PaperHub
影响力指数
85.52/100
前 0.9%
全站排名 #571
发表论文30 篇
平均评分5.3
年均产出10.0 篇/年

Zhengyang Zhou

Researcher@University of Science and Technology of China·中国·OpenReview
研究方向

Out-of-distribution prediction · Graph neural network · Machine learning · Urban computing · Spatiotemporal data mining

5.5
25

One for Two: A Unified Framework for Imbalanced Graph Classification via Dynamic Balanced Prototype

ICLR 2026Oral
5.5
23

PHAT: Modeling Period Heterogeneity for Multivariate Time Series Forecasting

ICLR 2026Poster
5.3
16

Enabling arbitrary inference in spatio-temporal dynamic systems: A physics-inspired perspective

ICLR 2026Poster
二作
5.0
25

STORM: Synergistic Cross-Scale Spatio-Temporal Modeling for Weather Forecasting

ICLR 2026Poster
二作
4.5
26

I2Mole: Interaction-aware Invariant Molecular Learning For Generalizable Property Prediction

ICLR 2026Poster
4.0
5

ReTaMTSF: Retrieval-Based Multimodal Framework for Multivariate Time Series Forecasting

ICLR 2026Withdrawn
4.0
5

MasHost Builds It All: Autonomous Multi-Agent System Directed by Reinforcement Learning

ICLR 2026Withdrawn
3.0
20

Graph-Guided Reconstruction Diffusion for Multivariate Time Series Anomaly Detection

ICLR 2026Withdrawn
2.5
6

Cross-Domain Adaptive Multi-Scale Representation Learning for Unified Time Series Anomaly Detection

ICLR 2026Rejected
8.2
20

Many Minds, One Goal: Time Series Forecasting via Sub-task Specialization and Inter-agent Cooperation

NeurIPS 2025Poster
二作
7.3
25

MoFo: Empowering Long-term Time Series Forecasting with Periodic Pattern Modeling

NeurIPS 2025Poster
7.2
9

Enhancing Graph Invariant Learning from a Negative Inference Perspective

ICML 2025Poster
二作
7.2
13

SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation

ICML 2025Spotlight
三作
7.2
17

Robust Spatio-Temporal Centralized Interaction for OOD Learning

ICML 2025Poster
6.6
10

TimeBase: The Power of Minimalism in Efficient Long-term Time Series Forecasting

ICML 2025Spotlight
二作
6.4
22

Enhancing the Maximum Effective Window for Long-Term Time Series Forecasting

NeurIPS 2025Poster
二作
6.4
20

Less but More: Linear Adaptive Graph Learning Empowering Spatiotemporal Forecasting

NeurIPS 2025Poster
6.0
32

STOP! A Out-of-Distribution Processor with Robust Spatiotemporal Interaction

ICLR 2025Rejected
5.8
31

Capturing substructure interactions by invariant Information Bottle Theory for Generalizable Property Prediction

ICLR 2025Rejected
通讯
5.0
43

ZeroTS: Zero-shot time series prediction via multi-party data-model interaction

ICLR 2025Withdrawn
一作
5.0
37

TimeBase: The Power of Minimalism in Long-term Time Series Forecasting

ICLR 2025Withdrawn
二作
4.5
5

Enhancing Graph Invariant Learning from a Negative Inference Perspective

ICLR 2025Withdrawn
二作
3.7
15

Spatiotemporal Backward Inconsistency Learning Gives STGNNs Icing on the Cake

ICLR 2025Withdrawn
二作
3.5
6

Exploring Complex Trade-offs in Information Bottleneck through Multi-Objective Optimization

ICLR 2025Rejected
3.3
5

Overcoming Lookback Window Limitations: Exploring Longer Windows in Long-Term Time Series Forecasting

ICLR 2025Withdrawn
三作
合作者 (20)