Picture for Zhengyang Zhou

Zhengyang Zhou

Get Rid of Task Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework

Add code
Oct 14, 2024
Viaarxiv icon

Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks

Add code
Apr 23, 2024
Viaarxiv icon

Towards Robust Trajectory Representations: Isolating Environmental Confounders with Causal Learning

Add code
Apr 22, 2024
Viaarxiv icon

FairSTG: Countering performance heterogeneity via collaborative sample-level optimization

Add code
Mar 19, 2024
Viaarxiv icon

ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution

Add code
Mar 04, 2024
Viaarxiv icon

Graph Multi-Similarity Learning for Molecular Property Prediction

Add code
Feb 02, 2024
Viaarxiv icon

Earthfarseer: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model

Add code
Dec 20, 2023
Viaarxiv icon

Molecular Identification and Peak Assignment: Leveraging Multi-Level Multimodal Alignment on NMR

Add code
Nov 23, 2023
Viaarxiv icon

Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment

Add code
Sep 23, 2023
Viaarxiv icon

Counterpart Fairness -- Addressing Systematic between-group Differences in Fairness Evaluation

Add code
May 29, 2023
Viaarxiv icon