Zhitao Ying

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Graph Representation

Generating Explanations

Top Venues

Publications

Junchi Yu, Ran He, Zhitao Ying
Thought Propagation: an Analogical Approach to Complex Reasoning with Large Language Models. ICLR (2024)
Chenqing Hua, Sitao Luan, Minkai Xu, Zhitao Ying, Jie Fu, Stefano Ermon, Doina Precup
MUDiff: Unified Diffusion for Complete Molecule Generation. LoG (2023)
Kenza Amara, Zhitao Ying, Zitao Zhang, Zhichao Han, Yang Zhao, Yinan Shan, Ulrik Brandes, Sebastian Schemm, Ce Zhang
GraphFramEx: Towards Systematic Evaluation of Explainability Methods for Graph Neural Networks. LoG (2022)
Michal Pándy, Weikang Qiu, Gabriele Corso, Petar Velickovic, Zhitao Ying, Jure Leskovec, Pietro Liò
Learning Graph Search Heuristics. LoG (2022)
Gabriele Corso, Zhitao Ying, Michal Pándy, Petar Velickovic, Jure Leskovec, Pietro Liò
Neural Distance Embeddings for Biological Sequences. NeurIPS (2021)
Yushi Bai, Zhitao Ying, Hongyu Ren, Jure Leskovec
Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones. NeurIPS (2021)
Jiaxuan You, Zhitao Ying, Jure Leskovec
Design Space for Graph Neural Networks. NeurIPS (2020)
Ines Chami, Zhitao Ying, Christopher Ré, Jure Leskovec
Hyperbolic Graph Convolutional Neural Networks. NeurIPS (2019)
Zhitao Ying, Dylan Bourgeois, Jiaxuan You, Marinka Zitnik, Jure Leskovec
GNNExplainer: Generating Explanations for Graph Neural Networks. NeurIPS (2019)
Jiaxuan You, Bowen Liu, Zhitao Ying, Vijay S. Pande, Jure Leskovec
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation. NeurIPS (2018)
Zhitao Ying, Jiaxuan You, Christopher Morris, Xiang Ren, William L. Hamilton, Jure Leskovec
Hierarchical Graph Representation Learning with Differentiable Pooling. NeurIPS (2018)
William L. Hamilton, Zhitao Ying, Jure Leskovec
Inductive Representation Learning on Large Graphs. NIPS (2017)