Jiayun Wu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 15

Top Topics

Causal Ordering

Random Graph Models

Complex Systems

Covariate Shift

Top Venues

SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta

Publications

Jiayun Wu, Jiashuo Liu, Peng Cui, Zhiwei Steven Wu
Bridging Multicalibration and Out-of-distribution Generalization Beyond Covariate Shift. CoRR (2024)
Han Yu, Jiashuo Liu, Xingxuan Zhang, Jiayun Wu, Peng Cui
A Survey on Evaluation of Out-of-Distribution Generalization. CoRR (2024)
Jiashuo Liu, Jiayun Wu, Jie Peng, Xiaoyu Wu, Yang Zheng, Bo Li, Peng Cui
Enhancing Distributional Stability among Sub-populations. AISTATS (2024)
Weihuang Zheng, Jiashuo Liu, Jiaxing Li, Jiayun Wu, Peng Cui, Youyong Kong
Topology-Aware Dynamic Reweighting for Distribution Shifts on Graph. CoRR (2024)
Bing Yuan, Jiang Zhang, Aobo Lyu, Jiayun Wu, Zhipeng Wang, Mingzhe Yang, Kaiwei Liu, Muyun Mou, Peng Cui
Emergence and Causality in Complex Systems: A Survey of Causal Emergence and Related Quantitative Studies. Entropy 26 (2) (2024)
Bing Yuan, Zhang Jiang, Aobo Lyu, Jiayun Wu, Zhipeng Wang, Mingzhe Yang, Kaiwei Liu, Muyun Mou, Peng Cui
Emergence and Causality in Complex Systems: A Survey on Causal Emergence and Related Quantitative Studies. CoRR (2023)
Jiashuo Liu, Jiayun Wu, Tianyu Wang, Hao Zou, Bo Li, Peng Cui
Geometry-Calibrated DRO: Combating Over-Pessimism with Free Energy Implications. CoRR (2023)
Shuo Han, Jiacheng Liu, Jiayun Wu, Yinan Chen, Li Tao
Transforming Graphs for Enhanced Attribute-Based Clustering: An Innovative Graph Transformer Method. CoRR (2023)
Jiashuo Liu, Jiayun Wu, Renjie Pi, Renzhe Xu, Xingxuan Zhang, Bo Li, Peng Cui
Measure the Predictive Heterogeneity. ICLR (2023)
Jiashuo Liu, Jiayun Wu, Bo Li, Peng Cui
Predictive Heterogeneity: Measures and Applications. CoRR (2023)
Jiashuo Liu, Jiayun Wu, Jie Peng, Zheyan Shen, Bo Li, Peng Cui
Distributionally Invariant Learning: Rationalization and Practical Algorithms. CoRR (2022)
Jiashuo Liu, Jiayun Wu, Bo Li, Peng Cui
Distributionally Robust Optimization with Data Geometry. NeurIPS (2022)
Jiayun Wu, Tao Jia, Yansong Wang, Li Tao
Significant Ties Graph Neural Networks for Continuous-Time Temporal Networks Modeling. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta (2022)
Jiayun Wu, Tao Jia, Yansong Wang, Li Tao
Significant Ties Graph Neural Networks for Continuous-Time Temporal Networks Modeling. CoRR (2022)
Shuai Liu, Jiayun Wu, Jing He
Dynamic Multichannel Sensing in Cognitive Radio: Hierarchical Reinforcement Learning. IEEE Access 9 (2021)
Jiayun Wu
Real-time visual detection of early manmade fire. ICIA (2015)
Xiao Chen, Jiayun Wu
Scalable compressive tracking based on motion. ROBIO (2013)
Jiayun Wu, Daquan Chen, Rui Yi
Real-time compressive tracking with motion estimation. ROBIO (2013)
Jiayun Wu, Kah Bin Lim
A color grouping method for detection of object regions based on local saliency. ICARCV (2012)
Jian Xu, Jianxun Li, Jiayun Wu
Convergence of Kalman filter with quantized innovations. ICARCV (2010)