| 2026 | AAAI | Emotion-Conditioned Motion Sub-spaces with Flow Matching for Real-Time Audio-Driven Talking Heads. | Haoyu Wang, Xiaozhe Xin, Xiaoyu Qin, Meiguang Jin, Junfeng Ma, Dan Xu, Jia Jia |
| 2026 | ICDE | GALA: Generative Aligned Learning for Adaptive Multimodal Representation in the Taobao Shangou Recommender System. | Jiping Liu, Zhongmin Zhang, Zisen Sang, Zhijia Fang, Tao Ouyang, Ma Jiang, Shaopeng Liang, Zeyang Hou, Guodong Cao, Jia Jia |
| 2026 | SIGGRAPH | VFAvatar: Feed-Forward 3D Avatar Reconstruction from Casual Image Collections. | Shuo Huang, Zixuan Wang, Xiaoyu Qin, Shikun Sun, Jiayi Li, Jia Jia |
| 2026 | WWW | Re-Diffusion: Modeling Latent Residuals with Diffusion for Time-Series Forecasting. | Boning Zhang, Haishuai Wang, Zehong Hu, Jiajun Wang, Hongyi Zhang, Jia Jia |
| 2026 | SIGIR | Think with Grounding: Curriculum Reinforced Reasoning with Video Grounding for Long Video Understanding. | Houlun Chen, Xin Wang, Guangyao Li, Yuwei Zhou, Yihan Chen, Jia Jia, Wenwu Zhu |
| 2025 | ICLR | Minimal Impact ControlNet: Advancing Multi-ControlNet Integration. | Shikun Sun, Min Zhou, Zixuan Wang, Xubin Li, Tiezheng Ge, Zijie Ye, Xiaoyu Qin, Junliang Xing, Bo Zheng, Jia Jia |
| 2025 | WWW | Pre-train and Fine-tune: Recommenders as Large Models. | Zhenhao Jiang, Chenghao Chen, Hao Feng, Yu Yang, Jin Liu, Jie Zhang, Jia Jia, Ning Hu |
| 2024 | CHI | SoulSkipper: A Voice-Controlled Emotional Adaptive Game to Complement Therapy for Social Anxiety Disorder. | Xiaohan Li, Qixin Wang, Zishan Wang, Zeyu Jin, Jia Jia |
| 2024 | CVPR | DanceCamera3D: 3D Camera Movement Synthesis with Music and Dance. | Zixuan Wang, Jia Jia, Shikun Sun, Haozhe Wu, Rong Han, Zhenyu Li, Di Tang, Jiaqing Zhou, Jiebo Luo |
| 2024 | ICLR | Inner Classifier-Free Guidance and Its Taylor Expansion for Diffusion Models. | Shikun Sun, Longhui Wei, Zhicai Wang, Zixuan Wang, Junliang Xing, Jia Jia, Qi Tian |
| 2024 | IGARSS | Unsupervised Hyperspectral and Multispectral Image Fusion Based on Deep Adaptive Attention Network. | Haoyang Yu, Chengjun Wang, Jia Jia, Ke Zheng, Yuchao Yang, Yulei Wang, Meiping Song |
| 2024 | IJCNN | 3DA-NTC: 3D Channel Attention Aided Neural Tensor Completion for Crowdsensing Data Inference. | Xu Kang, Zhiyang Jia, Jia Jia, Jiadong Ren |
| 2024 | Interspeech | LoRA-MER: Low-Rank Adaptation of Pre-Trained Speech Models for Multimodal Emotion Recognition Using Mutual Information. | Yunrui Cai, Zhiyong Wu, Jia Jia, Helen Meng |
| 2023 | AAAI | What Does Your Face Sound Like? 3D Face Shape towards Voice. | Zhihan Yang, Zhiyong Wu, Ying Shan, Jia Jia |
| 2023 | CHI | CatHill: Emotion-Based Interactive Storytelling Game as a Digital Mental Health Intervention. | Jinghe Cai, Xiaohan Li, Bohan Chen, Zhigang Wang, Jia Jia |
| 2023 | CIKM | Multi-Granularity Attention Model for Group Recommendation. | Jianye Ji, Jiayan Pei, Shaochuan Lin, Taotao Zhou, Hengxu He, Jia Jia, Ning Hu |
| 2023 | ICASSP | Shuffled Autoregression for Motion Interpolation. | Shuo Huang, Jia Jia, Zongxin Yang, Wei Wang, Haozhe Wu, Yi Yang, Junliang Xing |
| 2023 | ICASSP | MSNet: A Deep Architecture Using Multi-Sentiment Semantics for Sentiment-Aware Image Style Transfer. | Shikun Sun, Jia Jia, Haozhe Wu, Zijie Ye, Junliang Xing |
| 2023 | ICASSP | Salient Co-Speech Gesture Synthesizing with Discrete Motion Representation. | Zijie Ye, Jia Jia, Haozhe Wu, Shuo Huang, Shikun Sun, Junliang Xing |
| 2023 | ICDE | Unsupervised Intra-Domain Adaptation for Recommendation via Uncertainty Minimization. | Chenghao Chen, Jie Xiao, Jin Liu, Jie Zhang, Jia Jia, Ning Hu |
| 2023 | ICDE | BASM: A Bottom-up Adaptive Spatiotemporal Model for Online Food Ordering Service. | Boya Du, Shaochuan Lin, Jiong Gao, Xiyu Ji, Mengya Wang, Taotao Zhou, Hengxu He, Jia Jia, Ning Hu |
| 2023 | ICML | SDDM: Score-Decomposed Diffusion Models on Manifolds for Unpaired Image-to-Image Translation. | Shikun Sun, Longhui Wei, Junliang Xing, Jia Jia, Qi Tian |
| 2023 | Interspeech | Prosody Modeling with 3D Visual Information for Expressive Video Dubbing. | Zhihan Yang, Shansong Liu, Xu Li, Haozhe Wu, Zhiyong Wu, Ying Shan, Jia Jia |
| 2023 | IGARSS | A Machine Learning Framework for High-Precision Retrieval of Offshore Sea Surface Temperature in the Eastern Liaodong Peninsula. | Jiaochan Hu, Tingting Tao, Jia Jia, Tong Zhao, Haoyang Yu |
| 2023 | VTC | Research on Electromagnetic Effect Generated by DC Converter on Human Body in Electric Vehicle. | Jianjun Xiao, Changsheng Gao, Zhichun Li, Kai Zhang, Jia Jia, Dan Zhang |
| 2023 | SIGIR | Exploring the Spatiotemporal Features of Online Food Recommendation Service. | Shaochuan Lin, Jiayan Pei, Taotao Zhou, Hengxu He, Jia Jia, Ning Hu |
| 2022 | CIKM | Spatiotemporal-Enhanced Network for Click-Through Rate Prediction in Location-based Services. | Shaochuan Lin, Yicong Yu, Xiyu Ji, Taotao Zhou, Hengxu He, Zisen Sang, Jia Jia, Guodong Cao, Ning Hu |
| 2022 | ICIP | Learning from Designers: Fashion Compatibility Analysis Via Dataset Distillation. | Yulan Chen, Zhiyong Wu, Zheyan Shen, Jia Jia |
| 2022 | IJCNN | Speaker Characteristics Guided Speech Synthesis. | Zhihan Yang, Zhiyong Wu, Jia Jia |
| 2022 | Interspeech | Towards Cross-speaker Reading Style Transfer on Audiobook Dataset. | Xiang Li, Changhe Song, Xianhao Wei, Zhiyong Wu, Jia Jia, Helen Meng |
| 2022 | UIC | Robust Spatio-Temporal Trajectory Modeling Based on Auto-Gated Recurrent Unit. | Jia Jia, Xiaoyong Li, Ximing Li, Linghui Li, Jie Yuan, Hongmiao Wang, Yali Gao, Pengfei Qiu, Jialu Tang |
| 2021 | AAAI | Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach. | Suping Zhou, Jia Jia, Zhiyong Wu, Zhihan Yang, Yanfeng Wang, Wei Chen, Fanbo Meng, Shuo Huang, Jialie Shen, Xiaochuan Wang |
| 2021 | CHI | PTeacher: a Computer-Aided Personalized Pronunciation Training System with Exaggerated Audio-Visual Corrective Feedback. | Yaohua Bu, Tianyi Ma, Weijun Li, Hang Zhou, Jia Jia, Shengqi Chen, Kaiyuan Xu, Dachuan Shi, Haozhe Wu, Zhihan Yang, Kun Li, Zhiyong Wu, Yuanchun Shi, Xiaobo Lu, Ziwei Liu |
| 2021 | Interspeech | Towards Multi-Scale Style Control for Expressive Speech Synthesis. | Xiang Li, Changhe Song, Jingbei Li, Zhiyong Wu, Jia Jia, Helen Meng |
| 2020 | AAAI | PEIA: Personality and Emotion Integrated Attentive Model for Music Recommendation on Social Media Platforms. | Tiancheng Shen, Jia Jia, Yan Li, Yihui Ma, Yaohua Bu, Hanjie Wang, Bo Chen, Tat-Seng Chua, Wendy Hall |
| 2020 | AAAI | Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction. | Haozhe Wu, Zhiyuan Hu, Jia Jia, Yaohua Bu, Xiangnan He, Tat-Seng Chua |
| 2020 | ICASSP | Cross-VAE: Towards Disentangling Expression from Identity For Human Faces. | Haozhe Wu, Jia Jia, Lingxi Xie, Guojun Qi, Yuanchun Shi, Qi Tian |
| 2020 | IJCNN | Enhancing Music Recommendation with Social Media Content: an Attentive Multimodal Autoencoder Approach. | Tiancheng Shen, Jia Jia, Yan Li, Hanjie Wang, Bo Chen |
| 2020 | Interspeech | Re-Weighted Interval Loss for Handling Data Imbalance Problem of End-to-End Keyword Spotting. | Kun Zhang, Zhiyong Wu, Daode Yuan, Jian Luan, Jia Jia, Helen Meng, Binheng Song |
| 2020 | MMM | Inferring Emphasis for Real Voice Data: An Attentive Multimodal Neural Network Approach. | Suping Zhou, Jia Jia, Long Zhang, Yanfeng Wang, Wei Chen, Fanbo Meng, Fei Yu, Jialie Shen |
| 2019 | HCI | Emotional Design for Children's Electronic Picture Book. | Yaohua Bu, Jia Jia, Xiang Li, Xiaobo Lu |
| 2019 | ICASSP | Learning Discriminative Features from Spectrograms Using Center Loss for Speech Emotion Recognition. | Dongyang Dai, Zhiyong Wu, Runnan Li, Xixin Wu, Jia Jia, Helen Meng |
| 2019 | ICASSP | Dilated Residual Network with Multi-head Self-attention for Speech Emotion Recognition. | Runnan Li, Zhiyong Wu, Jia Jia, Sheng Zhao, Helen Meng |
| 2019 | ICASSP | A Compact Framework for Voice Conversion Using Wavenet Conditioned on Phonetic Posteriorgrams. | Hui Lu, Zhiyong Wu, Runnan Li, Shiyin Kang, Jia Jia, Helen Meng |
| 2019 | ICASSP | Modality Attention for End-to-end Audio-visual Speech Recognition. | Pan Zhou, Wenwen Yang, Wei Chen, Yanfeng Wang, Jia Jia |
| 2019 | ICMI | Modeling Emotion Influence Using Attention-based Graph Convolutional Recurrent Network. | Yulan Chen, Jia Jia, Zhiyong Wu |
| 2019 | IJCAI | Design and Implementation of a Disambiguity Framework for Smart Voice Controlled Devices. | Kehua Lei, Tianyi Ma, Jia Jia, Cunjun Zhang, Zhihan Yang |
| 2019 | IJCAI | Towards Discriminative Representation Learning for Speech Emotion Recognition. | Runnan Li, Zhiyong Wu, Jia Jia, Yaohua Bu, Sheng Zhao, Helen Meng |
| 2019 | Interspeech | Disambiguation of Chinese Polyphones in an End-to-End Framework with Semantic Features Extracted by Pre-Trained BERT. | Dongyang Dai, Zhiyong Wu, Shiyin Kang, Xixin Wu, Jia Jia, Dan Su, Dong Yu, Helen Meng |
| 2019 | Interspeech | An Online Attention-Based Model for Speech Recognition. | Ruchao Fan, Pan Zhou, Wei Chen, Jia Jia, Gang Liu |
| 2019 | Interspeech | One-Shot Voice Conversion with Global Speaker Embeddings. | Hui Lu, Zhiyong Wu, Dongyang Dai, Runnan Li, Shiyin Kang, Jia Jia, Helen Meng |
| 2019 | MICCAI | Automated Classification of Arterioles and Venules for Retina Fundus Images Using Dual Deeply-Supervised Network. | Meng Li, Jie Zhao, Yan Zhang, Danmei He, Jinqiong Zhou, Jia Jia, Haicheng She, Quanzheng Li, Li Zhang |
| 2018 | AAAI | Lookine: Let the Blind Hear a Smile. | Yaohua Bu, Jia Jia, Yuhan Tang, Xuan Zang, Tianyu Gao |
| 2018 | AAAI | Inferring Emotion from Conversational Voice Data: A Semi-Supervised Multi-Path Generative Neural Network Approach. | Suping Zhou, Jia Jia, Qi Wang, Yufei Dong, Yufeng Yin, Kehua Lei |
| 2018 | ICASSP | Emphatic Speech Generation with Conditioned Input Layer and Bidirectional LSTMS for Expressive Speech Synthesis. | Runnan Li, Zhiyong Wu, Yuchen Huang, Jia Jia, Helen Meng, Lianhong Cai |
| 2018 | ICASSP | Understanding The Aesthetic Styles of Social Images. | Yihui Ma, Jia Jia, Yufan Hou, Yaohua Bu, Wentao Han |
| 2018 | IJCAI | Mental Health Computing via Harvesting Social Media Data. | Jia Jia |
| 2018 | IJCAI | Cross-Domain Depression Detection via Harvesting Social Media. | Tiancheng Shen, Jia Jia, Guangyao Shen, Fuli Feng, Xiangnan He, Huanbo Luan, Jie Tang, Thanassis Tiropanis, Tat-Seng Chua, Wendy Hall |
| 2018 | Interspeech | Emotion Recognition from Variable-Length Speech Segments Using Deep Learning on Spectrograms. | Xi Ma, Zhiyong Wu, Jia Jia, Mingxing Xu, Helen Meng, Lianhong Cai |
| 2018 | WWW | Analyzing and Predicting Emoji Usages in Social Media. | Peijun Zhao, Jia Jia, Yongsheng An, Jie Liang, Lexing Xie, Jiebo Luo |
| 2017 | AAAI | AniDraw: When Music and Dance Meet Harmoniously. | Yaohua Bu, Taoran Tang, Jia Jia, Zhiyuan Ma, Songyao Wu, Yuming You |
| 2017 | AAAI | A Virtual Personal Fashion Consultant: Learning from the Personal Preference of Fashion. | Jingtian Fu, Yejun Liu, Jia Jia, Yihui Ma, Fanhang Meng, Huan Huang |
| 2017 | AAAI | SenseRun: Real-Time Running Routes Recommendation towards Providing Pleasant Running Experiences. | Jiayu Long, Jia Jia, Han Xu |
| 2017 | AAAI | Towards Better Understanding the Clothing Fashion Styles: A Multimodal Deep Learning Approach. | Yihui Ma, Jia Jia, Suping Zhou, Jingtian Fu, Yejun Liu, Zijian Tong |
| 2017 | AAAI | Multi-Task Deep Learning for User Intention Understanding in Speech Interaction Systems. | Yishuang Ning, Jia Jia, Zhiyong Wu, Runnan Li, Yongsheng An, Yanfeng Wang, Helen M. Meng |
| 2017 | ICASSP | Learning cross-lingual knowledge with multilingual BLSTM for emphasis detection with limited training data. | Yishuang Ning, Zhiyong Wu, Runnan Li, Jia Jia, Mingxing Xu, Helen M. Meng, Lianhong Cai |
| 2017 | ICASSP | A systematic approach to compute perceptual distribution of monosyllables. | Yu-Hao Wu, Jia Jia, Feng Lu, Lianhong Cai |
| 2017 | ICASSP | Inferring emotions from heterogeneous social media data: A Cross-media Auto-Encoder solution. | Shumei Zhang, Jia Jia, Yishuang Ning |
| 2017 | ICIS | Sponsored Data Services and Consumer Welfare on Mobile Broadband. | Liangfei Qiu, Chong (Alex) Wang, Jia Jia |
| 2017 | IJCAI | Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution. | Guangyao Shen, Jia Jia, Liqiang Nie, Fuli Feng, Cunjun Zhang, Tianrui Hu, Tat-Seng Chua, Wenwu Zhu |
| 2017 | Interspeech | Speech Emotion Recognition with Emotion-Pair Based Framework Considering Emotion Distribution Information in Dimensional Emotion Space. | Xi Ma, Zhiyong Wu, Jia Jia, Mingxing Xu, Helen Meng, Lianhong Cai |
| 2016 | AAAI | Learning to Appreciate the Aesthetic Effects of Clothing. | Jia Jia, Jie Huang, Guangyao Shen, Tao He, Zhiyuan Liu, Huan-Bo Luan, Chao Yan |
| 2016 | AAAI | Moodee: An Intelligent Mobile Companion for Sensing Your Stress from Your Social Media Postings. | Huijie Lin, Jia Jia, Jie Huang, Enze Zhou, Jingtian Fu, Yejun Liu, Huanbo Luan |
| 2016 | AAAI | Representation Learning of Knowledge Graphs with Entity Descriptions. | Ruobing Xie, Zhiyuan Liu, Jia Jia, Huanbo Luan, Maosong Sun |
| 2016 | AAAI | Social Role-Aware Emotion Contagion in Image Social Networks. | Yang Yang, Jia Jia, Boya Wu, Jie Tang |
| 2016 | ICASSP | Low level descriptors based DBLSTM bottleneck feature for speech driven talking avatar. | Xinyu Lan, Xu Li, Yishuang Ning, Zhiyong Wu, Helen Meng, Jia Jia, Lianhong Cai |
| 2016 | IJCAI | What Does Social Media Say about Your Stress?. | Huijie Lin, Jia Jia, Liqiang Nie, Guangyao Shen, Tat-Seng Chua |
| 2016 | Interspeech | Phoneme Embedding and its Application to Speech Driven Talking Avatar Synthesis. | Xu Li, Zhiyong Wu, Helen M. Meng, Jia Jia, Xiaoyan Lou, Lianhong Cai |
| 2016 | Interspeech | Expressive Speech Driven Talking Avatar Synthesis with DBLSTM Using Limited Amount of Emotional Bimodal Data. | Xu Li, Zhiyong Wu, Helen M. Meng, Jia Jia, Xiaoyan Lou, Lianhong Cai |
| 2016 | WISE | Analysis of Teens' Chronic Stress on Micro-blog. | Yuanyuan Xue, Qi Li, Liang Zhao, Jia Jia, Ling Feng, Feng Yu, David A. Clifton |
| 2015 | ACII | Understanding speaking styles of internet speech data with LSTM and low-resource training. | Xixin Wu, Zhiyong Wu, Yishuang Ning, Jia Jia, Lianhong Cai, Helen M. Meng |
| 2015 | ICASSP | HMM-based emphatic speech synthesis for corrective feedback in computer-aided pronunciation training. | Yishuang Ning, Zhiyong Wu, Jia Jia, Fanbo Meng, Helen M. Meng, Lianhong Cai |
| 2015 | ICMI | MPHA: A Personal Hearing Doctor Based on Mobile Devices. | Yu-Hao Wu, Jia Jia, Wai-Kim Leung, Yejun Liu, Lianhong Cai |
| 2015 | Interspeech | Using tilt for automatic emphasis detection with Bayesian networks. | Yishuang Ning, Zhiyong Wu, Xiaoyan Lou, Helen M. Meng, Jia Jia, Lianhong Cai |
| 2015 | ICWE | Release Adolescent Stress by Virtual Chatting. | Jing Huang, Qi Li, Yuanyuan Xue, Taoran Cheng, Shuangqing Xu, Jia Jia, Ling Feng |
| 2014 | AAAI | How Do Your Friends on Social Media Disclose Your Emotions? | Yang Yang, Jia Jia, Shumei Zhang, Boya Wu, Qicong Chen, Juanzi Li, Chunxiao Xing, Jie Tang |
| 2014 | EDBT | Helping Teenagers Relieve Psychological Pressures: A Micro-blog Based System. | Qi Li, Yuanyuan Xue, Jia Jia, Ling Feng |
| 2014 | Interspeech | Using conditional random fields to predict focus word pair in spontaneous spoken English. | Xiao Zang, Zhiyong Wu, Helen M. Meng, Jia Jia, Lianhong Cai |
| 2014 | MMM | Learning to Infer Public Emotions from Large-Scale Networked Voice Data. | Zhu Ren, Jia Jia, Lianhong Cai, Kuo Zhang, Jie Tang |
| 2013 | ICIP | Interpretable aesthetic features for affective image classification. | Xiaohui Wang, Jia Jia, Jiaming Yin, Lianhong Cai |
| 2013 | ICNC | SNR estimation for clipped audio based on amplitude distribution. | Xiaoqing Liu, Jia Jia, Lianhong Cai |
| 2012 | Interspeech | Hierarchical English Emphatic Speech Synthesis Based on HMM with Limited Training Data. | Fanbo Meng, Zhiyong Wu, Helen M. Meng, Jia Jia, Lianhong Cai |
| 2011 | ICMLC | On cryptography properties of algebraic thickness. | Yu Zhou, Xian-Guo Zhang, Chuan-Lun Ren, Xiang-Gen Wang, Jia Jia, Yun-Ling Su |
| 2010 | ICIP | Facial expression synthesis based on motion patterns learned from face database. | Jia Jia, Shen Zhang, Lianhong Cai |
| 2010 | ICNC | Emotional talking agent: System and evaluation. | Shen Zhang, Jia Jia, Yingjin Xu, Lianhong Cai |
| 2010 | ISNN | Novel LMI Stability Criteria for Interval Hopfield Neural Networks with Time Delays. | Xiaolin Li, Jia Jia |
| 2008 | CBMI | Recognition of hand gesture based on Gaussian Mixture Model. | Jia Jia, Jianmin Jiang, Dong Wang |
| 2008 | ICDCS | Compiler-Assisted Application-Level Checkpointing for MPI Programs. | Xuejun Yang, Panfeng Wang, Hongyi Fu, Yunfei Du, Zhiyuan Wang, Jia Jia |
| 2008 | ICPADS | GiFT: Automating FTPA Implementation for MPI Programs. | Hongyi Fu, Yunfei Du, Panfeng Wang, Jia Jia, Xuejun Yang |
| 2008 | PPoPP | Automated application-level checkpointing based on live-variable analysis in MPI programs. | Panfeng Wang, Xuejun Yang, Hongyi Fu, Yunfei Du, Zhiyun Wang, Jia Jia |