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Journal Articles
- 2024
[j25]Xuan Li
, Chunjing Xiao, Ziliang Feng, Shikang Pang, Wenxin Tai, Fan Zhou:
Controlled graph neural networks with denoising diffusion for anomaly detection. Expert Syst. Appl. 237(Part B): 121533 (2024)- [j24]Chunjing Xiao, Yanhui Han, Wei Yang, Yan-E. Hou, Fangzhan Shi, Kevin Chetty:
Diffusion-Model-Based Contrastive Learning for Human Activity Recognition. IEEE Internet Things J. 11(20): 33525-33536 (2024) - [j23]Chunjing Xiao, Shenkai Lv, Wei Fan, W. H. Ip:
Temporal-order association-based dynamic graph evolution for recommendation. J. Supercomput. 80(4): 5197-5223 (2024) - [j22]Chunjing Xiao, Wanlin Ji, Yuxiang Zhang, Shenkai Lv:
PIDKG: Propagating Interaction Influence on the Dynamic Knowledge Graph for Recommendation. ACM Trans. Web 18(2): 26:1-26:26 (2024) - 2023
- [j21]Zhonghai He, Bei Hui, Shengming Zhang, Chunjing Xiao, Ting Zhong, Fan Zhou:
Exploring indirect entity relations for knowledge graph enhanced recommender system. Expert Syst. Appl. 213(Part): 118984 (2023) - [j20]Chunjing Xiao, Yue Lei, Chun Liu, Jie Wu:
Mean Teacher-Based Cross-Domain Activity Recognition Using WiFi Signals. IEEE Internet Things J. 10(14): 12787-12797 (2023) - [j19]Chunjing Xiao, Xovee Xu, Yue Lei, Kunpeng Zhang, Siyuan Liu, Fan Zhou:
Counterfactual Graph Learning for Anomaly Detection on Attributed Networks. IEEE Trans. Knowl. Data Eng. 35(10): 10540-10553 (2023) - [j18]Chunjing Xiao, Shiming Chen, Fan Zhou, Jie Wu:
Self-Supervised Few-Shot Time-Series Segmentation for Activity Recognition. IEEE Trans. Mob. Comput. 22(11): 6770-6783 (2023) - [j17]Fan Zhou, Tangjiang Qian, Yuhua Mo, Zhangtao Cheng, Chunjing Xiao, Jin Wu, Goce Trajcevski:
Uncertainty-Aware Heterogeneous Representation Learning in POI Recommender Systems. IEEE Trans. Syst. Man Cybern. Syst. 53(7): 4522-4535 (2023) - 2022
- [j16]Chunjing Xiao, Leilei Sun, Jianing Han, Yongwei Qiao:
Heterogeneous academic network embedding based multivariate random-walk model for predicting scientific impact. Appl. Intell. 52(2): 2171-2188 (2022) - [j15]Wei Yang, Yang Liu, Chunjing Xiao:
Deep metric learning for accurate protein secondary structure prediction. Knowl. Based Syst. 242: 108356 (2022) - 2021
- [j14]Chunjing Xiao, Yue Lei, Yongsen Ma, Fan Zhou, Zhiguang Qin:
DeepSeg: Deep-Learning-Based Activity Segmentation Framework for Activity Recognition Using WiFi. IEEE Internet Things J. 8(7): 5669-5681 (2021) - [j13]Fan Zhou, Xiuxiu Qi, Chunjing Xiao, Jiahao Wang:
MetaRisk: Semi-supervised few-shot operational risk classification in banking industry. Inf. Sci. 552: 1-16 (2021) - 2020
- [j12]Chunjing Xiao, Chun Liu, Ying Ma, Zheng Li, Xucheng Luo:
Time sensitivity-based popularity prediction for online promotion on Twitter. Inf. Sci. 525: 82-92 (2020) - [j11]Yuxiang Zhang, Huan Liu, Suge Wang, W. H. Ip, Wei Fan, Chunjing Xiao:
Automatic keyphrase extraction using word embeddings. Soft Comput. 24(8): 5593-5608 (2020) - 2019
- [j10]Chunjing Xiao, Kewen Xia, Leilei Sun, Cong Xie, Yuxiang Zhang:
CCSMR: A Combinatorial Category Space-Based Model for Recommendation. IEEE Access 7: 124502-124513 (2019) - [j9]Yuxia Xue, Chunjing Xiao, Xucheng Luo, Wei Yang:
Predicting Platform Preference of Online Contents Across Social Media Networks. IEEE Access 7: 136428-136438 (2019) - [j8]Chunjing Xiao, Daojun Han, Yongsen Ma, Zhiguang Qin:
CsiGAN: Robust Channel State Information-Based Activity Recognition With GANs. IEEE Internet Things J. 6(6): 10191-10204 (2019) - [j7]Yuxiang Zhang, Jiamei Fu, Chengyi Yang, Chunjing Xiao:
A local expansion propagation algorithm for social link identification. Knowl. Inf. Syst. 60(1): 545-568 (2019) - 2018
- [j6]Chunjing Xiao, Yongwei Qiao, Kewen Xia, Yuxiang Zhang:
Research on tourist routes recommendation based on the user preference drifting over time. Comput. Syst. Sci. Eng. 33(2) (2018) - 2017
- [j5]Chunjing Xiao, Kewen Xia, Xin Liu, Yuxiang Zhang, Weigang Huo, Nelofar Aslam:
Improving session-based temporal recommendation by using dynamic clustering. Intell. Data Anal. 21(5): 1041-1059 (2017) - [j4]Yuxiang Zhang, Xiayang Wang, Chunjing Xiao, Yu Sun, Yongwei Qiao:
Temporal dynamic recommendation based on data imputation through association analysis. Int. J. Comput. Sci. Eng. 15(1/2): 130-137 (2017) - 2014
- [j3]Zhen Qin, Chunjing Xiao, Qiyao Wang, Yuehui Jin, Aleksandar Kuzmanovic:
A CDN-based Domain Name System. Comput. Commun. 45: 11-20 (2014) - 2013
- [j2]Chunjing Xiao, Fan Zhou, Yue Wu:
Predicting audience gender in online content-sharing social networks. J. Assoc. Inf. Sci. Technol. 64(6): 1284-1297 (2013) - [j1]Chunjing Xiao, Yuhong Zhang, Xue Zeng, Yue Wu:
Predicting User Influence in Social Media. J. Networks 8(11): 2649-2655 (2013)
Conference and Workshop Papers
- 2024
- [c21]Yixuan Jin, Yutao Wei, Zhangtao Cheng, Wenxin Tai, Chunjing Xiao, Ting Zhong:
Multi-Scale Dynamic Graph Learning for Time Series Anomaly Detection (Student Abstract). AAAI 2024: 23523-23524 - [c20]Shikang Pang, Chunjing Xiao, Wenxin Tai, Zhangtao Cheng, Fan Zhou:
Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract). AAAI 2024: 23610-23612 - [c19]Yutao Wei, Wenzheng Shu, Zhangtao Cheng, Wenxin Tai, Chunjing Xiao, Ting Zhong:
Counterfactual Graph Learning for Anomaly Detection with Feature Disentanglement and Generation (Student Abstract). AAAI 2024: 23682-23683 - [c18]Chunjing Xiao, Shikang Pang, Wenxin Tai, Yanlong Huang, Goce Trajcevski, Fan Zhou:
Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-level Anomaly Detection. KDD 2024: 3518-3526 - 2023
- [c17]Chunjing Xiao, Shenkai Lv, Wanlin Ji, Yuxiang Zhang, Haiying Pan, Lingshan Wu:
PIDE: Propagating Influence of Dynamic Evolution on Interaction Networks for Recommendation. DASFAA (2) 2023: 129-146 - [c16]Chunjing Xiao, Yan Shen, Yuxiang Zhang, Shijie Li:
Graph Collaborative Optimization for Sequential Recommendation. ICDM 2023: 1427-1432 - [c15]Chunjing Xiao, Zehua Gou, Wenxin Tai, Kunpeng Zhang, Fan Zhou:
Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models. KDD 2023: 2742-2751 - 2022
- [c14]Zhiyuan Wang, Fan Zhou, Wenxuan Zeng, Goce Trajcevski, Chunjing Xiao, Yong Wang, Kai Chen:
Connecting the Hosts: Street-Level IP Geolocation with Graph Neural Networks. KDD 2022: 4121-4131 - [c13]Chunjing Xiao, Xinyang Shi, Wei Fan, Xiang Wu, Lishun Zeng:
Modeling Behavior and Attribute feedback based Flight Recommendation for Dynamic Pricing. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 937-944 - 2021
- [c12]Shiming Chen, Chunjing Xiao, Yanhui Han, Xianghe Du:
A Real-time Activity Recognition System based on Dynamic Adaptive Windows using WiFi Signals. CSAI 2021: 122-127 - 2020
- [c11]Yongwei Qiao, Leilei Sun, Chunjing Xiao:
High Order Semantic Relations-Based Temporal Recommendation Model by Collaborative Knowledge Graph Learning. APWeb/WAIM (1) 2020: 337-351 - [c10]Chunjing Xiao, Leilei Sun, Wanlin Ji:
Temporal Knowledge Graph Incremental Construction Model for Recommendation. APWeb/WAIM (1) 2020: 352-359 - 2019
- [c9]Chunjing Xiao, Cong Xie, Shuyan Cao, Yuxiang Zhang, Wei Fan, Hongjun Heng:
A Better Understanding of the Interaction Between Users and Items by Knowledge Graph Learning for Temporal Recommendation. PRICAI (1) 2019: 135-147 - [c8]Chunjing Xiao, Jianing Han, Wei Fan, Senzhang Wang, Rui Huang, Yuxiang Zhang:
Predicting Scientific Impact via Heterogeneous Academic Network Embedding. PRICAI (2) 2019: 555-568 - 2017
- [c7]Yuxiang Zhang, Yaocheng Chang, Xiaoqing Liu, Sujatha Das Gollapalli, Xiaoli Li, Chunjing Xiao:
MIKE: Keyphrase Extraction by Integrating Multidimensional Information. CIKM 2017: 1349-1358 - 2016
- [c6]Xucheng Luo, Fan Zhou, Mengjuan Liu, Yajun Liu, Chunjing Xiao:
Efficient multi-account detection on UGC sites. ISCC 2016: 450-455 - [c5]Yuxiang Zhang, Lulu Wang, Xiaoli Li, Chunjing Xiao:
Social Identity Link Across Incomplete Social Information Sources Using Anchor Link Expansion. PAKDD (1) 2016: 395-408 - [c4]Chunjing Xiao, Zhiguang Qin, Xucheng Luo, Aleksandar Kuzmanovic:
Understanding Factors That Affect Web Traffic via Twitter. WISE (2) 2016: 105-120 - 2015
- [c3]Chunjing Xiao, Yuxia Xue, Zheng Li, Xucheng Luo, Zhiguang Qin:
Measuring User Influence Based on Multiple Metrics on YouTube. PAAP 2015: 177-182 - 2013
- [c2]Ionut Trestian, Chunjing Xiao, Aleksandar Kuzmanovic:
A glance at an overlooked part of the world wide web. WWW (Companion Volume) 2013: 1379-1386 - 2012
- [c1]Chunjing Xiao, Ling Su, Juan Bi, Yuxia Xue, Aleksandar Kuzmanovic:
Selective Behavior in Online Social Networks. Web Intelligence 2012: 206-213
Informal and Other Publications
- 2024
- [i3]Chunjing Xiao, Shikang Pang, Xovee Xu, Xuan Li, Goce Trajcevski, Fan Zhou:
Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly Detection. CoRR abs/2407.02143 (2024) - [i2]Chunjing Xiao, Shikang Pang, Wenxin Tai, Yanlong Huang, Goce Trajcevski, Fan Zhou:
Motif-Consistent Counterfactuals with Adversarial Refinement for Graph-Level Anomaly Detection. CoRR abs/2407.13251 (2024) - [i1]Chunjing Xiao, Yanhui Han, Wei Yang, Yane Hou, Fangzhan Shi, Kevin Chetty:
Diffusion Model-based Contrastive Learning for Human Activity Recognition. CoRR abs/2408.05567 (2024)
Coauthor Index
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