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Viewing Publication 1 - 61 from 61

2025

CVIformer: Cross-View Interactive Transformer for Efficient Stereoscopic Image Super-ResolutionDongyang Zhang 0001, Shuang Liang 0002, Tao He 0007, Jie Shao 0001, Ke Qin. tetci, 9(2):1107-1118, April 2025. [doi]

HidAttack: An Effective and Undetectable Model Poisoning Attack to Federated RecommendersWaqar Ali, Khalid Umer, Xiangmin Zhou, Jie Shao 0001. tkde, 37(3):1227-1240, March 2025. [doi]

Privacy-preserved and Responsible Recommenders: From Conventional Defense to Federated Learning and BlockchainWaqar Ali, Xiangmin Zhou, Jie Shao 0001. ACM Comput. Surv., 57(5), May 2025. [doi]

Enhancing Online Reinforcement Learning with Meta-Learned Objective from Offline DataShilong Deng, Zetao Zheng, Hongcai He, Paul Weng, Jie Shao 0001. AAAI 2025: 16244-16252 [doi]

EWMoE: An Effective Model for Global Weather Forecasting with Mixture-of-ExpertsLihao Gan, Xin Man, Chenghong Zhang, Jie Shao 0001. AAAI 2025: 210-218 [doi]

Visual-Semantic Alignment Temporal Parsing for Action Quality AssessmentKumie Gedamu, Yanli Ji, Yang Yang 0002, Jie Shao 0001, Heng Tao Shen. tcsv, 35(3):2436-2449, March 2025. [doi]

LRDNet: Lightweight LiDAR Aided Cascaded Feature Pools for Free Road Space DetectionAbdullah Aman Khan, Jie Shao 0001, Yunbo Rao, Lei She, Heng Tao Shen. tmm, 27:652-664, 2025. [doi]

Enhancing Few-Shot 3D Point Cloud Classification With Soft Interaction and Self-AttentionAbdullah Aman Khan, Jie Shao 0001, Sidra Shafiq, Shuyuan Zhu, Heng Tao Shen. tmm, 27:1127-1141, 2025. [doi]

2024

DiffuLT: Diffusion for Long-tail Recognition Without External KnowledgeJie Shao 0001, Ke Zhu, Hanxiao Zhang, Jianxin Wu 0001. nips 2024: [doi]

Responsible Recommendation Services with Blockchain Empowered Asynchronous Federated LearningWaqar Ali, Rajesh Kumar 0014, Xiangmin Zhou, Jie Shao 0001. tist, 15(4), August 2024. [doi]

Modeling Hierarchical Uncertainty for Multimodal Emotion Recognition in ConversationFeiyu Chen, Jie Shao 0001, Anjie Zhu, Deqiang Ouyang, Xueliang Liu, Heng Tao Shen. tcyb, 54(1):187-198, January 2024. [doi]

Mutual Correlation Network for few-shot learningDerong Chen, Feiyu Chen 0001, Deqiang Ouyang, Jie Shao 0001. NN, 175:106289, 2024. [doi]

Self-Supervised Sub-Action Parsing Network for Semi-Supervised Action Quality AssessmentKumie Gedamu, Yanli Ji, Yang Yang 0002, Jie Shao 0001, Heng Tao Shen. TIP, 33:6057-6070, 2024. [doi]

Online Anomaly Detection over Live Social Video StreamingChengkun He, Xiangmin Zhou, Chen Wang 0008, Iqbal Gondal, Jie Shao 0001, Xun Yi. icde 2024: 4760-4772 [doi]

Decoupling Meta-Reinforcement Learning with Gaussian Task Contexts and SkillsHongcai He, Anjie Zhu, Shuang Liang 0002, Feiyu Chen, Jie Shao 0001. AAAI 2024: 12358-12366 [doi]

Influence-Aware Group Recommendation for Social Media PropagationChengkun He, Xiangmin Zhou, Chen Wang 0008, Longbing Cao, Jie Shao 0001, Zahir Tari. icdm 2024: 705-710 [doi]

Improving Meta-learning for Few-Shot Text Classification via Label PropagationHaorui Li, Jie Shao 0001, Xiangqiang Zeng, Hui Xu. pkdd 2024: 389-405 [doi]

HierarT: Multi-hop temporal knowledge graph forecasting with hierarchical reinforcement learningXuewei Luo, Anjie Zhu, Jiasheng Zhang, Jie Shao 0001. kbs, 300:112164, 2024. [doi]

Enhancing Radar Echo Extrapolation by ConvLSTM2D for Precipitation NowcastingFarah Naz, Lei She, Muhammad Sinan, Jie Shao 0001. sensors, 24(2):459, January 2024. [doi]

LLMDiff: Diffusion Model Using Frozen LLM Transformers for Precipitation NowcastingLei She, Chenghong Zhang, Xin Man, Jie Shao 0001. sensors, 24(18):6049, September 2024. [doi]

Dynamic Adjustment of Disk Redundancy and Scrubbing Strategy With Reinforcement LearningBo Su, Hui Xu, Gang Hu, Jie Shao 0001. tii, 20(8):10680-10690, August 2024. [doi]

Bilateral Improvement in Local Personalization and Global Generalization in Federated LearningYansong Wang, Hui Xu, Waqar Ali, Xiangmin Zhou, Jie Shao 0001. iotj, 11(16):27099-27111, aug15 2024. [doi]

DTGB: A Comprehensive Benchmark for Dynamic Text-Attributed GraphsJiasheng Zhang, Jialin Chen, Menglin Yang 0004, Aosong Feng, Shuang Liang 0002, Jie Shao 0001, Rex Ying. nips 2024: [doi]

Online Detection of Anomalies in Temporal Knowledge Graphs with InterpretabilityJiasheng Zhang, Rex Ying, Jie Shao 0001. pacmmod, 2(6), December 2024. [doi]

Cross-Insight Trader: A Trading Approach Integrating Policies with Diverse Investment Horizons for Portfolio ManagementZetao Zheng, Jie Shao 0001, Shilong Deng, Anjie Zhu, Heng Tao Shen, Xiaofang Zhou 0001. icde 2024: 4685-4698 [doi]

HIT: Solving Partial Index Tracking via Hierarchical Reinforcement LearningZetao Zheng, Jie Shao 0001, Feiyu Chen 0001, Anjie Zhu, Shilong Deng, Heng Tao Shen. icde 2024: 4709-4721 [doi]

Dynamic Bi-layer Graph Learning for Context-aware Sequential RecommendationXiangmin Zhou, Rosni Lumbantoruan, Yongli Ren, Lei Chen 0002, Xiaochun Yang 0001, Jie Shao 0001. tors, 2(2), June 2024. [doi]

Abstract and Explore: A Novel Behavioral Metric with Cyclic Dynamics in Reinforcement LearningAnjie Zhu, Peng-fei Zhang, Ruihong Qiu, Zetao Zheng, Zi Huang, Jie Shao 0001. AAAI 2024: 17150-17158 [doi]

Rectify the Regression Bias in Long-Tailed Object DetectionKe Zhu, Minghao Fu, Jie Shao 0001, Tianyu Liu, Jianxin Wu 0001. eccv 2025: 198-214 [doi]

2023

Pixel-level self-paced adversarial network with multiple attention in single image super-resolutionJie Shao 0001, Xuecheng Zhuang, Zhengqi Wang, WenZhong Shen. sivp, 17(5):1863-1872, July 2023. [doi]

Quaternion Representation Learning for cross-modal matchingZheng Wang 0044, Xing Xu 0001, Jiwei Wei, Ning Xie 0003, Jie Shao 0001, Yang Yang 0002. kbs, 270:110505, 2023. [doi]

Dynamic context management in context-aware recommender systemsWaqar Ali, Jay Kumar, Cobbinah Bernard Mawuli, Lei She, Jie Shao 0001. cee, 107:108622, April 2023. [doi]

Multivariate, Multi-Frequency and Multimodal: Rethinking Graph Neural Networks for Emotion Recognition in ConversationFeiyu Chen, Jie Shao 0001, Shuyuan Zhu, Heng Tao Shen. cvpr 2023: 10761-10770 [doi]

Mitigating Data Stalls in Deep Learning with Multi-times Data Loading RuleDerong Chen, Shuang Liang, Gang Hu, Han Xu, Xianqiang Luo, Hao Li, Jie Shao 0001. dasfaa 2023: 562-577 [doi]

Modeling Both Collaborative and Temporal Information for Sequential RecommendationJinyue Dai, Jie Shao 0001, Zhiyi Deng, Hongcai He, Feiyu Chen. iconip 2024: 528-539 [doi]

Deep Reinforcement Learning for Stock Trading with Behavioral Finance StrategyShilong Deng, Zetao Zheng, Hongcai He, Jie Shao 0001. adma 2023: 535-549 [doi]

Multi-level Storage Optimization for Intermediate Data in AI Model TrainingJunfeng Fu, Yang Yang 0002, Gang Hu, Xianqiang Luo, Jie Shao 0001. adc 2024: 150-163 [doi]

W-MRI: A Multi-output Residual Integration Model for Global Weather ForecastingLihao Gan, Xin Man, Changyu Li, Lei She, Jie Shao 0001. apweb 2024: 209-222 [doi]

Fine-Grained Spatio-Temporal Parsing Network for Action Quality AssessmentKumie Gedamu, Yanli Ji, Yang Yang 0002, Jie Shao 0001, Heng Tao Shen. TIP, 32:6386-6400, 2023.

Capturing Cross-Scale Disparity for Stereo Image Super-ResolutionKun He, Changyu Li, Dongyang Zhang, Jie Shao 0001. icassp 2023: 1-5 [doi]

CAML: Contextual augmented meta-learning for cold-start recommendationIsrar-Ur-Rehman, Waqar Ali, Zahoor Jan, Zulfiqar Ali 0002, Hui Xu, Jie Shao 0001. ijon, 533:178-190, 2023. [doi]

SBSR: A Simple Residual Network for Efficient Burst Super-ResolutionMin Lei, Kun He, Chunlin Jiang, Jie Shao 0001. icmcs 2023: 474-477 [doi]

Knowledge-Distillation-Warm-Start Training Strategy for Lightweight Super-Resolution NetworksMin Lei, Kun He, Hui Xu, Yunfeng Yang, Jie Shao 0001. iconip 2024: 272-284 [doi]

Hyper-node Relational Graph Attention Network for Multi-modal Knowledge Graph CompletionShuang Liang, Anjie Zhu, Jiasheng Zhang, Jie Shao 0001. tomccap, 19(2), 2023. [doi]

Graph-Based Non-Sampling for Knowledge Graph Enhanced RecommendationShuang Liang, Jie Shao 0001, Jiasheng Zhang, Bin Cui 0001. tkde, 35(9):9462-9475, September 2023. [doi]

Compositional Mathematical Encoding for Math Word ProblemsZhenwen Liang, Jipeng Zhang, Kehan Guo, Xiaodong Wu, Jie Shao 0001, Xiangliang Zhang 0001. acl 2023: 10008-10017 [doi]

IrisST-Net for iris segmentation and contour parameters extractionYingfeng Liu, WenZhong Shen, Dongliang Wu, Jie Shao 0001. apin, 53(9):11267-11281, May 2023. [doi]

TEVL: Trilinear Encoder for Video-language Representation LearningXin Man, Jie Shao 0001, Feiyu Chen, Mingxing Zhang, Heng Tao Shen. tomccap, 19(5s), 2023. [doi]

A Self-Attention Causal LSTM Model for Precipitation NowcastingLei She, Chenghong Zhang, Xin Man, Xuewei Luo, Jie Shao 0001. icmcs 2023: 470-473 [doi]

FOF: a fine-grained object detection and feature extraction end-to-end networkWenZhong Shen, Jinpeng Chen, Jie Shao 0001. ijmir, 12(2):40, December 2023. [doi]

Health Status Assessment for HDDs Based on Bi-LSTM and N-Dimensional Similarity MetricBo Su, Xin Man, Hui Xu, Xiangmin Zhou, Jie Shao 0001. adc 2024: 199-212 [doi]

FedFTHA: A Fine-Tuning and Head Aggregation Method in Federated LearningYansong Wang, Hui Xu, Waqar Ali, Miaobo Li, Xiangmin Zhou, Jie Shao 0001. iotj, 10(14):12749-12762, July 2023. [doi]

MetaCAR: Cross-Domain Meta-Augmentation for Content-Aware RecommendationHui Xu, Changyu Li, Yan Zhang 0036, Lixin Duan, Ivor W. Tsang, Jie Shao 0001. tkde, 35(8):8199-8212, August 2023. [doi]

G&L: An Attention-based Model for Improving Prefetching in Solid-state DrivesChenxu Yang, Xin Man, Jie Shao 0001. ijcnn 2023: 1-8 [doi]

Delay prediction with spatial-temporal bi-directional LSTM in railway networkKe Yu, Chuiyun Kong, Limin Zhong, Junfeng Fu, Jie Shao 0001. ict-express, 9(5):921-926, October 2023. [doi]

Understanding the Semantics of GPS-based Trajectories for Road Closure DetectionJiasheng Zhang, Kaiqiang An, Guoping Liu, Xiang Wen, Runbo Hu, Jie Shao 0001. kdd 2023: 5554-5563 [doi]

GAB-Net: A Robust Detector for Remote Sensing Object Detection Under Dramatic Scale Variation and Complex BackgroundsHongyu Zhang, Yunbo Rao, Jie Shao 0001, Fanman Meng, Naveed Ahmad 0003. lgrs, 20:1-5, 2023. [doi]

Reading Various Types of Pointer Meters Under Extreme Motion BlurHongyu Zhang, Yunbo Rao, Jie Shao 0001, Fanman Meng, Jiansu Pu. tim, 72:1-15, 2023. [doi]

Relational Temporal Graph Convolutional Networks for Ranking-Based Stock PredictionZetao Zheng, Jie Shao 0001, Jia Zhu 0003, Heng Tao Shen. icde 2023: 123-136 [doi]

Empowering the Diversity and Individuality of Option: Residual Soft Option Critic FrameworkAnjie Zhu, Feiyu Chen, Hui Xu, Deqiang Ouyang, Jie Shao 0001. tnn, 34(8):4816-4825, August 2023. [doi]

2022

Synesthesia Transformer with Contrastive Multimodal LearningZhengxiao Sun, Feiyu Chen, Jie Shao 0001. iconip 2023: 431-442 [doi]

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