NeurIPS 2023 Workshop GLFrontiers Submissions

SATG : Structure Aware Transformers on Graphs for Node Classification
Sumedh B G, Sanjay Patnala, Himil Vasava, Akshay Sethi, Sonia Gupta
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
No PAIN no Gain: More Expressive GNNs with Paths
Caterina Graziani, Tamara Drucks, Monica Bianchini, franco scarselli, Thomas Gärtner
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Non-backtracking Graph Neural Networks
Seonghyun Park, Narae Ryu, Gahee Kim, Dongyeop Woo, Se-Young Yun, Sungsoo Ahn
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Oral
- Readers: Everyone
Low-Width Approximations and Sparsification for Scaling Graph Transformers
Hamed Shirzad, Balaji Venkatachalam, Ameya Velingker, Danica Sutherland, David Woodruff
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
On the Adversarial Robustness of Graph Contrastive Learning Methods
Filippo Guerranti, Zinuo Yi, Anna Starovoit, Rafiq Mazen Kamel, Simon Geisler, Stephan Günnemann
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Poisoning $\times$ Evasion: Symbiotic Adversarial Robustness for Graph Neural Networks
Ege Erdogan, Simon Geisler, Stephan Günnemann
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Coupling Graph Neural Networks with Non-Integer Order Dynamics: A Robustness Study
Qiyu Kang, Kai Zhao, Yang Song, Yihang Xie, Yanan Zhao, Sijie Wang, Rui She, Wee Peng Tay
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Robust Hierarchical Scene Graph Generation
Ce Zhang, Simon Stepputtis, Joseph Campbell, Katia Sycara, Yaqi Xie
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Linear Complexity Framework for Feature-Aware Graph Coarsening via Hashing
Mohit Kataria, Aditi Khandelwal, Rocktim Das, Sandeep Kumar, Jayadeva Jayadeva
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Beyond Text: A Deep Dive into Large Language Models' Ability on Understanding Graph Data
Yuntong Hu, Zheng Zhang, Liang Zhao
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
ChatPathway: Conversational Large Language Models for Biology Pathway Detection
Yanjing Li, Hannan Xu, Haiteng Zhao, Hongyu Guo, Shengchao Liu
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Oral
- Readers: Everyone
Multimodal Graph Learning for Generative Tasks
Minji Yoon, Jing Yu Koh, Bryan Hooi, Russ Salakhutdinov
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Knowledge Graphs are not Created Equal: Exploring the Properties and Structure of Real KGs
Nedelina Teneva, Estevam Hruschka
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Knowledge Graph Prompting for Multi-Document Question Answering
Yu Wang, Nedim Lipka, Ryan Rossi, Alexa Siu, Ruiyi Zhang, Tyler Derr
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Oral
- Readers: Everyone
GNN Predictions on k-hop Egonets Boosts Adversarial Robustness
Jian Vora
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
On the Consistency of GNN Explainability Methods
Ehsan Hajiramezanali, Sepideh Maleki, Alex Tseng, Aicha BenTaieb, Gabriele Scalia, Tommaso Biancalani
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
A Multi-Task Perspective for Link Prediction with New Relation Types and Nodes
Jincheng Zhou, Beatrice Bevilacqua, Bruno Ribeiro
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Towards Flexible, Efficient, and Effective Tensor Product Networks
Nanxiang Wang, Chen Lin, Michael Bronstein, Philip Torr
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
GenTKG: Generative Forecasting on Temporal Knowledge Graph
Ruotong Liao, Xu Jia, Yunpu Ma, Volker Tresp
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
GraphRNN Revisited: An Ablation Study and Extensions for Directed Acyclic Graphs
Maya Ravichandran, Mark Koch, Taniya Das, Nikhil Khatri
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Double Equivariance for Inductive Link Prediction for Both New Nodes and New Relation Types
Jianfei Gao, Yangze Zhou, Jincheng Zhou, Bruno Ribeiro
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Oral
- Readers: Everyone
Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach
Adriana Gonzalez Cavazos
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
TOD-Flow: Modeling the Structure of Task-Oriented Dialogues
Sungryull Sohn, Yiwei Lyu, Anthony Liu, Lajanugen Logeswaran, Dong-Ki Kim, Dongsub Shim, Honglak Lee
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Sparse but Strong: Crafting Adversarially Robust Graph Lottery Tickets
Subhajit Dutta Chowdhury, Zhiyu Ni, Qingyuan Peng, Souvik Kundu, Pierluigi Nuzzo
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
Can LLMs Effectively Leverage Graph Structural Information: When and Why
Jin Huang, Xingjian Zhang, Qiaozhu Mei, Jiaqi Ma
- Published: 28 Oct 2023, Last Modified: 21 Dec 2023
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone