SR
Shaogang Ren
cs.LGstat.MLcs.AIcs.CLGene Knockout TechniquesMetabolic EngineeringModels, Biologicalstat.COstat.ME
On Valency
published · living versionsW_d6zydjwn·v1 · currentpublished
Latent Visual Contrastive Reasoning with Multi-Branch Exploration
with Kegeng Tang, Jingbo Wang, Yangming Zhang, Huanshu Zhang +1
1 version
W_as64fkw8·v1published
Preprints & journals
12 papers in the corpus · 2013–2026SCDM: Scalable Causal Discovery in Nonlinear Temporal Systems with Meta-Learning2610.29992v1 · Jingbo Wang, Kegeng Tang, Zihao Wang et al.2026 · 0 citationsarXivon Valency
Learning Granger Causality under Latent Confounding via Intervention-Induced Heterogeneity2510.19138v2 · Ziyi Zhang, Shaogang Ren, Xiaoning Qian et al.2025 · 0 citationsarXiv
Learning Flexible Time-windowed Granger Causality Integrating Heterogeneous Interventional Time Series Data2406.10419v1 · Ziyi Zhang, Shaogang Ren, Xiaoning Qian et al.2024 · 6 citationsarXiv
Towards Invariant Time Series Forecasting in Smart Cities2405.05430v1 · Ziyi Zhang, Shaogang Ren, Xiaoning Qian et al.2024 · 11 citationsarXiv
Dynamic Incremental Optimization for Best Subset Selection2402.02322v6 · Shaogang Ren, Xiaoning Qian2024 · 0 citationsarXiv
Causal Bayesian Optimization via Exogenous Distribution Learning2402.02277v12 · Shaogang Ren, Zihao Wang, Yuzhou Chen et al.2024 · 1 citationarXiv
Word Embedding with Neural Probabilistic Prior2309.11824v1 · Shaogang Ren, Dingcheng Li, Ping Li2023 · 0 citationsarXiv
Variational Flow Graphical Model2207.02722v1 · Shaogang Ren, Belhal Karimi, Dingcheng Li et al.2022 · 3 citationsarXiv
Best Subset Selection with Efficient Primal-Dual Algorithm2207.02058v1 · Shaogang Ren, Guanhua Fang, Ping Li2022 · 0 citationsarXiv
Safe Active Feature Selection for Sparse Learning1806.05817v2 · Shaogang Ren, Jianhua Z. Huang, Shuai Huang et al.2018 · 0 citationsarXiv
Safe Feature Screening for Generalized LASSO.29990186 · Ren, Shaogang, Huang, Shuai, Ye, Jieping et al.2022 · 26 citationsIEEE transactions on pattern analysis and machine intelligence. 2018;40(12):2992-3006
Adaptive bi-level programming for optimal gene knockouts for targeted overproduction under phenotypic constraints.23368729 · Ren, Shaogang, Zeng, Bo, Qian, Xiaoning2013 · 50 citationsBMC bioinformatics. 2013;14 Suppl 2:S17
Career total: 27 works. 12 are in this corpus.
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