Junyang Chen 0001 - researchr alias

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Viewing Publication 1 - 26 from 26

2026

A simple yet effective feature completion model for relation-level learning in missing dataJunyang Chen 0001, Liang-Jie Zhang, Zhelin Huang, Han Liu, Yirui Wu, Huan Wang 0005, Wei Liu 0061, Victor C. M. Leung. inffus, 126:103528, 2026. [doi]

2025

Reliable Service Recommendation: A Multi-Modal Adversarial Method for Personalized Recommendation Under Uncertain Missing ModalitiesJunyang Chen 0001, Ruohan Yang, Jingcai Guo, Huan Wang 0005, Kaishun Wu, Liang-Jie Zhang. tsc, 18(3):1724-1738, May - June 2025. [doi]

Multitask Asynchronous Metalearning for Few-Shot Anomalous Node Detection in Dynamic NetworksYifan Hong 0001, Chuanqi Shi, Junyang Chen 0001, Huan Wang 0005, Di Wang 0015. tcss, 12(4):1890-1901, August 2025. [doi]

ABNet: Mitigating Sample Imbalance in Anomaly Detection Within Dynamic GraphsYifan Hong 0001, Muhammad Asif Ali, Huan Wang 0005, Junyang Chen 0001, Di Wang 0015. IJCAI 2025: 2910-2918 [doi]

A Review of Few-Shot and Zero-Shot Learning for Node Classification in Social NetworksJunyang Chen 0001, Rui Mi, Huan Wang 0005, Huisi Wu, Jiqian Mo, Jingcai Guo, Zhihui Lai 0001, Liang-Jie Zhang, Victor C. M. Leung. tcss, 12(4):1927-1941, August 2025. [doi]

CGraphNet: Contrastive Graph Context Prediction for Sparse Unlabeled Short Text Representation Learning on Social MediaJunyang Chen 0001, Jingcai Guo, Xueliang Li 0002, Huan Wang 0005, Zhenghua Xu 0001, Zhiguo Gong, Liang-Jie Zhang, Victor C. M. Leung. tcss, 12(4):1912-1926, August 2025. [doi]

PCA: Semi-Supervised Segmentation With Patch Confidence Adversarial TrainingZhenghua Xu 0001, Runhe Yang, Zihang Xu, Shuo Zhang, Yuchen Yang, Weipeng Liu, Weichao Xu, Junyang Chen 0001, Thomas Lukasiewicz, Victor C. M. Leung. tnse, 12(4):2473-2486, July - August 2025. [doi]

EPM: Evolutionary Perception Method for Anomaly Detection in Noisy Dynamic GraphsHuan Wang 0005, Junyang Chen 0001, Yirui Wu, Victor C. M. Leung, Di Wang 0015. tkde, 37(7):4035-4048, July 2025. [doi]

Adaptive Density Estimation for Personalized Recommendations Across Varied User Activity LevelsWei Liu 0061, Huaijie Zhu, Jianxing Yu, Libin Zheng, Jian Yin 0001, Ruishi Liang, Xin Liu 0101, Junyang Chen 0001, Victor C. M. Leung. tcss, 12(4):1902-1911, August 2025. [doi]

CIG2S: A Cross-View Image Geo-Localization Model Based on G2S Transform Suitable for Center-Misaligned ScenariosJiangshan Li, Chunfang Yang, Baojun Qi, Ma Zhu, Junyang Chen 0001, Victor C. M. Leung. tcss, 12(5):2342-2357, October 2025. [doi]

Knowledge Transfer Service for Multi-Granular Traffic Prediction in Smart CitiesJiqian Mo, Junyang Chen 0001, Zhiguo Gong. tsc, 18(4):2188-2200, July - August 2025. [doi]

Diffuse&Refine: Intrinsic Knowledge Generation and Aggregation for Incremental Object DetectionJianzhou Wang, Yirui Wu, Lixin Yuan, Wenxiao Zhang, Jun Liu 0036, Junyang Chen 0001, Huan Wang 0005, Wenhai Wang. IJCAI 2025: 6289-6297 [doi]

Hybrid Reinforced Medical Report Generation With M-Linear Attention and Repetition PenaltyZhenghua Xu, Wenting Xu, Ruizhi Wang, Junyang Chen 0001, Chang Qi, Thomas Lukasiewicz. tnn, 36(2):2206-2220, February 2025. [doi]

LUSTER: Link Prediction Utilizing Shared-Latent Space Representation in Multi-Layer NetworksRuohan Yang, Muhammad Asif Ali, Huan Wang, Junyang Chen 0001, Di Wang 0015. WWW 2025: 2476-2487 [doi]

Deduction with Induction: Combining Knowledge Discovery and Reasoning for Interpretable Deep Reinforcement LearningHaodi Zhang, Xiangyu Zeng, Junyang Chen 0001, Yuanfeng Song, Rui Mao 0001, Fangzhen Lin. IJCAI 2025: 6984-6992 [doi]

2024

A Survey on Anomaly Detection with Few-Shot LearningJunyang Chen 0001, Changbo Wang, Yifan Hong, Rui Mi, Liang-Jie Zhang, Yirui Wu, Huan Wang 0005, Yue Zhou. iccc2 2025: 34-50 [doi]

Satisfying Energy-Efficiency Constraints for Mobile SystemsXueliang Li 0002, Shicong Hong, Junyang Chen 0001, Junkai Ji, Chengwen Luo 0001, Guihai Yan, Zhibin Yu 0001, Jianqiang Li 0001. tmc, 23(12):14280-14296, December 2024. [doi]

CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise DetectionQin Zhang 0011, Jiexin Lu, Xiaowei Li, Huisi Wu, Shirui Pan, Junyang Chen 0001. IJCAI 2024: 5481-5489 [doi]

CUPID: Improving Battle Fairness and Position Satisfaction in Online MOBA Games with a Re-matchmaking SystemGe Fan, Chaoyun Zhang, Kai Wang, Yingjie Li, Junyang Chen 0001, Zenglin Xu. pacmhci, 8(CSCW2):1-39, 2024. [doi]

ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot LearningJingcai Guo, Qihua Zhou, Xiaocheng Lu, Ruibin Li, Ziming Liu, Jie Zhang 0076, Bo Han, Junyang Chen 0001, Xin Xie 0001, Song Guo 0001. IJCAI 2024: 4062-4070 [doi]

PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-Wise HardnessSiyao Jiang, Huisi Wu, Junyang Chen 0001, Qin Zhang 0011, Jing Qin. cvpr 2024: 11418-11427 [doi]

Enhancing Large Language Models with Multimodality and Knowledge Graphs for Hallucination-free Open-set Object RecognitionXinfu Liu, Yirui Wu, Yuting Zhou, Junyang Chen 0001, Huan Wang 0005, Ye Liu, Shaohua Wan 0001. VLDB 2024: [doi]

A Review of Link Prediction on Heterogeneous NetworksRui Mi, Changbo Wang, Liang-Jie Zhang, Yirui Wu, Junyang Chen 0001, Huan Wang 0005. iccc2 2025: 3-19 [doi]

Hiding Imperceptible Noise in Curvature-Aware Patches for 3D Point Cloud AttackMingyu Yang, Daizong Liu, Keke Tang, Pan Zhou 0001, Lixing Chen, Junyang Chen 0001. eccv 2025: 431-448 [doi]

COSIS: An AI-Enabled Digital Transformation Framework Integrating Large Language Models and Key Performance IndicatorsLiang-Jie Zhang, Huan Chen 0007, Sheng He, Changhu Li, Junyang Chen 0001, Haodi Zhang, Wenfeng Du. scc2 2025: 74-99 [doi]

EGonc : Energy-based Open-Set Node Classification with substitute UnknownsQin Zhang, Zelin Shi, Shirui Pan, Junyang Chen 0001, Huisi Wu, Xiaojun Chen 0006. nips 2024: [doi]

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