Dual Dimensionality Reduction for Efficient Video Similarity Search. - Zi Huang; Heng Tao Shen; Xiaofang Zhou 001; Jie Shao 001 (DaWaK, 2007)

Dynamic Batch Nearest Neighbor Search in Video Retrieval. - Jie Shao 001; Zi Huang; Heng Tao Shen; Xiaofang Zhou 001; Yijun Li (ICDE, 2007)

Statistical summarization of content features for fast near-duplicate video detection. - Heng Tao Shen; Xiaofang Zhou 001; Zi Huang; Jie Shao 001 (ACM Multimedia, 2007)

The University of Queensland at TRECVID 2007 Search Task. - Heng Tao Shen; Xiaofang Zhou 001; Jie Shao 001; Zi Huang (TRECVID, 2007)

UQLIPS: A Real-time Near-duplicate Video Clip Detection System. - Heng Tao Shen; Xiaofang Zhou 001; Zi Huang; Jie Shao 001; Xiangmin Zhou (VLDB, 2007)

Locality condensation: a new dimensionality reduction method for image retrieval. - Zi Huang; Heng Tao Shen; Jie Shao 001; Stefan M. Rüger; Xiaofang Zhou 001 (ACM Multimedia, 2008)

Distribution-based similarity measures for multi-dimensional point set retrieval applications. - Jie Shao 001; Zi Huang; Heng Tao Shen; Jialie Shen 001; Xiaofang Zhou 001 (ACM Multimedia, 2008)

Challenges and techniques for effective and efficient similarity search in large video databases. - Jie Shao 001; Heng Tao Shen; Xiaofang Zhou 001 (Proc. VLDB Endow., 2008)

Batch Nearest Neighbor Search for Video Retrieval. - Jie Shao 001; Zi Huang; Heng Tao Shen; Xiaofang Zhou 001; Ee-Peng Lim; Yijun Li (IEEE Trans. Multim., 2008)

Online Near-Duplicate Video Clip Detection and Retrieval: An Accurate and Fast System. - Zi Huang; Liping Wang 002; Heng Tao Shen; Jie Shao 001; Xiaofang Zhou 001 (ICDE, 2009)

Effective and Efficient Query Processing for Video Subsequence Identification. - Heng Tao Shen; Jie Shao 001; Zi Huang; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2009)

Bounded coordinate system indexing for real-time video clip search. - Zi Huang; Heng Tao Shen; Jie Shao 001; Xiaofang Zhou 001; Bin Cui 001 (ACM Trans. Inf. Syst., 2009)

Recursive partitioning method for trajectory indexing. - Elizabeth Antoine; Kotagiri Ramamohanarao; Jie Shao 001; Rui Zhang 003 (ADC, 2010)

Easiest-to-reach neighbor search. - Jie Shao 001; Lars Kulik; Egemen Tanin (GIS, 2010)

Practical Online Near-Duplicate Subsequence Detection for Continuous Video Streams. - Zi Huang; Heng Tao Shen; Jie Shao 001; Bin Cui 001; Xiaofang Zhou 001 (IEEE Trans. Multim., 2010)

Accelerating Spatial Join Operations using Bit-Indices. - Elizabeth Antoine; Kotagiri Ramamohanarao; Jie Shao 001; Rui Zhang 003 (ADC, 2011)

UQMSG Experiments for TRECVID 2011. - Heng Tao Shen; Jie Shao 001; Zi Huang; Yang Yang 002; Jingkuan Song; Jiajun Liu; Xiaofeng Zhu 001 (TRECVID, 2011)

Exploring Distributional Discrepancy for Multidimensional Point Set Retrieval. - Jie Shao 001; Heng Tao Shen; Zi Huang; Xiaofang Zhou 001 (IEEE Trans. Multim., 2011)

Clustering Web video search results based on integration of multiple features. - Alex Hindle; Jie Shao 001; Dan Lin 001; Jiaheng Lu; Rui Zhang 003 (World Wide Web, 2011)

Context Sensitive Tag Expansion with Information Inference. - Hongyun Cai 001; Zi Huang; Jie Shao 001; Xue Li 001 (DASFAA (1), 2012)

Continuous Detour Queries in Spatial Networks. - Sarana Nutanong; Egemen Tanin; Jie Shao 001; Rui Zhang 003; Kotagiri Ramamohanarao (IEEE Trans. Knowl. Data Eng., 2012)

Travel distance versus navigation complexity: a study on different spatial queries on road networks. - Jie Shao 001; Lars Kulik; Egemen Tanin; Long Guo (CIKM, 2014)

WhereToGo: Personalized Travel Recommendation for Individuals and Groups. - Long Guo; Jie Shao 001; Kian-Lee Tan; Yang Yang 002 (MDM (1), 2014)

Image Tagging with Social Assistance. - Yang Yang 002; Yue Gao 002; Hanwang Zhang; Jie Shao 001; Tat-Seng Chua (ICMR, 2014)

Scalable Multimedia Retrieval by Deep Learning Hashing with Relative Similarity Learning. - Lianli Gao; Jingkuan Song; Fuhao Zou; Dongxiang Zhang; Jie Shao 001 (ACM Multimedia, 2015)

Exploring Viewable Angle Information in Georeferenced Video Search. - Gang Hu 004; Jie Shao 001; Lianli Gao; Yang Yang 002 (ACM Multimedia, 2015)

Multi-view Semi-supervised Learning for Web Image Annotation. - Mengqiu Hu; Yang Yang 002; Hanwang Zhang; Fumin Shen; Jie Shao 001; Fuhao Zou (ACM Multimedia, 2015)

Geographical Constraint and Temporal Similarity Modeling for Point-of-Interest Recommendation. - Huimin Wu 001; Jie Shao 001; Hongzhi Yin; Heng Tao Shen; Xiaofang Zhou 001 (WISE (2), 2015)

Efficient continuous top-k spatial keyword queries on road networks. - Long Guo; Jie Shao 001; Htoo Htet Aung; Kian-Lee Tan (GeoInformatica, 2015)

Max-margin adaptive model for complex video pattern recognition. - Litao Yu; Jie Shao 001; Xin-Shun Xu; Heng Tao Shen (Multim. Tools Appl., 2015)

Dynamic User Attribute Discovery on Social Media. - Xiu Huang; Yang Yang 002; Yue Hu 008; Fumin Shen; Jie Shao 001 (APWeb (1), 2016)

An Online Approach for Direction-Based Trajectory Compression with Error Bound Guarantee. - Bingqing Ke; Jie Shao 001; Yi Zhang 105; Dongxiang Zhang; Yang Yang 002 (APWeb (1), 2016)

Zero-Shot Hashing via Transferring Supervised Knowledge. - Yang Yang 002; Yadan Luo; Weilun Chen; Fumin Shen; Jie Shao 001; Heng Tao Shen (ACM Multimedia, 2016)

Attention-based LSTM with Semantic Consistency for Videos Captioning. - Zhao Guo; Lianli Gao; Jingkuan Song; Xing Xu 001; Jie Shao 001; Heng Tao Shen (ACM Multimedia, 2016)

SELSH: A Hashing Scheme for Approximate Similarity Search with Early Stop Condition. - Jie Chen; Chengkun He; Gang Hu 004; Jie Shao 001 (MMM (2), 2016)

Retrieving Images by Multiple Samples via Fusing Deep Features. - Kecai Wu; Xueliang Liu; Jie Shao 001; Richang Hong; Tao Yang (PCM (1), 2016)

Face identification with second-order pooling in single-layer networks. - Fumin Shen; Yang Yang 002; Xiang Zhou 008; Xianglong Liu 001; Jie Shao 001 (Neurocomputing, 2016)

Multi-view multi-label learning for image annotation. - Fuhao Zou; Yu Liu 040; Hua Wang 008; Jingkuan Song; Jie Shao 001; Ke Zhou 001; Sheng Zheng (Multim. Tools Appl., 2016)

Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton. - Lianli Gao; Peng Wang 023; Jingkuan Song; Zi Huang; Jie Shao 001; Heng Tao Shen (AAAI, 2017)

Movie Fill in the Blank with Adaptive Temporal Attention and Description Update. - Jie Chen; Jie Shao 001; Fumin Shen; Chengkun He; Lianli Gao; Heng Tao Shen (CIKM, 2017)

An Enhanced Method of Trajectory Privacy Preservation Through Trajectory Reconstruction. - Yan Dai 001; Jie Shao 001 (ICCCS (2), 2017)

Preserving-Ignoring Transformation Based Index for Approximate k Nearest Neighbor Search. - Gang Hu 004; Jie Shao 001; Dongxiang Zhang; Yang Yang 002; Heng Tao Shen (ICDE, 2017)

Sharp and Real Image Super-Resolution Using Generative Adversarial Network. - Dongyang Zhang 001; Jie Shao 001; Gang Hu 004; Lianli Gao (ICONIP (3), 2017)

An Efficient Online Approach for Direction-Preserving Trajectory Simplification with Interval Bounds. - Bingqing Ke; Jie Shao 001; Dongxiang Zhang (MDM, 2017)

Transductive Visual-Semantic Embedding for Zero-shot Learning. - Xing Xu 001; Fumin Shen; Yang Yang 002; Jie Shao 001; Zi Huang (ICMR, 2017)

A System for Spatiotemporal Anomaly Localization in Surveillance Videos. - Huimin Wu 001; Jie Shao 001; Xing Xu 001; Fumin Shen; Heng Tao Shen (ACM Multimedia, 2017)

Spatial Verification via Compact Words for Mobile Instance Search. - Bo Wang; Jie Shao 001; Chengkun He; Gang Hu 004; Xing Xu 001 (MMM (2), 2017)

Deep Graph Laplacian Hashing for Image Retrieval. - Jiancong Ge; Xueliang Liu; Richang Hong; Jie Shao 001; Meng Wang 001 (PCM (1), 2017)

Unifying Multi-Source Social Media Data for Personalized Travel Route Planning. - Gang Hu 004; Jie Shao 001; Fumin Shen; Zi Huang; Heng Tao Shen (SIGIR, 2017)

Exploiting score distribution for heterogenous feature fusion in image classification. - Chengkun He; Jie Shao 001; Xing Xu 001; Deqiang Ouyang; Lianli Gao (Neurocomputing, 2017)

Kernel based latent semantic sparse hashing for large-scale retrieval from heterogeneous data sources. - Xiangpeng Li; Lianli Gao; Xing Xu 001; Jie Shao 001; Fumin Shen; Jingkuan Song (Neurocomputing, 2017)

Learning in high-dimensional multimedia data: the state of the art. - Lianli Gao; Jingkuan Song; Xingyi Liu; Junming Shao; Jiajun Liu; Jie Shao 001 (Multim. Syst., 2017)

IF-Matching: Towards Accurate Map-Matching with Information Fusion. - Gang Hu 004; Jie Shao 001; Fenglin Liu; Yuan Wang 003; Heng Tao Shen (IEEE Trans. Knowl. Data Eng., 2017)

Targeted Advertising in Public Transportation Systems with Quantitative Evaluation. - Dongxiang Zhang; Long Guo; Liqiang Nie; Jie Shao 001; Sai Wu; Heng Tao Shen (ACM Trans. Inf. Syst., 2017)

A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution. - Dongxiang Zhang; Long Guo; Xiangnan He 001; Jie Shao 001; Sai Wu; Heng Tao Shen (ICDE, 2018)

Unpaired Image-to-Image Translation from Shared Deep Space. - Xuehui Wu; Jie Shao 001; Lianli Gao; Heng Tao Shen (ICIP, 2018)

Person Re-identification Using Two-Stage Convolutional Neural Network. - Yonghui Zhang; Jie Shao 001; Deqiang Ouyang; Heng Tao Shen (ICPR, 2018)

Feature Reconstruction by Laplacian Eigenmaps for Efficient Instance Search. - Bingqing Ke; Jie Shao 001; Zi Huang; Heng Tao Shen (ICMR, 2018)

Video-based Person Re-identification via Self-Paced Learning and Deep Reinforcement Learning Framework. - Deqiang Ouyang; Jie Shao 001; Yonghui Zhang; Yang Yang 002; Heng Tao Shen (ACM Multimedia, 2018)

Small Object Detection Using Deep Feature Pyramid Networks. - Zhenwen Liang; Jie Shao 001; Dongyang Zhang 001; Lianli Gao (PCM (3), 2018)

Learning Sparse Representation With Variational Auto-Encoder for Anomaly Detection. - Jiayu Sun; Xinzhou Wang; Naixue Xiong; Jie Shao 001 (IEEE Access, 2018)

An anomaly-introduced learning method for abnormal event detection. - Chengkun He; Jie Shao 001; Jiayu Sun (Multim. Tools Appl., 2018)

Pattern discovery from multi-source data. - Xiaofeng Zhu 001; Jie Shao 001; Jilian Zhang (Pattern Recognit. Lett., 2018)

Rafiki: Machine Learning as an Analytics Service System. - Wei Wang 059; Jinyang Gao; Meihui Zhang 001; Sheng Wang 011; Gang Chen 001; Teck Khim Ng; Beng Chin Ooi; Jie Shao 001; Moaz Reyad (Proc. VLDB Endow., 2018)

Recognition and Detection of Two-Person Interactive Actions Using Automatically Selected Skeleton Features. - Huimin Wu 001; Jie Shao 001; Xing Xu 001; Yanli Ji; Fumin Shen; Heng Tao Shen (IEEE Trans. Hum. Mach. Syst., 2018)

Augmented keyword search on spatial entity databases. - Dongxiang Zhang; Yuchen Li 001; Xin Cao 001; Jie Shao 001; Heng Tao Shen (VLDB J., 2018)

Personalized semantic trajectory privacy preservation through trajectory reconstruction. - Yan Dai 001; Jie Shao 001; Chengbo Wei; Dongxiang Zhang; Heng Tao Shen (World Wide Web, 2018)

A graph based method for constructing popular routes with check-ins. - Gang Hu 004; Jie Shao 001; Zhiyang Ni; Dongxiang Zhang (World Wide Web, 2018)

A Fast End-to-End Method with Style Transfer for Room Layout Estimation. - Junming Chen; Jie Shao 001; Dongyang Zhang 001; Xuehui Wu (ICME, 2019)

Jointly Solving Deblurring and Super-Resolution Problems with Dual Supervised Network. - Zhenwen Liang; Dongyang Zhang 001; Jie Shao 001 (ICME, 2019)

Unsupervised Facial Image Synthesis Using Two-Discriminator Adversarial Autoencoder Network. - Xuehui Wu; Jie Shao 001; Dongyang Zhang 001; Junming Chen (ICME, 2019)

Multi-class Human Body Parsing with Edge-Enhancement Network. - Xi Huang; Keyu Wu 003; Gang Hu 004; Jie Shao 001 (ICONIP (4), 2019)

Dual-Path Recurrent Network for Image Super-Resolution. - Xinyao Li; Dongyang Zhang 001; Jie Shao 001 (ICONIP (5), 2019)

Abnormal event detection for video surveillance using deep one-class learning. - Jiayu Sun; Jie Shao 001; Chengkun He (Multim. Tools Appl., 2019)

Video-based person re-identification via spatio-temporal attentional and two-stream fusion convolutional networks. - Deqiang Ouyang; Yonghui Zhang; Jie Shao 001 (Pattern Recognit. Lett., 2019)

Towards Accurate Georeferenced Video Search With Camera Field of View Modeling. - Jie Shao 001; Gang Hu 004; Jingkuan Song; Xueliang Liu; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2019)

A resource-aware approach for authenticating privacy preserving GNN queries. - Yan Dai 001; Jie Shao 001; Gang Hu 004; Long Guo (World Wide Web, 2019)

Graph-to-Tree Learning for Solving Math Word Problems. - Jipeng Zhang; Lei Wang 185; Roy Ka-Wei Lee; Yi Bin; Yan Wang 060; Jie Shao 001; Ee-Peng Lim (ACL, 2020)

TKGFrame: A Two-Phase Framework for Temporal-Aware Knowledge Graph Completion. - Jiasheng Zhang; Yongpan Sheng; Zheng Wang 044; Jie Shao 001 (APWeb/WAIM (1), 2020)

MRMRP: Multi-source Review-Based Model for Rating Prediction. - Xiaochen Wang; Tingsong Xiao; Jie Tang 005; Deqiang Ouyang; Jie Shao 001 (DASFAA (2), 2020)

Fused Recurrent Network Via Channel Attention For Remote Sensing Satellite Image Super-Resolution. - Xinyao Li; Dongyang Zhang 001; Zhenwen Liang; Deqiang Ouyang; Jie Shao 001 (ICME, 2020)

Adaptive Feature Enhancement Network for Semantic Segmentation. - Kuntao Cao; Xi Huang; Jie Shao 001 (ICONIP (4), 2020)

Exploring Parameter Space with Structured Noise for Meta-Reinforcement Learning. - Hui Xu; Chong Zhang; Jiaxing Wang; Deqiang Ouyang; Yu Zheng; Jie Shao 001 (IJCAI, 2020)

Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem. - Jipeng Zhang; Roy Ka-Wei Lee; Ee-Peng Lim; Wei Qin; Lei Wang 185; Jie Shao 001; Qianru Sun (IJCAI, 2020)

RICAPS: residual inception and cascaded capsule network for broadcast sports video classification. - Abdullah Aman Khan; Saifullah Tumrani; Chunlin Jiang; Jie Shao 001 (MMAsia, 2020)

Multiplicative angular margin loss for text-based person search. - Peng Zhang; Deqiang Ouyang; Feiyu Chen 001; Jie Shao 001 (MMAsia, 2020)

Cognitive visual anomaly detection with constrained latent representations for industrial inspection robot. - Jie Li; Xing Xu 001; Lianli Gao; Zheng Wang 044; Jie Shao 001 (Appl. Soft Comput., 2020)

Clustering-based multiple instance learning with multi-view feature. - Chengkun He; Jie Shao 001; Jiasheng Zhang; Xiangmin Zhou (Expert Syst. Appl., 2020)

Question-Led object attention for visual question answering. - Lianli Gao; Liangfu Cao; Xing Xu 001; Jie Shao 001; Jingkuan Song (Neurocomputing, 2020)

Unsupervised urban scene segmentation via domain adaptation. - Lianli Gao; Yiyue Zhang; Fuhao Zou; Jie Shao 001; Junyu Lai (Neurocomputing, 2020)

Destination prediction using deep echo state network. - Zuohua Song; Keyu Wu 003; Jie Shao 001 (Neurocomputing, 2020)

Joint image deblurring and super-resolution with attention dual supervised network. - Dongyang Zhang 001; Zhenwen Liang; Jie Shao 001 (Neurocomputing, 2020)

Personalized travel route recommendation from multi-source social media data. - Gang Hu 004; Yi Qin; Jie Shao 001 (Multim. Tools Appl., 2020)

Traffic sign detection and recognition based on pyramidal convolutional networks. - Zhenwen Liang; Jie Shao 001; Dongyang Zhang 001; Lianli Gao (Neural Comput. Appl., 2020)

Stability property of impulsive inertial neural networks with unbounded time delay and saturating actuators. - Deqiang Ouyang; Jie Shao 001; Cheng Hu 005 (Neural Comput. Appl., 2020)

Impulsive synchronization of coupled delayed neural networks with actuator saturation and its application to image encryption. - Deqiang Ouyang; Jie Shao 001; Haijun Jiang; Sing Kiong Nguang; Heng Tao Shen (Neural Networks, 2020)

Content-Aware Summarization of Broadcast Sports Videos: An Audio-Visual Feature Extraction Approach. - Abdullah Aman Khan; Jie Shao 001; Waqar Ali 001; Saifullah Tumrani (Neural Process. Lett., 2020)

Movie fill in the blank by joint learning from video and text with adaptive temporal attention. - Jie Chen; Jie Shao 001; Chengkun He (Pattern Recognit. Lett., 2020)

Partial attention and multi-attribute learning for vehicle re-identification. - Saifullah Tumrani; Zhiyi Deng; Haoyang Lin; Jie Shao 001 (Pattern Recognit. Lett., 2020)

Kernel Attention Network for Single Image Super-Resolution. - Dongyang Zhang 001; Jie Shao 001; Heng Tao Shen (ACM Trans. Multim. Comput. Commun. Appl., 2020)

Guest editorial: special issue on Web and big data 2019. - Jie Shao 001; Man Lung Yiu; Masashi Toyoda (World Wide Web, 2020)

Spatial-Temporal Attention Network for Temporal Knowledge Graph Completion. - Jiasheng Zhang; Shuang Liang 002; Zhiyi Deng; Jie Shao 001 (DASFAA (1), 2021)

Efficient Spatio-Temporal Network with Gated Fusion for Video Super-Resolution. - Changyu Li; Dongyang Zhang 001; Ning Xie 003; Jie Shao 001 (ICANN (5), 2021)

Aggregation Architecture and all-to-one Network for Real-Time Semantic Segmentation. - Kuntao Cao; Xi Huang; Jie Shao 001 (ICASSP, 2021)

Knowledge-Aware Group Representation Learning for Group Recommendation. - Zhiyi Deng; Changyu Li; Shujin Liu; Waqar Ali 001; Jie Shao 001 (ICDE, 2021)

Learning Multi-dimensional Parallax Prior for Stereo Image Super-Resolution. - Changyu Li; Dongyang Zhang 001; Chunlin Jiang; Ning Xie 003; Jie Shao 001 (ICONIP (6), 2021)

Attention-guided Progressive Partition Network for Human Parsing. - Xi Huang; Chengkun He; Jie Shao 001 (IJCNN, 2021)

ADA: Adaptive Depth Attention Model for Click - Through Rate Prediction. - Shujin Liu; Derong Chen; Jie Shao 001 (IJCNN, 2021)

EMRM: Enhanced Multi-source Review-Based Model for Rating Prediction. - Xiaochen Wang; Tingsong Xiao; Jie Shao 001 (KSEM, 2021)

Multi-Attention Audio-Visual Fusion Network for Audio Spatialization. - Wen Zhang; Jie Shao 001 (ICMR, 2021)

Learning What and When to Drop: Adaptive Multimodal and Contextual Dynamics for Emotion Recognition in Conversation. - Feiyu Chen 001; Zhengxiao Sun; Deqiang Ouyang; Xueliang Liu; Jie Shao 001 (ACM Multimedia, 2021)

Fully Functional Image Manipulation Using Scene Graphs in A Bounding-Box Free Way. - Sitong Su; Lianli Gao; Junchen Zhu; Jie Shao 001; Jingkuan Song (ACM Multimedia, 2021)

Video Representation Learning with Graph Contrastive Augmentation. - Jingran Zhang; Xing Xu 001; Fumin Shen; Yazhou Yao; Jie Shao 001; Xiaofeng Zhu 001 (ACM Multimedia, 2021)

PFFN: Progressive Feature Fusion Network for Lightweight Image Super-Resolution. - Dongyang Zhang 001; Changyu Li; Ning Xie 003; Guoqing Wang 001; Jie Shao 001 (ACM Multimedia, 2021)

Extracting Useful Knowledge from Noisy Web Images via Data Purification for Fine-Grained Recognition. - Chuanyi Zhang; Yazhou Yao; Xing Xu 001; Jie Shao 001; Jingkuan Song; Zechao Li; Zhenmin Tang (ACM Multimedia, 2021)

Language Person Search with Pair-Based Weighting Loss. - Peng Zhang; Deqiang Ouyang; Chunlin Jiang; Jie Shao 001 (MMM (1), 2021)

A Syntax-Aware Encoder for Authorship Attribution. - Jianbo Liu; Zhiqiang Hu; Jiasheng Zhang; Roy Ka-Wei Lee; Jie Shao 001 (WISE (1), 2021)

A Federated Learning Approach for Privacy Protection in Context-Aware Recommender Systems. - Waqar Ali 001; Rajesh Kumar 014; Zhiyi Deng; Yansong Wang; Jie Shao 001 (Comput. J., 2021)

MWP-BERT: A Strong Baseline for Math Word Problems. - Zhenwen Liang; Jipeng Zhang; Jie Shao 001; Xiangliang Zhang 001 (CoRR, 2021)

Finite-time stability of coupled impulsive neural networks with time-varying delays and saturating actuators. - Deqiang Ouyang; Jie Shao 001; Haijun Jiang; Shiping Wen 001; Sing Kiong Nguang (Neurocomputing, 2021)

Heterogeneous data fusion for predicting mild cognitive impairment conversion. - Heng Tao Shen; Xiaofeng Zhu 001; Zheng Zhang 006; Shui-Hua Wang; Yi Chen 023; Xing Xu 001; Jie Shao 001 (Inf. Fusion, 2021)

Lightweight dynamic conditional GAN with pyramid attention for text-to-image synthesis. - Lianli Gao; Daiyuan Chen; Zhou Zhao 001; Jie Shao 001; Heng Tao Shen (Pattern Recognit., 2021)

Unsupervised meta-learning for few-shot learning. - Hui Xu; Jiaxing Wang; Hao Li; Deqiang Ouyang; Jie Shao 001 (Pattern Recognit., 2021)

Stereo Feature Enhancement and Temporal Information Extraction Network for Automatic Music Transcription. - Wen Zhang; Yonghui Zhang; Yanjun She; Jie Shao 001 (IEEE Signal Process. Lett., 2021)

Multi-Branch Networks for Video Super-Resolution With Dynamic Reconstruction Strategy. - Dongyang Zhang 001; Jie Shao 001; Zhenwen Liang; Xueliang Liu; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2021)

Remote Sensing Image Super-Resolution via Mixed High-Order Attention Network. - Dongyang Zhang 001; Jie Shao 001; Xinyao Li; Heng Tao Shen (IEEE Trans. Geosci. Remote. Sens., 2021)

Interclass-Relativity-Adaptive Metric Learning for Cross-Modal Matching and Beyond. - Feiyu Chen 001; Jie Shao 001; Yonghui Zhang; Xing Xu 001; Heng Tao Shen (IEEE Trans. Multim., 2021)

Large Factor Image Super-Resolution With Cascaded Convolutional Neural Networks. - Dongyang Zhang 001; Jie Shao 001; Zhenwen Liang; Lianli Gao; Heng Tao Shen (IEEE Trans. Multim., 2021)

Zero-shot Cross-modal Retrieval by Assembling AutoEncoder and Generative Adversarial Network. - Xing Xu 001; Jialin Tian; Kaiyi Lin; Huimin Lu 001; Jie Shao 001; Heng Tao Shen (ACM Trans. Multim. Comput. Commun. Appl., 2021)

SPSTN: Sequential Precoding Spatial-Temporal Networks for Railway Delay Prediction. - Junfeng Fu; Limin Zhong; Changyu Li; Hao Li; Chuiyun Kong; Jie Shao 001 (APWeb/WAIM (1), 2022)

Wide Feature Projection with Fast and Memory-Economic Attention for Efficient Image Super-Resolution. - Minghao Fu 002; Dongyang Zhang 001; Min Lei; Kun He; Changyu Li; Jie Shao 001 (BMVC, 2022)

Do Simpler Statistical Methods Perform Better in Multivariate Long Sequence Time-Series Forecasting? - Hao Li; Jie Shao 001; Kewen Liao; Mingjian Tang 001 (CIKM, 2022)

DRGI: Deep Relational Graph Infomax for Knowledge Graph Completion: (Extended Abstract). - Shuang Liang 002; Jie Shao 001; Dongyang Zhang 001; Jiasheng Zhang; Bin Cui 001 (ICDE, 2022)

Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations. - Yan Zhang 036; Changyu Li; Ivor W. Tsang; Hui Xu; Lixin Duan; Hongzhi Yin; Wen Li 001; Jie Shao 001 (ICDE, 2022)

SMDT: Cross-View Geo-Localization with Image Alignment and Transformer. - Xiaoyang Tian; Jie Shao 001; Deqiang Ouyang; Anjie Zhu; Feiyu Chen 001 (ICME, 2022)

Synesthesia Transformer with Contrastive Multimodal Learning. - Zhengxiao Sun; Feiyu Chen 001; Jie Shao 001 (ICONIP (1), 2022)

Breaking Isolation: Multimodal Graph Fusion for Multimedia Recommendation by Edge-wise Modulation. - Feiyu Chen 001; Junjie Wang 011; Yinwei Wei; Hai-Tao Zheng 002; Jie Shao 001 (ACM Multimedia, 2022)

MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving. - Zhenwen Liang; Jipeng Zhang; Lei Wang 185; Wei Qin; Yunshi Lan; Jie Shao 001; Xiangliang Zhang 001 (NAACL-HLT (Findings), 2022)

A Multi-output Integration Residual Network for Predicting Time Series Data with Diverse Scales. - Hao Li; Mingjian Tang 001; Kewen Liao; Jie Shao 001 (PRICAI (1), 2022)

Transformer-Based Cache Replacement Policy Learning. - Meng Yang; Chenxu Yang; Jie Shao 001 (WISE, 2022)

Inferring context with reliable collaborators: a novel similarity estimation method for recommender systems. - Waqar Ali 001; Jay Kumar; Jie Shao 001 (Appl. Intell., 2022)

SPNet: A deep network for broadcast sports video highlight generation. - Abdullah Aman Khan; Jie Shao 001 (Comput. Electr. Eng., 2022)

Temporal knowledge graph representation learning with local and global evolutions. - Jiasheng Zhang; Shuang Liang 002; Yongpan Sheng; Jie Shao 001 (Knowl. Based Syst., 2022)

Step by step: A hierarchical framework for multi-hop knowledge graph reasoning with reinforcement learning. - Anjie Zhu; Deqiang Ouyang; Shuang Liang 002; Jie Shao 001 (Knowl. Based Syst., 2022)

ENet: event based highlight generation network for broadcast sports videos. - Abdullah Aman Khan; Yunbo Rao; Jie Shao 001 (Multim. Syst., 2022)

UAV-Satellite View Synthesis for Cross-View Geo-Localization. - Xiaoyang Tian; Jie Shao 001; Deqiang Ouyang; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2022)

Action-Centric Relation Transformer Network for Video Question Answering. - Jipeng Zhang; Jie Shao 001; Rui Cao 002; Lianli Gao; Xing Xu 001; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2022)

Scenario-Aware Recurrent Transformer for Goal-Directed Video Captioning. - Xin Man; Deqiang Ouyang; Xiangpeng Li; Jingkuan Song; Jie Shao 001 (ACM Trans. Multim. Comput. Commun. Appl., 2022)

Generalizing Math Word Problem Solvers via Solution Diversification. - Zhenwen Liang; Jipeng Zhang; Lei Wang 185; Yan Wang 060; Jie Shao 001; Xiangliang Zhang 001 (AAAI, 2023)

Compositional Mathematical Encoding for Math Word Problems. - Zhenwen Liang; Jipeng Zhang; Kehan Guo; Xiaodong Wu; Jie Shao 001; Xiangliang Zhang 001 (ACL (Findings), 2023)

Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games. - Anjie Zhu; Peng-Fei Zhang; Yi Zhang 105; Zi Huang; Jie Shao 001 (ACL (Findings), 2023)

Multi-level Storage Optimization for Intermediate Data in AI Model Training. - Junfeng Fu; Yang Yang 002; Gang Hu 004; Xianqiang Luo; Jie Shao 001 (ADC, 2023)

Health Status Assessment for HDDs Based on Bi-LSTM and N-Dimensional Similarity Metric. - Bo Su; Xin Man; Hui Xu; Xiangmin Zhou; Jie Shao 001 (ADC, 2023)

Deep Reinforcement Learning for Stock Trading with Behavioral Finance Strategy. - Shilong Deng; Zetao Zheng; Hongcai He; Jie Shao 001 (ADMA (2), 2023)

W-MRI: A Multi-output Residual Integration Model for Global Weather Forecasting. - Lihao Gan; Xin Man; Changyu Li; Lei She; Jie Shao 001 (APWeb-WAIM (2), 2023)

Multivariate, Multi-Frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognition in Conversation. - Feiyu Chen 001; Jie Shao 001; Shuyuan Zhu; Heng Tao Shen (CVPR, 2023)

Mitigating Data Stalls in Deep Learning with Multi-times Data Loading Rule. - Derong Chen; Shuang Liang 002; Gang Hu 004; Han Xu; Xianqiang Luo; Hao Li; Jie Shao 001 (DASFAA (1), 2023)

Capturing Cross-Scale Disparity for Stereo Image Super-Resolution. - Kun He; Changyu Li; Dongyang Zhang 001; Jie Shao 001 (ICASSP, 2023)

Relational Temporal Graph Convolutional Networks for Ranking-Based Stock Prediction. - Zetao Zheng; Jie Shao 001; Jia Zhu 003; Heng Tao Shen (ICDE, 2023)

SBSR: A Simple Residual Network for Efficient Burst Super-Resolution. - Min Lei; Kun He; Chunlin Jiang; Jie Shao 001 (ICME Workshops, 2023)

A Self-Attention Causal LSTM Model for Precipitation Nowcasting. - Lei She; Chenghong Zhang; Xin Man; Xuewei Luo; Jie Shao 001 (ICME Workshops, 2023)

Modeling Both Collaborative and Temporal Information for Sequential Recommendation. - Jinyue Dai; Jie Shao 001; Zhiyi Deng; Hongcai He; Feiyu Chen 001 (ICONIP (9), 2023)

Knowledge-Distillation-Warm-Start Training Strategy for Lightweight Super-Resolution Networks. - Min Lei; Kun He; Hui Xu; Yunfeng Yang; Jie Shao 001 (ICONIP (12), 2023)

G&L: An Attention-based Model for Improving Prefetching in Solid-state Drives. - Chenxu Yang; Xin Man; Jie Shao 001 (IJCNN, 2023)

Understanding the Semantics of GPS-based Trajectories for Road Closure Detection. - Jiasheng Zhang; Kaiqiang An; Guoping Liu; Xiang Wen; Runbo Hu; Jie Shao 001 (KDD, 2023)

Strong-Weak Cross-View Interaction Network for Stereo Image Super-Resolution. - Kun He; Changyu Li; Jie Shao 001 (ICMR, 2023)

StreamE: Learning to Update Representations for Temporal Knowledge Graphs in Streaming Scenarios. - Jiasheng Zhang; Jie Shao 001; Bin Cui 001 (SIGIR, 2023)

W-MAE: Pre-trained weather model with masked autoencoder for multi-variable weather forecasting. - Xin Man; Chenghong Zhang; Changyu Li; Jie Shao 001 (CoRR, 2023)

ESTISR: Adapting Efficient Scene Text Image Super-resolution for Real-Scenes. - Minghao Fu 002; Xin Man; Yihan Xu; Jie Shao 001 (CoRR, 2023)

CAML: Contextual augmented meta-learning for cold-start recommendation. - Israr Ur Rehman; Waqar Ali 001; Zahoor Jan; Zulfiqar Ali 002; Hui Xu; Jie Shao 001 (Neurocomputing, 2023)

Quaternion Representation Learning for cross-modal matching. - Zheng Wang 044; Xing Xu 001; Jiwei Wei; Ning Xie 003; Jie Shao 001; Yang Yang 002 (Knowl. Based Syst., 2023)

GAB-Net: A Robust Detector for Remote Sensing Object Detection Under Dramatic Scale Variation and Complex Backgrounds. - Hongyu Zhang; Yunbo Rao; Jie Shao 001; Fanman Meng; Naveed Ahmad 003 (IEEE Geosci. Remote. Sens. Lett., 2023)

Reading Various Types of Pointer Meters Under Extreme Motion Blur. - Hongyu Zhang; Yunbo Rao; Jie Shao 001; Fanman Meng; Jiansu Pu (IEEE Trans. Instrum. Meas., 2023)

Fine-Grained Spatio-Temporal Parsing Network for Action Quality Assessment. - Kumie Gedamu; Yanli Ji; Yang Yang 002; Jie Shao 001; Heng Tao Shen (IEEE Trans. Image Process., 2023)

Hyper-node Relational Graph Attention Network for Multi-modal Knowledge Graph Completion. - Shuang Liang 002; Anjie Zhu; Jiasheng Zhang; Jie Shao 001 (ACM Trans. Multim. Comput. Commun. Appl., 2023)

TEVL: Trilinear Encoder for Video-language Representation Learning. - Xin Man; Jie Shao 001; Feiyu Chen 001; Mingxing Zhang; Heng Tao Shen (ACM Trans. Multim. Comput. Commun. Appl., 2023)

DRGI: Deep Relational Graph Infomax for Knowledge Graph Completion. - Shuang Liang 002; Jie Shao 001; Dongyang Zhang 001; Jiasheng Zhang; Bin Cui 001 (IEEE Trans. Knowl. Data Eng., 2023)

Dynamic context management in context-aware recommender systems. - Waqar Ali 001; Jay Kumar; Cobbinah Bernard Mawuli; Lei She; Jie Shao 001 (Comput. Electr. Eng., 2023)

IrisST-Net for iris segmentation and contour parameters extraction. - Yingfeng Liu; Wenzhong Shen; Dongliang Wu; Jie Shao 001 (Appl. Intell., 2023)

FedFTHA: A Fine-Tuning and Head Aggregation Method in Federated Learning. - Yansong Wang; Hui Xu; Waqar Ali 001; Miaobo Li; Xiangmin Zhou; Jie Shao 001 (IEEE Internet Things J., 2023)

Pixel-level self-paced adversarial network with multiple attention in single image super-resolution. - Jie Shao 001; Xuecheng Zhuang; Zhengqi Wang; Wenzhong Shen (Signal Image Video Process., 2023)

MetaCAR: Cross-Domain Meta-Augmentation for Content-Aware Recommendation. - Hui Xu; Changyu Li; Yan Zhang 036; Lixin Duan; Ivor W. Tsang; Jie Shao 001 (IEEE Trans. Knowl. Data Eng., 2023)

Empowering the Diversity and Individuality of Option: Residual Soft Option Critic Framework. - Anjie Zhu; Feiyu Chen 001; Hui Xu; Deqiang Ouyang; Jie Shao 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Graph-Based Non-Sampling for Knowledge Graph Enhanced Recommendation. - Shuang Liang 002; Jie Shao 001; Jiasheng Zhang; Bin Cui 001 (IEEE Trans. Knowl. Data Eng., 2023)

Delay prediction with spatial-temporal bi-directional LSTM in railway network. - Ke Yu; Chuiyun Kong; Limin Zhong; Junfeng Fu; Jie Shao 001 (ICT Express, 2023)

FOF: a fine-grained object detection and feature extraction end-to-end network. - Wenzhong Shen; Jinpeng Chen; Jie Shao 001 (Int. J. Multim. Inf. Retr., 2023)

Decoupling Meta-Reinforcement Learning with Gaussian Task Contexts and Skills. - Hongcai He; Anjie Zhu; Shuang Liang 002; Feiyu Chen 001; Jie Shao 001 (AAAI, 2024)

Abstract and Explore: A Novel Behavioral Metric with Cyclic Dynamics in Reinforcement Learning. - Anjie Zhu; Peng-Fei Zhang; Ruihong Qiu; Zetao Zheng; Zi Huang; Jie Shao 001 (AAAI, 2024)

Rectify the Regression Bias in Long-Tailed Object Detection. - Ke Zhu; Minghao Fu 001; Jie Shao 001; Tianyu Liu; Jianxin Wu 001 (ECCV (28), 2024)

Online Anomaly Detection over Live Social Video Streaming. - Chengkun He; Xiangmin Zhou; Chen Wang 008; Iqbal Gondal; Jie Shao 001; Xun Yi (ICDE, 2024)

HIT: Solving Partial Index Tracking via Hierarchical Reinforcement Learning. - Zetao Zheng; Jie Shao 001; Feiyu Chen 001; Anjie Zhu; Shilong Deng; Heng Tao Shen (ICDE, 2024)

Cross-Insight Trader: A Trading Approach Integrating Policies with Diverse Investment Horizons for Portfolio Management. - Zetao Zheng; Jie Shao 001; Shilong Deng; Anjie Zhu; Heng Tao Shen; Xiaofang Zhou 001 (ICDE, 2024)

Influence-Aware Group Recommendation for Social Media Propagation. - Chengkun He; Xiangmin Zhou; Chen Wang 008; Longbing Cao; Jie Shao 001; Zahir Tari (ICDM, 2024)

DiffuLT: Diffusion for Long-tail Recognition Without External Knowledge. - Jie Shao 001; Ke Zhu; Hanxiao Zhang; Jianxin Wu 001 (NeurIPS, 2024)

DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed Graphs. - Jiasheng Zhang; Jialin Chen; Menglin Yang 004; Aosong Feng; Shuang Liang 002; Jie Shao 001; Rex Ying (NeurIPS, 2024)

Improving Meta-learning for Few-Shot Text Classification via Label Propagation. - Haorui Li; Jie Shao 001; Xiangqiang Zeng; Hui Xu (ECML/PKDD (5), 2024)

DiffuLT: How to Make Diffusion Model Useful for Long-tail Recognition. - Jie Shao 001; Ke Zhu; Hanxiao Zhang; Jianxin Wu 001 (CoRR, 2024)

LitFM: A Retrieval Augmented Structure-aware Foundation Model For Citation Graphs. - Jiasheng Zhang; Jialin Chen; Ali Maatouk; Ngoc Bui; Qianqian Xie; Leandros Tassiulas; Jie Shao 001; Hua Xu 001; Rex Ying (CoRR, 2024)

Diffusion Product Quantization. - Jie Shao 001; Hanxiao Zhang; Jianxin Wu 001 (CoRR, 2024)

Bilateral Improvement in Local Personalization and Global Generalization in Federated Learning. - Yansong Wang; Hui Xu; Waqar Ali 001; Xiangmin Zhou; Jie Shao 001 (IEEE Internet Things J., 2024)

HierarT: Multi-hop temporal knowledge graph forecasting with hierarchical reinforcement learning. - Xuewei Luo; Anjie Zhu; Jiasheng Zhang; Jie Shao 001 (Knowl. Based Syst., 2024)

Mutual Correlation Network for few-shot learning. - Derong Chen; Feiyu Chen 001; Deqiang Ouyang; Jie Shao 001 (Neural Networks, 2024)

Self-Supervised Sub-Action Parsing Network for Semi-Supervised Action Quality Assessment. - Kumie Gedamu; Yanli Ji; Yang Yang 002; Jie Shao 001; Heng Tao Shen (IEEE Trans. Image Process., 2024)

Enhancing Radar Echo Extrapolation by ConvLSTM2D for Precipitation Nowcasting. - Farah Naz; Lei She; Muhammad Sinan; Jie Shao 001 (Sensors, 2024)

Modeling Hierarchical Uncertainty for Multimodal Emotion Recognition in Conversation. - Feiyu Chen 001; Jie Shao 001; Anjie Zhu; Deqiang Ouyang; Xueliang Liu; Heng Tao Shen (IEEE Trans. Cybern., 2024)

Dynamic Bi-layer Graph Learning for Context-aware Sequential Recommendation. - Xiangmin Zhou; Rosni Lumbantoruan; Yongli Ren; Lei Chen 002; Xiaochun Yang 001; Jie Shao 001 (Trans. Recomm. Syst., 2024)

Dynamic Adjustment of Disk Redundancy and Scrubbing Strategy With Reinforcement Learning. - Bo Su; Hui Xu; Gang Hu 004; Jie Shao 001 (IEEE Trans. Ind. Informatics, 2024)

Responsible Recommendation Services with Blockchain Empowered Asynchronous Federated Learning. - Waqar Ali 001; Rajesh Kumar 014; Xiangmin Zhou; Jie Shao 001 (ACM Trans. Intell. Syst. Technol., 2024)

LLMDiff: Diffusion Model Using Frozen LLM Transformers for Precipitation Nowcasting. - Lei She; Chenghong Zhang; Xin Man; Jie Shao 001 (Sensors, 2024)

Online Detection of Anomalies in Temporal Knowledge Graphs with Interpretability. - Jiasheng Zhang; Rex Ying; Jie Shao 001 (Proc. ACM Manag. Data, 2024)

Enhancing Online Reinforcement Learning with Meta-Learned Objective from Offline Data. - Shilong Deng; Zetao Zheng; Hongcai He; Paul Weng; Jie Shao 001 (AAAI, 2025)

EWMoE: An Effective Model for Global Weather Forecasting with Mixture-of-Experts. - Lihao Gan; Xin Man; Chenghong Zhang; Jie Shao 001 (AAAI, 2025)

Quantization without Tears. - Minghao Fu 001; Hao Yu; Jie Shao 001; Junjie Zhou; Ke Zhu; Jianxin Wu 001 (CVPR, 2025)

Motivation-Aware Session Planning over Heterogeneous Social Platforms. - Chengkun He; Xiangmin Zhou; Yurong Cheng; Jie Shao 001; Guoren Wang; Iqbal Gondal; Zahir Tari (WWW, 2025)

A Responsible and Extendable Context-Aware Recommender System. - Xiangmin Zhou; Lei Chen 002; Chengkun He; Junfeng Wu; Weiyi Zhou; Jie Shao 001; Yanchun Zhang (WWW (Companion Volume), 2025)

A two-stage trained hybrid Unet-ConvLSTM2D for enhanced precipitation nowcasting. - Farah Naz; Lei She; Chenghong Zhang; Jie Shao 001 (Environ. Model. Softw., 2025)

Task augmentation via channel mixture for few-task meta-learning. - Jiangdong Fan; Yuekeng Li; Jiayi Bi; Hui Xu; Jie Shao 001 (Neural Networks, 2025)

Multi-Concept Learning for Scene Graph Generation. - Xinyu Lyu; Lianli Gao; Junlin Xie; Pengpeng Zeng; Yulu Tian; Jie Shao 001; Heng Tao Shen (IEEE Trans. Image Process., 2025)

LRDNet: Lightweight LiDAR Aided Cascaded Feature Pools for Free Road Space Detection. - Abdullah Aman Khan; Jie Shao 001; Yunbo Rao; Lei She; Heng Tao Shen (IEEE Trans. Multim., 2025)

Enhancing Few-Shot 3D Point Cloud Classification With Soft Interaction and Self-Attention. - Abdullah Aman Khan; Jie Shao 001; Sidra Shafiq; Shuyuan Zhu; Heng Tao Shen (IEEE Trans. Multim., 2025)

Towards Pattern-aware Data Augmentation for Temporal Knowledge Graph Completion. - Jiasheng Zhang; Deqiang Ouyang; Shuang Liang 002; Jie Shao 001 (CoRR, 2025)

Visual-Semantic Alignment Temporal Parsing for Action Quality Assessment. - Kumie Gedamu; Yanli Ji; Yang Yang 002; Jie Shao 001; Heng Tao Shen (IEEE Trans. Circuits Syst. Video Technol., 2025)

HidAttack: An Effective and Undetectable Model Poisoning Attack to Federated Recommenders. - Waqar Ali 001; Khalid Umer; Xiangmin Zhou; Jie Shao 001 (IEEE Trans. Knowl. Data Eng., 2025)

CVIformer: Cross-View Interactive Transformer for Efficient Stereoscopic Image Super-Resolution. - Dongyang Zhang 001; Shuang Liang 002; Tao He 007; Jie Shao 001; Ke Qin (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Privacy-preserved and Responsible Recommenders: From Conventional Defense to Federated Learning and Blockchain. - Waqar Ali 001; Xiangmin Zhou; Jie Shao 001 (ACM Comput. Surv., 2025)

Hands-Free: Action Abstraction With Hierarchical Reinforcement Learning in Text-Based Games. - Anjie Zhu; Hongcai He; Yongjun Yang; Zetao Zheng; Jie Shao 001 (IEEE Trans. Consumer Electron., 2025)

Enhanced Influence-aware Group Recommendation for Online Media Propagation. - Chengkun He; Xiangmin Zhou; Chen Wang 008; Longbing Cao; Jie Shao 001; Xiaodong Li; Guang Xu; Carrie Jinqiu Hu; Zahir Tari (CoRR, 2025)

LISA: A Layer-wise Integration and Suppression Approach for Hallucination Mitigation in Multimodal Large Language Models. - Zhihui Guo; Xin Man; Hui Xu; Jie Shao 001 (CoRR, 2025)

Images Speak Louder Than Scores: Failure Mode Escape for Enhancing Generative Quality. - Jie Shao 001; Ke Zhu; Minghao Fu 001; Guo-hua Wang; Jianxin Wu 001 (CoRR, 2025)