| 2026 | AAAI | Improving Generalization in Offline Meta-Reinforcement Learning via Cross-task Contexts. | Hongcai He, Zetao Zheng, Anjie Zhu, Deqiang Ouyang, Jie Shao |
| 2026 | ISCAS | Low-Latency Scaling-Free Hyperbolic CORDIC Algorithm Based on Linear Rotation Angles and Leading-One Bit Detection. | Yu Xie, Jie Shao, Fei Lyu, Zongguang Yu, Weiqiang Liu, Hui Chen |
| 2025 | AAAI | Graphic Design with Large Multimodal Model. | Yutao Cheng, Zhao Zhang, Maoke Yang, Hui Nie, Chunyuan Li, Xinglong Wu, Jie Shao |
| 2025 | AAAI | Enhancing Online Reinforcement Learning with Meta-Learned Objective from Offline Data. | Shilong Deng, Zetao Zheng, Hongcai He, Paul Weng, Jie Shao |
| 2025 | AAAI | EWMoE: An Effective Model for Global Weather Forecasting with Mixture-of-Experts. | Lihao Gan, Xin Man, Chenghong Zhang, Jie Shao |
| 2025 | AAAI | AdaDiff: Adaptive Step Selection for Fast Diffusion Models. | Hui Zhang, Zuxuan Wu, Zhen Xing, Jie Shao, Yu-Gang Jiang |
| 2025 | CVPR | Quantization without Tears. | Minghao Fu, Hao Yu, Jie Shao, Junjie Zhou, Ke Zhu, Jianxin Wu |
| 2025 | CVPR | SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding. | Hao Li, Changyao Tian, Jie Shao, Xizhou Zhu, Zhaokai Wang, Jinguo Zhu, Wenhan Dou, Xiao-Gang Wang, Hongsheng Li, Lewei Lu, Jifeng Dai |
| 2025 | CVPR | BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers. | Hui Zhang, Tingwei Gao, Jie Shao, Zuxuan Wu |
| 2025 | ICCV | Training-Free Class Purification for Open-Vocabulary Semantic Segmentation. | Qi Chen, Lingxiao Yang, Yun Chen, Nailong Zhao, Jianhuang Lai, Jie Shao, Xiaohua Xie |
| 2025 | ICCV | Memory-Efficient Generative Models via Product Quantization. | Jie Shao, Hanxiao Zhang, Hao Yu, Jianxin Wu |
| 2025 | ICCV | CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation. | Hui Zhang, Dexiang Hong, Yitong Wang, Jie Shao, Xinglong Wu, Zuxuan Wu, Yu-Gang Jiang |
| 2025 | ICML | Decomposition of Graphic Design with Unified Multimodal Model. | Hui Nie, Zhao Zhang, Yutao Cheng, Maoke Yang, Gonglei Shi, Qingsong Xie, Jie Shao, Xinglong Wu |
| 2025 | ICML | Retrieval-Augmented Language Model for Knowledge-aware Protein Encoding. | Jiasheng Zhang, Delvin Ce Zhang, Shuang Liang, Zhengpin Li, Rex Ying, Jie Shao |
| 2025 | KDD | LitFM: A Retrieval Augmented Structure-aware Foundation Model For Citation Graphs. | Jiasheng Zhang, Ali Maatouk, Jialin Chen, Ngoc Bui, Qianqian Xie, Leandros Tassiulas, Hua Xu, Jie Shao, Rex Ying |
| 2025 | WWW | Motivation-Aware Session Planning over Heterogeneous Social Platforms. | Chengkun He, Xiangmin Zhou, Yurong Cheng, Jie Shao, Guoren Wang, Iqbal Gondal, Zahir Tari |
| 2025 | WWW | A Responsible and Extendable Context-Aware Recommender System. | Xiangmin Zhou, Lei Chen, Chengkun He, Junfeng Wu, Weiyi Zhou, Jie Shao, Yanchun Zhang |
| 2024 | AAAI | Decoupling Meta-Reinforcement Learning with Gaussian Task Contexts and Skills. | Hongcai He, Anjie Zhu, Shuang Liang, Feiyu Chen, Jie Shao |
| 2024 | AAAI | 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 |
| 2024 | ECCV | Rectify the Regression Bias in Long-Tailed Object Detection. | Ke Zhu, Minghao Fu, Jie Shao, Tianyu Liu, Jianxin Wu |
| 2024 | ICDE | Online Anomaly Detection over Live Social Video Streaming. | Chengkun He, Xiangmin Zhou, Chen Wang, Iqbal Gondal, Jie Shao, Xun Yi |
| 2024 | ICDE | HIT: Solving Partial Index Tracking via Hierarchical Reinforcement Learning. | Zetao Zheng, Jie Shao, Feiyu Chen, Anjie Zhu, Shilong Deng, Heng Tao Shen |
| 2024 | ICDE | Cross-Insight Trader: A Trading Approach Integrating Policies with Diverse Investment Horizons for Portfolio Management. | Zetao Zheng, Jie Shao, Shilong Deng, Anjie Zhu, Heng Tao Shen, Xiaofang Zhou |
| 2024 | ICDM | Influence-Aware Group Recommendation for Social Media Propagation. | Chengkun He, Xiangmin Zhou, Chen Wang, Longbing Cao, Jie Shao, Zahir Tari |
| 2023 | AAAI | Generalizing Math Word Problem Solvers via Solution Diversification. | Zhenwen Liang, Jipeng Zhang, Lei Wang, Yan Wang, Jie Shao, Xiangliang Zhang |
| 2023 | ACL | Compositional Mathematical Encoding for Math Word Problems. | Zhenwen Liang, Jipeng Zhang, Kehan Guo, Xiaodong Wu, Jie Shao, Xiangliang Zhang |
| 2023 | ACL | Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games. | Anjie Zhu, Peng-Fei Zhang, Yi Zhang, Zi Huang, Jie Shao |
| 2023 | ADC | Multi-level Storage Optimization for Intermediate Data in AI Model Training. | Junfeng Fu, Yang Yang, Gang Hu, Xianqiang Luo, Jie Shao |
| 2023 | ADC | Health Status Assessment for HDDs Based on Bi-LSTM and N-Dimensional Similarity Metric. | Bo Su, Xin Man, Hui Xu, Xiangmin Zhou, Jie Shao |
| 2023 | ADMA | Deep Reinforcement Learning for Stock Trading with Behavioral Finance Strategy. | Shilong Deng, Zetao Zheng, Hongcai He, Jie Shao |
| 2023 | APWEB | W-MRI: A Multi-output Residual Integration Model for Global Weather Forecasting. | Lihao Gan, Xin Man, Changyu Li, Lei She, Jie Shao |
| 2023 | CVPR | Multivariate, Multi-Frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognition in Conversation. | Feiyu Chen, Jie Shao, Shuyuan Zhu, Heng Tao Shen |
| 2023 | DASFAA | Mitigating Data Stalls in Deep Learning with Multi-times Data Loading Rule. | Derong Chen, Shuang Liang, Gang Hu, Han Xu, Xianqiang Luo, Hao Li, Jie Shao |
| 2023 | ICASSP | Capturing Cross-Scale Disparity for Stereo Image Super-Resolution. | Kun He, Changyu Li, Dongyang Zhang, Jie Shao |
| 2023 | ICDE | Relational Temporal Graph Convolutional Networks for Ranking-Based Stock Prediction. | Zetao Zheng, Jie Shao, Jia Zhu, Heng Tao Shen |
| 2023 | ICONIP | Modeling Both Collaborative and Temporal Information for Sequential Recommendation. | Jinyue Dai, Jie Shao, Zhiyi Deng, Hongcai He, Feiyu Chen |
| 2023 | ICONIP | Knowledge-Distillation-Warm-Start Training Strategy for Lightweight Super-Resolution Networks. | Min Lei, Kun He, Hui Xu, Yunfeng Yang, Jie Shao |
| 2023 | IJCNN | G&L: An Attention-based Model for Improving Prefetching in Solid-state Drives. | Chenxu Yang, Xin Man, Jie Shao |
| 2023 | KDD | Understanding the Semantics of GPS-based Trajectories for Road Closure Detection. | Jiasheng Zhang, Kaiqiang An, Guoping Liu, Xiang Wen, Runbo Hu, Jie Shao |
| 2023 | SIGIR | StreamE: Learning to Update Representations for Temporal Knowledge Graphs in Streaming Scenarios. | Jiasheng Zhang, Jie Shao, Bin Cui |
| 2022 | APWEB | SPSTN: Sequential Precoding Spatial-Temporal Networks for Railway Delay Prediction. | Junfeng Fu, Limin Zhong, Changyu Li, Hao Li, Chuiyun Kong, Jie Shao |
| 2022 | BMVC | Wide Feature Projection with Fast and Memory-Economic Attention for Efficient Image Super-Resolution. | Minghao Fu, Dongyang Zhang, Min Lei, Kun He, Changyu Li, Jie Shao |
| 2022 | CIKM | Do Simpler Statistical Methods Perform Better in Multivariate Long Sequence Time-Series Forecasting? | Hao Li, Jie Shao, Kewen Liao, Mingjian Tang |
| 2022 | ICDE | DRGI: Deep Relational Graph Infomax for Knowledge Graph Completion: (Extended Abstract). | Shuang Liang, Jie Shao, Dongyang Zhang, Jiasheng Zhang, Bin Cui |
| 2022 | ICDE | Diverse Preference Augmentation with Multiple Domains for Cold-start Recommendations. | Yan Zhang, Changyu Li, Ivor W. Tsang, Hui Xu, Lixin Duan, Hongzhi Yin, Wen Li, Jie Shao |
| 2022 | ICONIP | Synesthesia Transformer with Contrastive Multimodal Learning. | Zhengxiao Sun, Feiyu Chen, Jie Shao |
| 2022 | NAACL | MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving. | Zhenwen Liang, Jipeng Zhang, Lei Wang, Wei Qin, Yunshi Lan, Jie Shao, Xiangliang Zhang |
| 2022 | PRICAI | A Multi-output Integration Residual Network for Predicting Time Series Data with Diverse Scales. | Hao Li, Mingjian Tang, Kewen Liao, Jie Shao |
| 2022 | WISE | Transformer-Based Cache Replacement Policy Learning. | Meng Yang, Chenxu Yang, Jie Shao |
| 2021 | DASFAA | Spatial-Temporal Attention Network for Temporal Knowledge Graph Completion. | Jiasheng Zhang, Shuang Liang, Zhiyi Deng, Jie Shao |
| 2021 | ICANN | Efficient Spatio-Temporal Network with Gated Fusion for Video Super-Resolution. | Changyu Li, Dongyang Zhang, Ning Xie, Jie Shao |
| 2021 | ICASSP | Aggregation Architecture and all-to-one Network for Real-Time Semantic Segmentation. | Kuntao Cao, Xi Huang, Jie Shao |
| 2021 | ICCV | Contrast and Order Representations for Video Self-supervised Learning. | Kai Hu, Jie Shao, Yuan Liu, Bhiksha Raj, Marios Savvides, Zhiqiang Shen |
| 2021 | ICCV | Mining Contextual Information Beyond Image for Semantic Segmentation. | Zhenchao Jin, Tao Gong, Dongdong Yu, Qi Chu, Jian Wang, Changhu Wang, Jie Shao |
| 2021 | ICCV | COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-training for Vision-Language Representation. | Keyu Wen, Jin Xia, Yuanyuan Huang, Linyang Li, Jiayan Xu, Jie Shao |
| 2021 | ICDE | Knowledge-Aware Group Representation Learning for Group Recommendation. | Zhiyi Deng, Changyu Li, Shujin Liu, Waqar Ali, Jie Shao |
| 2021 | ICML | Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing. | Kaixin Wang, Kuangqi Zhou, Qixin Zhang, Jie Shao, Bryan Hooi, Jiashi Feng |
| 2021 | ICONIP | Learning Multi-dimensional Parallax Prior for Stereo Image Super-Resolution. | Changyu Li, Dongyang Zhang, Chunlin Jiang, Ning Xie, Jie Shao |
| 2021 | IJCNN | Attention-guided Progressive Partition Network for Human Parsing. | Xi Huang, Chengkun He, Jie Shao |
| 2021 | IJCNN | ADA: Adaptive Depth Attention Model for Click - Through Rate Prediction. | Shujin Liu, Derong Chen, Jie Shao |
| 2021 | KSEM | EMRM: Enhanced Multi-source Review-Based Model for Rating Prediction. | Xiaochen Wang, Tingsong Xiao, Jie Shao |
| 2021 | MMM | Language Person Search with Pair-Based Weighting Loss. | Peng Zhang, Deqiang Ouyang, Chunlin Jiang, Jie Shao |
| 2021 | WACV | Temporal Context Aggregation for Video Retrieval with Contrastive Learning. | Jie Shao, Xin Wen, Bingchen Zhao, Xiangyang Xue |
| 2021 | WISE | A Syntax-Aware Encoder for Authorship Attribution. | Jianbo Liu, Zhiqiang Hu, Jiasheng Zhang, Roy Ka-Wei Lee, Jie Shao |
| 2020 | ACL | Graph-to-Tree Learning for Solving Math Word Problems. | Jipeng Zhang, Lei Wang, Roy Ka-Wei Lee, Yi Bin, Yan Wang, Jie Shao, Ee-Peng Lim |
| 2020 | APWEB | TKGFrame: A Two-Phase Framework for Temporal-Aware Knowledge Graph Completion. | Jiasheng Zhang, Yongpan Sheng, Zheng Wang, Jie Shao |
| 2020 | DASFAA | MRMRP: Multi-source Review-Based Model for Rating Prediction. | Xiaochen Wang, Tingsong Xiao, Jie Tang, Deqiang Ouyang, Jie Shao |
| 2020 | ICONIP | Adaptive Feature Enhancement Network for Semantic Segmentation. | Kuntao Cao, Xi Huang, Jie Shao |
| 2020 | IJCAI | Exploring Parameter Space with Structured Noise for Meta-Reinforcement Learning. | Hui Xu, Chong Zhang, Jiaxing Wang, Deqiang Ouyang, Yu Zheng, Jie Shao |
| 2020 | IJCAI | Teacher-Student Networks with Multiple Decoders for Solving Math Word Problem. | Jipeng Zhang, Roy Ka-Wei Lee, Ee-Peng Lim, Wei Qin, Lei Wang, Jie Shao, Qianru Sun |
| 2020 | ICPR | Learnable Higher-Order Representation for Action Recognition. | Jie Shao, Xiangyang Xue |
| 2020 | SIGIR | TFNet: Multi-Semantic Feature Interaction for CTR Prediction. | Shu Wu, Feng Yu, Xueli Yu, Qiang Liu, Liang Wang, Tieniu Tan, Jie Shao, Fan Huang |
| 2019 | BMVC | Document Binarization using Recurrent Attention Generative Model. | Shuchun Liu, Feiyun Zhang, Mingxi Chen, Yufei Xie, Pan He, Jie Shao |
| 2019 | ICONIP | Multi-class Human Body Parsing with Edge-Enhancement Network. | Xi Huang, Keyu Wu, Gang Hu, Jie Shao |
| 2019 | ICONIP | Dual-Path Recurrent Network for Image Super-Resolution. | Xinyao Li, Dongyang Zhang, Jie Shao |
| 2018 | ICDE | A Graph-Theoretic Fusion Framework for Unsupervised Entity Resolution. | Dongxiang Zhang, Long Guo, Xiangnan He, Jie Shao, Sai Wu, Heng Tao Shen |
| 2018 | ICIP | Unpaired Image-to-Image Translation from Shared Deep Space. | Xuehui Wu, Jie Shao, Lianli Gao, Heng Tao Shen |
| 2018 | ICPR | Person Re-identification Using Two-Stage Convolutional Neural Network. | Yonghui Zhang, Jie Shao, Deqiang Ouyang, Heng Tao Shen |
| 2017 | AAAI | Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton. | Lianli Gao, Peng Wang, Jingkuan Song, Zi Huang, Jie Shao, Heng Tao Shen |
| 2017 | AVSS | Building an intelligent video and image analysis evaluation platform for public security. | Chuanping Hu, Gengjian Xue, Lin Mei, Li Qi, Jie Shao, Yanfeng Shang, Jian Wang |
| 2017 | CIKM | Movie Fill in the Blank with Adaptive Temporal Attention and Description Update. | Jie Chen, Jie Shao, Fumin Shen, Chengkun He, Lianli Gao, Heng Tao Shen |
| 2017 | ICDE | IF-Matching: Towards Accurate Map-Matching with Information Fusion. | Gang Hu, Jie Shao, Fenglin Liu, Yuan Wang, Heng Tao Shen |
| 2017 | ICDE | Preserving-Ignoring Transformation Based Index for Approximate k Nearest Neighbor Search. | Gang Hu, Jie Shao, Dongxiang Zhang, Yang Yang, Heng Tao Shen |
| 2017 | ICONIP | Sharp and Real Image Super-Resolution Using Generative Adversarial Network. | Dongyang Zhang, Jie Shao, Gang Hu, Lianli Gao |
| 2017 | MDM | An Efficient Online Approach for Direction-Preserving Trajectory Simplification with Interval Bounds. | Bingqing Ke, Jie Shao, Dongxiang Zhang |
| 2017 | MMM | Spatial Verification via Compact Words for Mobile Instance Search. | Bo Wang, Jie Shao, Chengkun He, Gang Hu, Xing Xu |
| 2017 | SIGIR | Unifying Multi-Source Social Media Data for Personalized Travel Route Planning. | Gang Hu, Jie Shao, Fumin Shen, Zi Huang, Heng Tao Shen |
| 2016 | ACCV | Public Security Video and Image Analysis Challenge: A Retrospective. | Gengjian Xue, Wenfei Wang, Jie Shao, Chen Liang, Jinjing Wu, Hui Yang, Xiaoteng Zhang, Lin Mei, Chuanping Hu |
| 2016 | APWEB | Dynamic User Attribute Discovery on Social Media. | Xiu Huang, Yang Yang, Yue Hu, Fumin Shen, Jie Shao |
| 2016 | APWEB | An Online Approach for Direction-Based Trajectory Compression with Error Bound Guarantee. | Bingqing Ke, Jie Shao, Yi Zhang, Dongxiang Zhang, Yang Yang |
| 2016 | HiPC | Read Consistency in Distributed Database Based on DMVCC. | Jie Shao, Boxue Yin, Bujiao Chen, Guangshu Wang, Lin Yang, Jianliang Yan, Jianying Wang, Weidong Liu |
| 2016 | ICPR | Large-scale Isolated Gesture Recognition using pyramidal 3D convolutional networks. | Guangming Zhu, Liang Zhang, Lin Mei, Jie Shao, Juan Song, Peiyi Shen |
| 2016 | MMM | SELSH: A Hashing Scheme for Approximate Similarity Search with Early Stop Condition. | Jie Chen, Chengkun He, Gang Hu, Jie Shao |
| 2015 | ICCV | Multiple Granularity Descriptors for Fine-Grained Categorization. | Dequan Wang, Zhiqiang Shen, Jie Shao, Wei Zhang, Xiangyang Xue, Zheng Zhang |
| 2015 | ICPRAM | A Fast 4D Facial Expression Recognition Method for Low-resolution Videos. | Jie Shao, Nan Dong |
| 2015 | VCIP | 3View deep canonical correlation analysis for cross-modal retrieval. | Jie Shao, Zhi-Cheng Zhao, Fei Su, Ting Yue |
| 2015 | WISE | Geographical Constraint and Temporal Similarity Modeling for Point-of-Interest Recommendation. | Huimin Wu, Jie Shao, Hongzhi Yin, Heng Tao Shen, Xiaofang Zhou |
| 2014 | CIKM | Travel distance versus navigation complexity: a study on different spatial queries on road networks. | Jie Shao, Lars Kulik, Egemen Tanin, Long Guo |
| 2014 | MDM | WhereToGo: Personalized Travel Recommendation for Individuals and Groups. | Long Guo, Jie Shao, Kian-Lee Tan, Yang Yang |
| 2012 | DASFAA | Context Sensitive Tag Expansion with Information Inference. | Hongyun Cai, Zi Huang, Jie Shao, Xue Li |
| 2011 | ADC | Accelerating Spatial Join Operations using Bit-Indices. | Elizabeth Antoine, Kotagiri Ramamohanarao, Jie Shao, Rui Zhang |
| 2011 | ICRA | Spatiotemporal energy modeling for foreground segmentation in multiple object tracking. | Jie Shao, Zhen Jia, Zhipeng Li, Fuqiang Liu, Jianwei Zhao, Pei-Yuan Peng |
| 2010 | ADC | Recursive partitioning method for trajectory indexing. | Elizabeth Antoine, Kotagiri Ramamohanarao, Jie Shao, Rui Zhang |
| 2010 | ALIFE | Maintenance of Species Diversity by Predation in the Tierra System. | Jie Shao, Thomas S. Ray |
| 2010 | AVSS | Traffic Abnormality Detection through Directional Motion Behavior Map. | Nan Dong, Zhen Jia, Jie Shao, Ziyou Xiong, Zhipeng Li, Fuqiang Liu, Jianwei Zhao, Pei-Yuan Peng |
| 2009 | ICDE | Online Near-Duplicate Video Clip Detection and Retrieval: An Accurate and Fast System. | Zi Huang, Liping Wang, Heng Tao Shen, Jie Shao, Xiaofang Zhou |
| 2007 | DaWaK | Dual Dimensionality Reduction for Efficient Video Similarity Search. | Zi Huang, Heng Tao Shen, Xiaofang Zhou, Jie Shao |
| 2007 | ICDE | Dynamic Batch Nearest Neighbor Search in Video Retrieval. | Jie Shao, Zi Huang, Heng Tao Shen, Xiaofang Zhou, Yijun Li |
| 2007 | VLDB | UQLIPS: A Real-time Near-duplicate Video Clip Detection System. | Heng Tao Shen, Xiaofang Zhou, Zi Huang, Jie Shao, Xiangmin Zhou |
| 2006 | CVPR | BoostMotion: Boosting a Discriminative Similarity Function for Motion Estimation. | Shaohua Kevin Zhou, Bogdan Georgescu, Dorin Comaniciu, Jie Shao |
| 2006 | ICIP | Shape-Regulated Particle Filtering for Tracking Non-Rigid Objects. | Jie Shao, Rama Chellappa, Fatih Porikli |
| 2006 | MICCAI | Pairwise Active Appearance Model and Its Application to Echocardiography Tracking. | Shaohua Kevin Zhou, Jie Shao, Bogdan Georgescu, Dorin Comaniciu |
| 2005 | ICASSP | Tracking Algorithm Using Background-Foreground Motion Models and Multiple Cues. | Jie Shao, Shaohua Kevin Zhou, Rama Chellappa |
| 2005 | MVA | Heli-Tele: Road Extraction from Helicopter Video. | Fatih Porikli, Jie Shao, Hide Maehara |
| 2004 | ICASSP | Appearance-based tracking and recognition using the 3D trilinear tensor. | Jie Shao, Shaohua Kevin Zhou, Rama Chellappa |
| 2004 | ICIP | Simultaneous background and foreground modeling for tracking in surveillance video. | Jie Shao, Shaohua Kevin Zhou, Rama Chellappa |
| 2004 | ICPR | Robust Appearance-Based Tracking of Moving Object from Moving Platform. | Jie Shao, Shaohua Kevin Zhou, Qinfen Zheng |