Junping Du 0001 - researchr alias

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Viewing Publication 1 - 25 from 25

2026

Sentiment Variation-Aware Sentiment Spike Explanation During COVID-19 EpidemicYawen Li 0001, Xiaobao Wang, Bin Wen, Di Jin 0001, Junping Du 0001. tkde, 38(2):1306-1318, February 2026. [doi]

Multi-Granularity Multi-Modal Knowledge Graph Representation Learning via Subgraph-Aware Adaptive Fusion and Hierarchical Relation ModelingPeining Li, MeiYu Liang, Wei Huang, Junping Du 0001, Zhe Xue, Guanhua Ye, Wu Liu 0005, Lei Shi 0030. WWW 2026: 3677-3685 [doi]

HFR-MKGC: Hierarchical Fusion Reasoning with MLLMs for Multi-modal Knowledge Graph CompletionDi Wang, Junping Du 0001, Zhe Xue, MeiYu Liang, Guanhua Ye, Yingxia Shao, Haisheng Li 0002. AAAI 2026: 15815-15823 [doi]

Rethink Representation Learning for Questionnaire DataGuanhua Ye, Jifeng He 0003, Yan Li, Junping Du 0001, Zhe Xue, Yingxia Shao, MeiYu Liang, Yawen Li 0001. AAAI 2026: 27782-27790 [doi]

ERL-ER-FedHG: Evolutionary reinforcement learning with experience replay for federated heterogeneous graphsJin Yu, Junping Du 0001, Zhe Xue, MeiYu Liang. asc, 188:114436, 2026. [doi]

Thought-Augmented Planning for LLM-Powered Interactive Recommender AgentHaocheng Yu, Yaxiong Wu 0001, Hao Wang 0076, Wei Guo 0006, Yong Liu 0020, Yawen Li 0001, Yuyang Ye 0002, Junping Du 0001, Enhong Chen. kdd 2026: 1821-1832 [doi]

MDM-NER: A multiple dependency modeling driven named entity recognition approach for judicial documentsHaoze Yu, Qunhe Ji, Yan Li, Huanpu Yin, Haisheng Li, Xiaohui Li, Junping Du 0001. inffus, 127:103807, 2026. [doi]

ST-VLM: A Spatial-to-Image Multimodal Spatial-Temporal Prediction Framework with Vision-Language ModelTong Zhao, Junping Du 0001, Zhe Xue, MeiYu Liang, Aijing Li, Xiaolong Meng, Dandan Liu. AAAI 2026: 16441-16449 [doi]

An integrated digital twin framework for process industries: From data acquisition to industrial service validationZhenyu Zhao, Jipeng Mei, Hai-Sheng Li 0002, Xiaoqiang Teng, Junping Du 0001. jiii, 53:101164, 2026. [doi]

2025

GraphLAMA: Enabling Efficient Adaptation of Graph Language Models with Limited AnnotationsJunze Chen, Cheng Yang 0002, Shujie Li 0003, Zhiqiang Zhang 0012, Yawen Li 0001, Junping Du 0001, Chuan Shi 0001. kdd 2025: 191-202 [doi]

ADPFedGNN: Adaptive Decoupling Personalized Federated Graph Neural NetworkZeli Guan, Yawen Li 0001, Junping Du 0001, Runqing Tang, Xiaolong Meng. IJCAI 2025: 5253-5261 [doi]

Continual Multimodal Knowledge Graph Learning via Adaptive Replay and Topology DistillationJiawei Guo, Junping Du 0001, MeiYu Liang, Zhe Xue. adc 2026: 292-305 [doi]

CFPT: Empowering Time Series Forecasting through Cross-Frequency Interaction and Periodic-Aware Timestamp ModelingFeifei Kou, Jiahao Wang, Lei Shi 0030, Yuhan Yao 0001, Yawen Li 0001, Suguo Zhu, Zhongbao Zhang, Junping Du 0001. icml 2025: [doi]

An Improved Distributed Nesterov Gradient Tracking Algorithm for Smooth Convex Optimization Over Directed NetworksYifu Lin, Wenling Li, Bin Zhang 0023, Junping Du 0001. tac, 70(4):2738-2745, April 2025. [doi]

Time Sensitive Multiple POIs Route Planning on Bus NetworksSimu Liu, Kailin Jiao, Junping Du 0001, Yawen Li 0001, Zhe Xue, Xiaoyang Sean Wang, Ziqiang Yu, Yunchuan Shi. bigcomp 2025: 65-72 [doi]

Federated Learning for Computing Power Network: A Latency Optimization Scheduling Framework Based on Deep Reinforcement LearningZhonghui Ma, Junping Du 0001, Zhe Xue, Guanhua Ye, Yingxia Shao. adc 2026: 279-291 [doi]

Big Data Time Series Prediction Based on Feature-Enhanced Transformer ModelRunqing Tang, Yawen Li 0001, Zhe Xue, Junping Du 0001, Guanhua Ye. bigcomp 2025: 341-348 [doi]

Fine-Grained Annotation and Multi-objective Optimization Based RLHFJunjiang Wu, Zhe Xue, Yawen Li 0001, Yudian Ma, Mingzhao Li, Junping Du 0001. icic 2025: 435-447 [doi]

MSformer: Joint Prediction of Multi-Dimensional Resources in Computing Power Network based on Multi-Granularity SamplingJiuzhao Yang, Junping Du 0001, Yingxia Shao, Yawen Li 0001, Ang Li 0015, Guanhua Ye. bigcomp 2025: 175-182 [doi]

Asymmetric Pre-aligned Anchor Contrastive Enhanced Diffusion Hashing Model for Incomplete Multimodal RetrievalYang Yu, MeiYu Liang, Wei Huang, Juncheng Zheng, Kangkang Lu 0002, Yawen Li 0001, Junping Du 0001, Zhe Xue, Wu Liu. mm 2025: 6353-6362 [doi]

Empowering Federated Graph Rationale Learning with Latent EnvironmentsLinan Yue, Qi Liu 0003, Yawen Li 0001, Fangzhou Yao, Weibo Gao, Junping Du 0001. WWW 2025: 3863-3873 [doi]

TD3: Tucker Decomposition Based Dataset Distillation Method for Sequential RecommendationJiaqing Zhang, Mingjia Yin, Hao Wang 0076, Yawen Li 0001, Yuyang Ye 0002, Xingyu Lou, Junping Du 0001, Enhong Chen. WWW 2025: 3994-4003 [doi]

Rethinking Byzantine Robustness in Federated Recommendation from Sparse Aggregation PerspectiveZhongjian Zhang, Mengmei Zhang, Xiao Wang 0017, Lingjuan Lyu, Bo Yan 0005, Junping Du 0001, Chuan Shi 0001. AAAI 2025: 13331-13338 [doi]

LHATM: LLM-Guided Hierarchy-Aware Topic Modeling FrameworkZheng Zhang, Junping Du 0001, Yingxia Shao, Guanhua Ye. adc 2026: 392-405 [doi]

Generating Synthetic Data for Unsupervised Federated Learning of Cross-Modal RetrievalTianlong Zhang, Zhe Xue, Adnan Mahmood, Junping Du 0001, Yuchen Dong, Shilong Ou, Lang Feng, Ming-Hsuan Yang 0001, Yuankai Qi. AAAI 2025: 22569-22577 [doi]

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2026

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2026

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