Shaogang Ren

32 papers A* 7A 5Misc 1Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Domain Shift in Diffusion Models for Cross-Modality Image Translation.
CoRR
Zihao Wang, Yuzhou Chen, Shaogang Ren
2025 J jnl
InvarGC: Invariant Granger Causality for Heterogeneous Interventional Time Series under Latent Confounding.
CoRR
Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield
2025 — conf
LLM Based Bayesian Optimization for Prompt Search.
ICDM (Workshops)
Adam Ballew, Jingbo Wang, Shaogang Ren
2025 J jnl
LLM Based Bayesian Optimization for Prompt Search.
CoRR
Adam Ballew, Jingbo Wang, Shaogang Ren
2025 — conf
MuST2-Learn: Multi-view Spatial-Temporal-Type Learning for Heterogeneous Municipal Service Time Estimation.
SIGSPATIAL/GIS
Nadia Asif, Zhiqing Hong, Shaogang Ren, Xiaonan Zhang, Xiaojun Shang, Yukun Yuan
2025 J jnl
MuST2-Learn: Multi-view Spatial-Temporal-Type Learning for Heterogeneous Municipal Service Time Estimation.
CoRR
Nadia Asif, Zhiqing Hong, Shaogang Ren, Xiaonan Zhang, Xiaojun Shang, Yukun Yuan
2024 J jnl
Causal Bayesian Optimization via Exogenous Distribution Learning.
CoRR
Shaogang Ren, Xiaoning Qian
2024 J jnl
Dynamic Incremental Optimization for Best Subset Selection.
CoRR
Shaogang Ren, Xiaoning Qian
2024 A* conf
Learning Flexible Time-windowed Granger Causality Integrating Heterogeneous Interventional Time Series Data.
KDD
Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield
2024 J jnl
Learning Flexible Time-windowed Granger Causality Integrating Heterogeneous Interventional Time Series Data.
CoRR
Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield
2024 — conf
Towards Invariant Time Series Forecasting in Smart Cities.
WWW (Companion Volume)
Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield
2024 J jnl
Towards Invariant Time Series Forecasting in Smart Cities.
CoRR
Ziyi Zhang, Shaogang Ren, Xiaoning Qian, Nick Duffield
2024 A conf
Word Embedding with Neural Probabilistic Prior.
SDM
Shaogang Ren, Dingcheng Li, Ping Li
2023 A conf
Learning Latent Structural Relations with Message Passing Prior.
WACV
Shaogang Ren, Hongliang Fei, Dingcheng Li, Ping Li
2023 J jnl
Word Embedding with Neural Probabilistic Prior.
CoRR
Shaogang Ren, Dingcheng Li, Ping Li
2022 A conf
Calibrating CNNs for Few-Shot Meta Learning.
WACV
Peng Yang, Shaogang Ren, Yang Zhao, Ping Li
2022 A* conf
Causal Effect Prediction with Flow-based Inference.
ICDM
Shaogang Ren, Dingcheng Li, Ping Li
2022 A conf
Flow-based Perturbation for Cause-effect Inference.
CIKM
Shaogang Ren, Ping Li
2022 A* conf
Variational Flow Graphical Model.
KDD
Shaogang Ren, Belhal Karimi, Dingcheng Li, Ping Li
2022 J jnl
Variational Flow Graphical Model.
CoRR
Shaogang Ren, Belhal Karimi, Dingcheng Li, Ping Li
2021 — conf
A Deep Decomposable Model for Disentangling Syntax and Semantics in Sentence Representation.
EMNLP (Findings)
Dingcheng Li, Hongliang Fei, Shaogang Ren, Ping Li
2021 A* conf
Causal Discovery with Flow-based Conditional Density Estimation.
ICDM
Shaogang Ren, Haiyan Yin, Mingming Sun, Ping Li
2020 A* conf
Estimate the Implicit Likelihoods of GANs with Application to Anomaly Detection.
WWW
Shaogang Ren, Dingcheng Li, Zhixin Zhou, Ping Li
2020 A* conf
Thunder: a Fast Coordinate Selection Solver for Sparse Learning.
NeurIPS
Shaogang Ren, Weijie Zhao, Ping Li
2018 J jnl
Safe Active Feature Selection for Sparse Learning.
CoRR
Shaogang Ren, Jianhua Z. Huang, Shuai Huang, Xiaoning Qian
2018 J jnl
Safe Feature Screening for Generalized LASSO.
IEEE Trans. Pattern Anal. Mach. Intell.
Shaogang Ren, Shuai Huang, Jieping Ye, Xiaoning Qian
2015 A conf
A Scalable Algorithm for Structured Kernel Feature Selection.
AISTATS
Shaogang Ren, Shuai Huang, John A. Onofrey, Xenios Papademetris, Xiaoning Qian
2015 — conf
A computationally efficient solution strategy for optimal gene knockouts for targeted overproduction.
BCB
Meltem Apaydin, Bo Zeng, Shaogang Ren, Xiaoning Qian
2014 J jnl
Object-object interaction affordance learning.
Robotics Auton. Syst.
Yu Sun, Shaogang Ren, Yun Lin
2014 Misc conf
Structured sparse PCA to identify miRNA co-regulatory modules.
ICASSP
Shaogang Ren, Xiaoning Qian
2013 J jnl
Adaptive bi-level programming for optimal gene knockouts for targeted overproduction under phenotypic constraints.
BMC Bioinform.
Shaogang Ren, Bo Zeng, Xiaoning Qian
2012 A* conf
Learning grasping force from demonstration.
ICRA
Yun Lin, Shaogang Ren, Matthew Clevenger, Yu Sun