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ORCIDChang Gong
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2020 – today
- 2024
[j6]Tianyang Lei
, Mengxin Ou, Chang Gong, Jichao Li, Ke-Wei Yang:
An unsupervised deep global-local views model for anomaly detection in attributed networks. Knowl. Based Syst. 300: 112185 (2024)- [c5]Wenbin Li, Di Yao, Chang Gong, Xiaokai Chu, Quanliang Jing, Xiaolei Zhou, Yuxuan Zhang, Yunxia Fan, Jingping Bi:
CausalTAD: Causal Implicit Generative Model for Debiased Online Trajectory Anomaly Detection. ICDE 2024: 4477-4490 - [c4]Chang Gong, Di Yao, Lei Zhang, Sheng Chen, Wenbin Li, Yueyang Su, Jingping Bi:
CausalMMM: Learning Causal Structure for Marketing Mix Modeling. WSDM 2024: 238-246 - [i5]Chang Gong, Di Yao, Lei Zhang, Sheng Chen, Wenbin Li, Yueyang Su, Jingping Bi:
CausalMMM: Learning Causal Structure for Marketing Mix Modeling. CoRR abs/2406.16728 (2024) - [i4]Wenbin Li, Di Yao, Ruibo Zhao, Wenjie Chen, Zijie Xu, Chengxue Luo, Chang Gong, Quanliang Jing, Haining Tan, Jingping Bi:
STBench: Assessing the Ability of Large Language Models in Spatio-Temporal Analysis. CoRR abs/2406.19065 (2024) - [i3]Chang Gong, Di Yao, Jin Wang, Wenbin Li, Lanting Fang, Yongtao Xie, Kaiyu Feng, Peng Han, Jingping Bi:
PORCA: Root Cause Analysis with Partially Observed Data. CoRR abs/2407.05869 (2024) - 2023
- [j5]Liwei Qian, Yajie Dou, Chang Gong, Xiangqian Xu, Yuejin Tan:
Research on User Behavior Based on Higher-Order Dependency Network. Entropy 25(8): 1120 (2023) - [j4]Tianyang Lei, Chang Gong, Gang Chen, Mengxin Ou, Ke-Wei Yang, Jichao Li:
A novel unsupervised framework for time series data anomaly detection via spectrum decomposition. Knowl. Based Syst. 280: 111002 (2023) - [c3]Chang Gong, Di Yao, Chuzhe Zhang, Wenbin Li, Jingping Bi, Lun Du, Jin Wang:
Causal Discovery from Temporal Data. KDD 2023: 5803-5804 - [i2]Chang Gong, Di Yao, Chuzhe Zhang, Wenbin Li, Jingping Bi:
Causal Discovery from Temporal Data: An Overview and New Perspectives. CoRR abs/2303.10112 (2023) - 2022
- [j3]Alvaro Ruiz-Martinez, Chang Gong, Hanwen Wang, Richard J. Sové, Haoyang Mi, Holly Kimko, Aleksander S. Popel:
Simulations of tumor growth and response to immunotherapy by coupling a spatial agent-based model with a whole-patient quantitative systems pharmacology model. PLoS Comput. Biol. 18(7) (2022) - [c2]Di Yao, Chang Gong, Lei Zhang, Sheng Chen, Jingping Bi:
CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution. KDD 2022: 4342-4352 - [i1]Di Yao, Chang Gong, Lei Zhang, Sheng Chen, Jingping Bi:
CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution. CoRR abs/2201.00689 (2022) - 2021
- [c1]Quanliang Jing, Di Yao, Chang Gong, Xinxin Fan, Baoli Wang, Haining Tan, Jingping Bi:
TrajCross: Trajecotry Cross-Modal Retrieval with Contrastive Learning. IEEE BigData 2021: 344-349 - 2020
- [j2]Baizhen Li, Zhihua Wei, Duoqian Miao, Nan Zhang, Wen Shen, Chang Gong, Hongyun Zhang, Lijun Sun:
Improved general attribute reduction algorithms. Inf. Sci. 536: 298-316 (2020)
2010 – 2019
- 2016
- [j1]Simeone Marino, Hannah P. Gideon, Chang Gong, Shawn Mankad, John T. McCrone, Philana Ling Lin, Jennifer J. Linderman, JoAnne L. Flynn, Denise E. Kirschner:
Computational and Empirical Studies Predict Mycobacterium tuberculosis-Specific T Cells as a Biomarker for Infection Outcome. PLoS Comput. Biol. 12(4) (2016)
Coauthor Index
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