CRF model. - Xiao Sun 003; Xiaoli Nan (NLPKE, 2010)

Detecting New Words from Chinese Text Using Latent Semi-CRF Models. - Xiao Sun 003; Degen Huang; Fuji Ren (IEICE Trans. Inf. Syst., 2010)

Nested Template-based Model for Chinese-Japanese Machine Translation. - Xiao Sun 003; Degen Huang (CSE, 2011)

Chinese Noun Phrases Chunking: A Latent Discriminative Model with Global Features. - Xiao Sun 003; Xiaoli Nan (CSE, 2011)

A Courseware Developing Model Based on Knowledge Modeling. - Dandan Zhao; Chunli Xie; Xiao Sun 003; Lingfen Wang (CSEE (4), 2011)

A discriminative latent model for Chinese multiword expression extraction. - Xiao Sun 003 (NLPKE, 2011)

Reverse universal triple I method of (1, 1, 2) type for the Lukasiewicz implication. - Yiming Tang 001; Fuji Ren; Xiao Sun 003; Yanxiang Chen (NLPKE, 2011)

Chinese New Word Identification: A Latent Discriminative Model with Global Features. - Xiao Sun 003; Degen Huang; Hai-Yu Song; Fuji Ren (J. Comput. Sci. Technol., 2011)

A MMSM-based Hybrid Method for Chinese MicroBlog Word Segmentation. - Xiao Sun 003; Chengcheng Li; Chenyi Tang; Jiaqi Ye (CIPS-SIGHAN, 2012)

Estimation of earnings manipulation in U.S. listed companies based on weighted discriminative model. - Xiaoli Nan; Xiao Sun 003; Tieshan Hou (CCIS, 2012)

Mining Semantic Orientation of Multiword Expression from Chinese Microblogging with Discriminative Latent Model. - Xiao Sun 003; Chengcheng Li; Chenyi Tang; Fuji Ren (IALP, 2013)

Microblogging hot events emotion analysis based on Ren-CECps. - Ning Liu; Fuji Ren; Xiao Sun 003; Changqin Quan (SII, 2013)

Mining the impact of social news on the emotions of users based on deep model. - Xiao Sun 003; Fei Gao; Fuji Ren (CCIS, 2014)

Modeling blog user for Chinese micro-blog sentiment classification with fuzzy SVM. - Xiao Sun 003; Chengcheng Li; Fuji Ren (CCIS, 2014)

New word detection and emotional tendency judgment based on mixed model. - Xiao Sun 003; Chongyuan Sun; Fuji Ren (CCIS, 2014)

Hybrid model based sentiment classification of Chinese micro-blog. - Xiao Sun 003; Chengcheng Li (ICAILP, 2014)

Chinese Microblog Sentiment Classification Based on Deep Belief Nets with Extended Multi-Modality Features. - Xiao Sun 003; Chengcheng Li; Wanyi Xu; Fuji Ren (ICDM Workshops, 2014)

Word Frequency Statistics Model for Chinese Base Noun Phrase Identification. - Lu Kong; Fuji Ren; Xiao Sun 003; Changqin Quan (ICIC (2), 2014)

Multi-strategy Based Sina Microblog Data Acquisition for Opinion Mining. - Xiao Sun 003; Jia-qi Ye; Fuji Ren (ICIC (2), 2014)

Real Time Early-stage Influenza Detection with Emotion Factors from Sina Microblog. - Xiao Sun 003; Jiaqi Ye; Fuji Ren (WSSANLP@COLING, 2014)

Semantic polarity detection of Chinese multiword expression in microblogging based on discriminative latent model. - Xiao Sun 003 (J. Intell. Fuzzy Syst., 2014)

Chinese microblog sentiment classification based on convolution neural network with content extension method. - Xiao Sun 003; Fei Gao; Chengcheng Li; Fuji Ren (ACII, 2015)

Hybrid Model Based Influenza Detection with Sentiment Analysis from Social Networks. - Xiao Sun 003; Jia-qi Ye; Fuji Ren (SMP, 2015)

基于深层结构模型的新词发现与情感倾向判定 (New Word Detection and Emotional Tendency Judgment Based on Deep Structured Model). - Xiao Sun 003; Chongyuan Sun; Fuji Ren (计算机科学, 2015)

Chinese micro-blog sentiment analysis based on semantic features and PAD model. - Fei Gao; Xiao Sun 003; Kunxia Wang; Fuji Ren (ICIS, 2016)

Detect the emotions of the public based on cascade neural network model. - Xiao Sun 003; Xiaoqi Peng; Fuji Ren (ICIS, 2016)

Emotional element detection and tendency judgment based on mixed model with deep features. - Xiao Sun 003; Chongyuan Sun; Fuji Ren; Fang Tian; Kunxia Wang (ICIS, 2016)

A database for emotional interactions of the elderly. - Kunxia Wang; ZongBao Zhu; Shidong Wang; Xiao Sun 003; Lian Li (ICIS, 2016)

Sentiment analysis for Chinese microblog based on deep neural networks with convolutional extension features. - Xiao Sun 003; Chengcheng Li; Fuji Ren (Neurocomputing, 2016)

Detecting influenza states based on hybrid model with personal emotional factors from social networks. - Xiao Sun 003; Jia-qi Ye; Fuji Ren (Neurocomputing, 2016)

A multi-granularity data augmentation based fusion neural network model for short text sentiment analysis. - Xiao Sun 003; Jiajin He; Changqin Quan (ACII Workshops, 2017)

Improved facial expression recognition method based on ROI deep convolutional neutral network. - Xiao Sun 003; Man Lv; Changqin Quan; Fuji Ren (ACII, 2017)

Human-Machine Conversation Based on Hybrid Neural Network. - Xiao Sun 003; Xiaoqi Peng; Fuji Ren; Yun Xue (CSE/EUC (1), 2017)

Fine-Grained Emotion Analysis Based on Mixed Model for Product Review. - Xiao Sun 003; Chongyuan Sun; Changqin Quan; Fuji Ren; Fang Tian; Kunxia Wang (Int. J. Networked Distributed Comput., 2017)

A Syntactically Constrained Bidirectional-Asynchronous Approach for Emotional Conversation Generation. - Jingyuan Li; Xiao Sun 003 (EMNLP, 2018)

Speech Data Enhancement Based on Hybrid Neural Network. - Xinyue Cao; Xiao Sun 003; Fuji Ren (PCM (3), 2018)

Emotional Human-Machine Conversation Generation Based on Long Short-Term Memory. - Xiao Sun 003; Xiaoqi Peng; Shuai Ding 001 (Cogn. Comput., 2018)

Perceptual multi-channel visual feature fusion for scene categorization. - Xiao Sun 003; Zhenguang Liu; Yuxing Hu; Luming Zhang; Roger Zimmermann (Inf. Sci., 2018)

Detecting users' anomalous emotion using social media for business intelligence. - Xiao Sun 003; Chen Zhang 013; Guoqiang Li 001; Daniel Sun 004; Fuji Ren; Albert Y. Zomaya; Rajiv Ranjan 001 (J. Comput. Sci., 2018)

Camera-Assisted Video Saliency Prediction and Its Applications. - Xiao Sun 003; Yuxing Hu; Luming Zhang; Yanxiang Chen; Ping Li 006; Zhao Xie; Zhenguang Liu (IEEE Trans. Cybern., 2018)

Convolutional Neural Networks on EEG-Based Emotion Recognition. - Chunbin Li; Xiao Sun 003; Yindong Dong; Fuji Ren (Big Data (CCF), 2019)

Cycle-Consistent Adversarial Network for Facial Local-Region Exchange in Wild. - Xiao Sun 003; Pingping Xia; Fang Tian (BigCom, 2019)

Sentiment Classification And Personality Detection Via Galvanic Skin Response Based on Deep Learning Models. - Tao Hong; Xiao Sun 003; Fang Tian; Fuji Ren (BigCom, 2019)

Speech Emotion Recognition with Hybrid Neural Network. - Chuanzheng Wei; Xiao Sun 003; Fang Tian; Fuji Ren (BigCom, 2019)

Facial Expression Recognition Based on a Hybrid Model Combining Deep and Shallow Features. - Xiao Sun 003; Man Lv (Cogn. Comput., 2019)

Reinforcement Learning Based Emotional Editing Constraint Conversation Generation. - Jia Li 013; Xiao Sun 003; Xing Wei 002; Changliang Li; Jianhua Tao 001 (CoRR, 2019)

Downhole Track Detection via Multiscale Conditional Generative Adversarial Nets. - Jia Li 013; Xing Wei 002; Guoqiang Yang; Xiao Sun 003; Changliang Li (CoRR, 2019)

Hybrid spatiotemporal models for sentiment classification via galvanic skin response. - Xiao Sun 003; Tao Hong; Changliang Li; Fuji Ren (Neurocomputing, 2019)

Dynamic emotion modelling and anomaly detection in conversation based on emotional transition tensor. - Xiao Sun 003; Chen Zhang 013; Lian Li (Inf. Fusion, 2019)

Improved SMOTE Algorithm to Deal with Imbalanced Activity Classes in Smart Homes. - Shikai Guo; Yaqing Liu; Rong Chen 003; Xiao Sun 003; Xiangxin Wang (Neural Process. Lett., 2019)

Scene Categorization Using Deeply Learned Gaze Shifting Kernel. - Xiao Sun 003; Luming Zhang; Zepeng Wang 003; Jie Chang 001; Yiyang Yao; Ping Li 006; Roger Zimmermann (IEEE Trans. Cybern., 2019)

Introducing MDPSD, a Multimodal Dataset for Psychological Stress Detection. - Wei Chen 089; Shixin Zheng; Xiao Sun 003 (Big Data (CCF), 2020)

ROI-Attention Vectorized CNN Model for Static Facial Expression Recognition. - Xiao Sun 003; Shixin Zheng; Hongshuai Fu (IEEE Access, 2020)

Toward Sensing Emotions With Deep Visual Analysis: A Long-Term Psychological Modeling Approach. - Xiao Sun 003; Yezhen Song; Meng Wang 001 (IEEE Multim., 2020)

Emotional editing constraint conversation content generation based on reinforcement learning. - Xiao Sun 003; Jia Li 013; Xing Wei 002; Changliang Li; Jianhua Tao 001 (Inf. Fusion, 2020)

A ROI-guided deep architecture for robust facial expressions recognition. - Xiao Sun 003; Pingping Xia; Luming Zhang; Ling Shao 001 (Inf. Sci., 2020)

A novel approach to generate a large scale of supervised data for short text sentiment analysis. - Xiao Sun 003; Jiajin He (Multim. Tools Appl., 2020)

Emotional Conversation Generation Based on a Bayesian Deep Neural Network. - Xiao Sun 003; Jia Li 013; Xing Wei 002; Changliang Li; Jianhua Tao 001 (ACM Trans. Inf. Syst., 2020)

Answer-Centric Local and Global Information Fusion for Conversational Question Generation. - Panpan Lei; Xiao Sun 003 (ICBK, 2021)

Embedding Extra Knowledge and A Dependency Tree Based on A Graph Attention Network for Aspect-based Sentiment Analysis. - Yuanlin Li; Xiao Sun 003; Meng Wang 001 (IJCNN, 2021)

Emotion recognition based on fusion of long short-term memory networks and SVMs. - Tian Chen; Hongfang Yin; Xiaohui Yuan 001; Yu Gu 003; Fuji Ren; Xiao Sun 003 (Digit. Signal Process., 2021)

A cable supporting test under impact loading based on 5G-IoT. - Xiao Sun 003; Zhaohua Li; Tao Hong (EURASIP J. Wirel. Commun. Netw., 2021)

Multi-attention based Deep Neural Network with hybrid features for Dynamic Sequential Facial Expression Recognition. - Xiao Sun 003; Pingping Xia; Fuji Ren (Neurocomputing, 2021)

Design and Analysis of a Human-Machine Interaction System for Researching Human's Dynamic Emotion. - Xiao Sun 003; Zhengmeng Pei; Chen Zhang 013; Guoqiang Li 001; Jianhua Tao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Emotional dialog generation via multiple classifiers based on a generative adversarial network. - Wei Chen 089; Xinmiao Chen; Xiao Sun 003 (Virtual Real. Intell. Hardw., 2021)

A Feature Reduction-Induced Subspace Multiple Kernel Fuzzy Clustering Algorithm. - Yiming Tang 001; Bing Li; Zhifu Pan; Xiao Sun 003; Renhao Chen (ChineseCSCW (2), 2022)

Heart Rate Detection Using Motion Compensation with Multiple ROIs. - Jie Huang 038; Xuanheng Rao; Weichuan Zhang; Jingze Song; Xiao Sun 003 (ICCPR, 2022)

MMDA: A Multimodal Dataset for Depression and Anxiety Detection. - Yueqi Jiang; Ziyang Zhang; Xiao Sun 003 (ICPR Workshops (1), 2022)

Mining Syntactic Relationships via Recursion and Wandering on A Dependency Tree for Aspect-Based Sentiment Analysis. - Jintao Zhang; Xiao Sun 003; Yuanlin Li (IJCNN, 2022)

Hybrid Multimodal Feature Extraction, Mining and Fusion for Sentiment Analysis. - Jia Li 013; Ziyang Zhang; Junjie Lang; Yueqi Jiang; Liuwei An; Peng Zou; Yangyang Xu; Sheng Gao; Jie Lin; Chunxiao Fan 002; Xiao Sun 003; Meng Wang 001 (MuSe @ ACM Multimedia, 2022)

Hybrid Multimodal Fusion for Humor Detection. - Haojie Xu; Weifeng Liu; Jiangwei Liu; Mingzheng Li; Yu Feng; Yasi Peng; Yunwei Shi; Xiao Sun 003; Meng Wang 001 (MuSe @ ACM Multimedia, 2022)

Neural Network With Hierarchical Attention Mechanism for Contextual Topic Dialogue Generation. - Xiao Sun 003; Bingbing Ding (IEEE Access, 2022)

Hybrid Multimodal Fusion for Humor Detection. - Haojie Xu; Weifeng Liu; Jingwei Liu; Mingzheng Li; Yu Feng; Yasi Peng; Yunwei Shi; Xiao Sun 003; Meng Wang 001 (CoRR, 2022)

Dual Expression Fusion: A Universal Microexpression Recognition Framework. - Xiao Sun 003; Junjie Lang; Shixin Zheng; Yating Huang; Meng Wang 001 (IEEE Multim., 2022)

VFL - A deep learning-based framework for classifying walking gaits into emotions. - Xiao Sun 003; Kai Su; Chunxiao Fan 002 (Neurocomputing, 2022)

Multi-stage and multi-branch network with similar expressions label distribution learning for facial expression recognition. - Junjie Lang; Xiao Sun 003; Jia Li 013; Meng Wang 001 (Pattern Recognit. Lett., 2022)

MAN: Mining Ambiguity and Noise for Facial Expression Recognition in the Wild. - Ziyang Zhang; Xiao Sun 003; Jia Li 013; Meng Wang 001 (Pattern Recognit. Lett., 2022)

ELM-Based Active Learning via Asymmetric Samplers: Constructing a Multi-Class Text Corpus for Emotion Classification. - Xuefeng Shi; Min Hu; Fuji Ren; Piao Shi; Xiao Sun 003 (Symmetry, 2022)

Emotional Conversation Generation Orientated Syntactically Constrained Bidirectional-Asynchronous Framework. - Xiao Sun 003; Jingyuan Li; Jianhua Tao 001 (IEEE Trans. Affect. Comput., 2022)

Emotional Conversation Generation With Bilingual Interactive Decoding. - Jiamin Wang; Xiao Sun 003; Meng Wang 001 (IEEE Trans. Comput. Soc. Syst., 2022)

Personality Assessment Based on Multimodal Attention Network Learning With Category-Based Mean Square Error. - Xiao Sun 003; Jie Huang 038; Shixin Zheng; Xuanheng Rao; Meng Wang 001 (IEEE Trans. Image Process., 2022)

EmoDamp: A Model for Speaker Emotion Inference in Dialogues with Bidirectional Emotion Damping Mechanism. - Yueqi Jiang; Xiao Sun 003; Jiamin Wang (ACAI, 2023)

Affective Prior Topology Graph Guided Facial Expression Recognition. - Ruotong Wang 006; Xiao Sun 003 (CCBR, 2023)

ABAW5 Challenge: A Facial Affect Recognition Approach Utilizing Transformer Encoder and Audiovisual Fusion. - Ziyang Zhang; Liuwei An; Zishun Cui; Ao Xu; Tengteng Dong; Yueqi Jiang; Jingyi Shi; Xin Liu 104; Xiao Sun 003; Meng Wang 001 (CVPR Workshops, 2023)

Conditional Convolution Residual Network for Efficient Super-Resolution. - Yunsheng Guo; Jinyang Huang; Xiang Zhang 011; Xiao Sun 003; Yu Gu 003 (ICANN (10), 2023)

Dynamic Memory-Based Continual Learning with Generating and Screening. - Siying Tao; Jinyang Huang; Xiang Zhang 011; Xiao Sun 003; Yu Gu 003 (ICANN (3), 2023)

GLM: A Model Based on Global-Local Joint Learning for Emotion Recognition from Gaits Using Dual-Stream Network. - Feixiang Zhang; Xiao Sun 003 (ICIG (1), 2023)

CoLRP: A Contrastive Learning Abstractive Text Summarization Method with ROUGE Penalty. - Caidong Tan; Xiao Sun 003 (IJCNN, 2023)

Temporal-aware Multimodal Feature Fusion for Sentiment Analysis. - Qi Li; Shulei Tang; Feixiang Zhang; Ruotong Wang 006; Yangyang Xu; Zhuoer Zhao; Xiao Sun 003; Meng Wang 001 (MuSe@ACM Multimedia, 2023)

JTMA: Joint Multimodal Feature Fusion and Temporal Multi-head Attention for Humor Detection. - Qi Li; Yangyang Xu; Zhuoer Zhao; Shulei Tang; Feixiang Zhang; Ruotong Wang 006; Xiao Sun 003; Meng Wang 001 (MuSe@ACM Multimedia, 2023)

Attention and Relative Distance Alignment for Low-Resolution Facial Expression Recognition. - Liuwei An; Xiao Sun 003; Ziyang Zhang; Meng Wang 001 (PRCV (5), 2023)

ASM: Adaptive Sample Mining for In-The-Wild Facial Expression Recognition. - Ziyang Zhang; Xiao Sun 003; Liuwei An; Meng Wang 001 (PRCV (5), 2023)

Dynamic Facial Expression Recognition Based on Vision Transformer with Deformable Module. - Rui Wang; Xiao Sun 003 (SMC, 2023)

Facial Affect Recognition based on Transformer Encoder and Audiovisual Fusion for the ABAW5 Challenge. - Ziyang Zhang; Liuwei An; Zishun Cui; Ao Xu; Tengteng Dong; Yueqi Jiang; Jingyi Shi; Xin Liu 104; Xiao Sun 003; Meng Wang 001 (CoRR, 2023)

Mutilmodal Feature Extraction and Attention-based Fusion for Emotion Estimation in Videos. - Tao Shu; Xinke Wang; Ruotong Wang 006; Chuang Chen; Yixin Zhang; Xiao Sun 003 (CoRR, 2023)

Spatial-temporal Transformer for Affective Behavior Analysis. - Peng Zou; Rui Wang; Kehua Wen; Yasi Peng; Xiao Sun 003 (CoRR, 2023)

Exploiting Japanese-Chinese Cognates with Shared Private Representations for NMT. - Zezhong Li; Fuji Ren; Xiao Sun 003; Degen Huang; Piao Shi (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Channel Attention TextCNN with Feature Word Extraction for Chinese Sentiment Analysis. - Jiangwei Liu; Zian Yan; Sibao Chen 001; Xiao Sun 003; Bin Luo 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

User-based Hierarchical Network of Sina Weibo Emotion Analysis. - Qian Chen; Xiao Sun 003; Jiamin Wang; Meng Wang 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Multilingual BERT-based Word Alignment By Incorporating Common Chinese Characters. - Zezhong Li; Xiao Sun 003; Fuji Ren; Jianjun Ma; Degen Huang; Piao Shi (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Robust facial expression recognition with global-local joint representation learning. - Chunxiao Fan 002; Zhenxing Wang; Jia Li 013; Shanshan Wang; Xiao Sun 003 (Multim. Syst., 2023)

Micro-expression recognition with attention mechanism and region enhancement. - Yi Wang; Shixin Zheng; Xiao Sun 003; Dan Guo 001; Junjie Lang (Multim. Syst., 2023)

DIEU: A Dynamic Interaction Emotion Unit for Emotion Recognition in Conversation. - Shu Zhao; Weifeng Liu; Jie Chen 025; Xiao Sun 003 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

MHG-ERC: Multi-hypergraph Feature Aggregation Network for Emotion Recognition in Conversations. - Cheng Zheng 006; Haojie Xu; Xiao Sun 003 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Information-Enhanced Hierarchical Self-Attention Network for Multiturn Dialog Generation. - Jiamin Wang; Xiao Sun 003; Qian Chen; Meng Wang 001 (IEEE Trans. Comput. Soc. Syst., 2023)

Speaker-Aware Interactive Graph Attention Network for Emotion Recognition in Conversation. - Zhaohong Jia; Yunwei Shi; Weifeng Liu; Zhenhua Huang 002; Xiao Sun 003 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

MCAN: An Efficient Multi-Task Network for Facial Expression Analysis. - Haitao Wang; Rui Wang; Peng Zou; Qingjian Ni; Xiao Sun 003 (CSCWD, 2024)

WR-Former: Vision Transformer with Weight Reallocation Module for Robust Facial Expression Recognition. - Rui Wang; Haitao Wang; Peng Zou; Xiao Sun 003 (CSCWD, 2024)

ABAW7 Challenge: A Facial Affect Recognition Approach Based on Transformer Encoder and Multilayer Perceptron. - Xuxiong Liu; Kang Shen; Jun Yao; Boyan Wang 001; Yu Wang; Yujie Guan; Xin Liu 104; Gengchen Li; Liuwei An; Zishun Cui; Minrui Liu; Xiao Sun 003; et al. (ECCV Workshops (15), 2024)

BSGM: Psychological State Analysis Method Based on Deep Learning and Stock Market Dynamic Data Augmentation. - Chaoxing Tang; Chang Liu 097; Xiao Sun 003 (ICIRA (6), 2024)

LDIP: Real-time on-road object detection with depth estimation from a single image. - Chengpeng Xu; Xiao Sun 003; Yangyang Xu; Ruolin Wang (IROS, 2024)

FacialPulse: An Efficient RNN-based Depression Detection via Temporal Facial Landmarks. - Ruiqi Wang; Jinyang Huang; Jie Zhang 042; Xin Liu 104; Xiang Zhang 011; Zhi Liu 002; Peng Zhao 024; Sigui Chen; Xiao Sun 003 (ACM Multimedia, 2024)

EmoAda: A Multimodal Emotion Interaction and Psychological Adaptation System. - Tengteng Dong; Fangyuan Liu; Xinke Wang; Yishun Jiang; Xiwei Zhang; Xiao Sun 003 (MMM (4), 2024)

AMTN: Attention-Enhanced Multimodal Temporal Network for Humor Detection. - Yangyang Xu; Peng Zou; Rui Wang; Qi Li; Chengpeng Xu; Zhuoer Zhao; Xun Yang 001; Xiao Sun 003; Dan Guo 001; Meng Wang 001 (MuSe@ACM Multimedia, 2024)

Joint Multi-cue Learning for Emotion Recognition in Human-Computer Interaction. - Feixiang Zhang; Xiao Sun 003 (PRCV (11), 2024)

Joint Spatial-Temporal Modeling and Contrastive Learning for Self-supervised Heart Rate Measurement. - Wei Qian; Qi Li; Kun Li 008; Xinke Wang; Xiao Sun 003; Meng Wang 001; Dan Guo 001 (RePSS@IJCAI, 2024)

PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation. - Jinpeng Hu; Tengteng Dong; Hui Ma; Peng Zou; Xiao Sun 003; Meng Wang 001 (CoRR, 2024)

Compound Expression Recognition via Multi Model Ensemble for the ABAW7 Challenge. - Xuxiong Liu; Kang Shen; Jun Yao; Boyan Wang 001; Minrui Liu; Liuwei An; Zishun Cui; Weijie Feng; Xiao Sun 003 (CoRR, 2024)

Facial Affect Recognition based on Multi Architecture Encoder and Feature Fusion for the ABAW7 Challenge. - Kang Shen; Xuxiong Liu; Boyan Wang 001; Jun Yao; Xin Liu 104; Yujie Guan; Yu Wang; Gengchen Li; Xiao Sun 003 (CoRR, 2024)

GRPose: Learning Graph Relations for Human Image Generation with Pose Priors. - Xiangchen Yin; Donglin Di; Lei Fan 007; Hao Li 030; Chen Wei; Xiaofei Gou; Yang Song 001; Xiao Sun 003; Xun Yang 001 (CoRR, 2024)

KeystrokeSniffer: An Off-the-Shelf Smartphone Can Eavesdrop on Your Privacy From Anywhere. - Jinyang Huang; Jia-Xuan Bai; Xiang Zhang 011; Zhi Liu 002; Yuanhao Feng; Jianchun Liu; Xiao Sun 003; Mianxiong Dong; Meng Li 006 (IEEE Trans. Inf. Forensics Secur., 2024)

Hypergraph Neural Network for Emotion Recognition in Conversations. - Cheng Zheng 006; Haojie Xu; Xiao Sun 003 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

Detecting Depression With Heterogeneous Graph Neural Network in Clinical Interview Transcript. - Mingzheng Li; Xiao Sun 003; Meng Wang 001 (IEEE Trans. Comput. Soc. Syst., 2024)

Dynamic Emotional Transition Sampling and Emotional Guidance of Individuals Based on Conversation. - Xiao Sun 003; Jiamin Wang; Fuji Ren; Meng Wang 001 (IEEE Trans. Comput. Soc. Syst., 2024)

SHADE: Speaker-History-Aware Dialog Generation Through Contrastive and Prompt Learning. - Futian Wang; Xuyang Zhao; Xiao Sun 003 (IEEE Trans. Comput. Soc. Syst., 2024)

AST-GCN: Augmented Spatial Temporal Graph Convolutional Neural Network for Gait Emotion Recognition. - Chuang Chen; Xiao Sun 003; Zhengzheng Tu; Meng Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Channel-Wise Interactive Learning for Remote Heart Rate Estimation From Facial Video. - Qi Li; Dan Guo 001; Wei Qian; Xilan Tian; Xiao Sun 003; Haifeng Zhao 001; Meng Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

SCBG: Semantic-Constrained Bidirectional Generation for Emotional Support Conversation. - Yangyang Xu; Zhuoer Zhao; Xiao Sun 003 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

CoMix: Confronting with Noisy Label Learning with Co-training Strategies on Textual Mislabeling. - Shu Zhao; Zhuoer Zhao; Yangyang Xu; Xiao Sun 003 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2024)

GRPose: Learning Graph Relations for Human Image Generation with Pose Priors. - Xiangchen Yin; Donglin Di; Lei Fan 007; Hao Li 030; Wei Chen 089; Gouxiao Fei; Yang Song 001; Xiao Sun 003; Xun Yang 001 (AAAI, 2025)

Temporal-Frequency State Space Duality: An Efficient Paradigm for Speech Emotion Recognition. - Jiaqi Zhao; Fei Wang 067; Kun Li 008; Yanyan Wei; Shengeng Tang; Shu Zhao; Xiao Sun 003 (ICASSP, 2025)

Wi-Pulmo: Commodity WiFi Can Capture Your Pulmonary Function Without Mouth Clinging. - Peng Zhao 024; Jinyang Huang; Xiang Zhang 011; Zhi Liu 002; Huan Yan; Meng Wang 037; Guohang Zhuang; Yutong Guo; Xiao Sun 003; Meng Li 006 (IEEE Internet Things J., 2025)

UniEmoX: Cross-Modal Semantic-Guided Large-Scale Pretraining for Universal Scene Emotion Perception. - Chuang Chen; Xiao Sun 003; Zhi Liu 002 (IEEE Trans. Image Process., 2025)

PsycoLLM: Enhancing LLM for Psychological Understanding and Evaluation. - Jinpeng Hu; Tengteng Dong; Gang Luo; Hui Ma; Peng Zou; Xiao Sun 003; Dan Guo 001; Xun Yang 001; Meng Wang 001 (IEEE Trans. Comput. Soc. Syst., 2025)

Facial Depression Estimation via Multi-Cue Contrastive Learning. - Xinke Wang; Jingyuan Xu; Xiao Sun 003; Mingzheng Li; Bin Hu 001; Wei Qian; Dan Guo 001; Meng Wang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)