Chang Gong

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 16

Top Topics

Temporal Analysis

Causal Structure

Conditional Independence

Top Venues

PLoS Comput. Biol.

Knowl. Based Syst.

Publications

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 (2024)
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 (2024)
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 (2024)
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)
Chang Gong, Di Yao, Lei Zhang, Sheng Chen, Wenbin Li, Yueyang Su, Jingping Bi
CausalMMM: Learning Causal Structure for Marketing Mix Modeling. CoRR (2024)
Chang Gong, Di Yao, Lei Zhang, Sheng Chen, Wenbin Li, Yueyang Su, Jingping Bi
CausalMMM: Learning Causal Structure for Marketing Mix Modeling. WSDM (2024)
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 (2023)
Liwei Qian, Yajie Dou, Chang Gong, Xiangqian Xu, Yuejin Tan
Research on User Behavior Based on Higher-Order Dependency Network. Entropy 25 (8) (2023)
Chang Gong, Di Yao, Chuzhe Zhang, Wenbin Li, Jingping Bi, Lun Du, Jin Wang
Causal Discovery from Temporal Data. KDD (2023)
Chang Gong, Di Yao, Chuzhe Zhang, Wenbin Li, Jingping Bi
Causal Discovery from Temporal Data: An Overview and New Perspectives. CoRR (2023)
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)
Di Yao, Chang Gong, Lei Zhang, Sheng Chen, Jingping Bi
CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution. KDD (2022)
Di Yao, Chang Gong, Lei Zhang, Sheng Chen, Jingping Bi
CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution. CoRR (2022)
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)
Baizhen Li, Zhihua Wei, Duoqian Miao, Nan Zhang, Wen Shen, Chang Gong, Hongyun Zhang, Lijun Sun
Improved general attribute reduction algorithms. Inf. Sci. 536 (2020)
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)