Yushun Dong

27 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7504-6159 ↗Homepage ↗

Venues

SIGKDD ×6 AAAI ×4 ACL ×3 ICLR ×3 ICML ×3 EMNLP ×2 WWW ×2 ECML-PKDD ×1 ICDM ×1 NeurIPS ×1 WSDM ×1

Frequent coauthors

Jundong Li

×17

Zhenyu Lei

×8

Song Wang

×8

Yaochen Zhu

×6

Chen Chen

×6

Yinhan He

×5

Yue Zhao

×5

Binchi Zhang

×4

Zaiyi Zheng

×4

Patrick Soga

×3

Bolin Shen

×3

Zhen Tan

×3

Papers

Certified Defense on the Fairness of Graph Neural Networks
SIGKDD 2026 · Yushun Dong,
Binchi Zhang
,
Hanghang Tong
,
Jundong Li
MolEdit: Knowledge Editing for Multimodal Molecule Language Models
WSDM 2026 ·
Zhenyu Lei
,
Patrick Soga
,
Yaochen Zhu
,
Yinhan He
, Yushun Dong,
Jundong Li
Query-Efficient Domain Knowledge Stealing Against Large Language Models
AAAI 2026 ·
Zhengao Li
,
Xiaopeng Yuan
,
Bolin Shen
,
Kien Le
,
Haohan Wang
,
Xugui Zhou
,
Shangqian Gao
, Yushun Dong
Targeted Pathway Inference for Biological Knowledge Bases via Graph Learning and Explanation
AAAI 2026 ·
Rikuto Kotoge
,
Ziwei Yang
,
Zheng Chen
, Yushun Dong,
Yasuko Matsubara
,
Jimeng Sun
,
Yasushi Sakurai
Topology Matters: Measuring Memory Leakage in Multi-Agent LLMs
ACL 2026 ·
Jinbo Liu
,
Defu Cao
,
Yifei Wei
,
Tianyao Su
,
Yuan Liang
, Yushun Dong,
Yan Liu
,
Yue Zhao
,
Xiyang Hu
A Survey on Model Extraction Attacks and Defenses for Large Language Models
SIGKDD 2025 ·
Kaixiang Zhao
,
Lincan Li
,
Kaize Ding
,
Neil Zhenqiang Gong
,
Yue Zhao
, Yushun Dong
ATOM: A Framework of Detecting Query-Based Model Extraction Attacks for Graph Neural Networks
SIGKDD 2025 ·
Zhan Cheng
,
Bolin Shen
,
Tianming Sha
,
Yuan Gao
,
Shibo Li
, Yushun Dong
BrainMAP: Learning Multiple Activation Pathways in Brain Networks
AAAI 2025 ·
Song Wang
,
Zhenyu Lei
,
Zhen Tan
,
Jiaqi Ding
,
Xinyu Zhao
, Yushun Dong,
Guorong Wu
,
Tianlong Chen
,
Chen Chen
,
Aiying Zhang
,
Jundong Li
CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models
ICLR 2025 ·
Song Wang
,
Peng Wang
,
Tong Zhou
, Yushun Dong,
Zhen Tan
,
Jundong Li
CEGA: A Cost-Effective Approach for Graph-Based Model Extraction and Acquisition
ICML 2025 ·
Zebin Wang
,
Menghan Lin
,
Bolin Shen
,
Ken Anderson
,
Molei Liu
,
Tianxi Cai
, Yushun Dong
Fairness-Aware Graph Learning: A Benchmark
SIGKDD 2025 · Yushun Dong,
Song Wang
,
Zhenyu Lei
,
Zaiyi Zheng
,
Jing Ma
,
Chen Chen
,
Jundong Li
Few-Shot Graph Out-of-Distribution Detection with LLMs
ECML-PKDD 2025 ·
Haoyan Xu
,
Zhengtao Yao
, Yushun Dong,
Ziyi Wang
,
Ryan A. Rossi
,
Mengyuan Li
,
Yue Zhao
Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective
ICLR 2025 · Yushun Dong,
Patrick Soga
,
Yinhan He
,
Song Wang
,
Jundong Li
Harnessing Large Language Models for Disaster Management: A Survey
ACL 2025 ·
Zhenyu Lei
, Yushun Dong,
Weiyu Li
,
Rong Ding
,
Qi R. Wang
,
Jundong Li
Hierarchical Demonstration Order Optimization for Many-shot In-Context Learning
NeurIPS 2025 ·
Yinhan He
,
Wendy Zheng
,
Song Wang
,
Zaiyi Zheng
, Yushun Dong,
Yaochen Zhu
,
Jundong Li
Learning from Diverse Reasoning Paths with Routing and Collaboration
EMNLP 2025 ·
Zhenyu Lei
,
Zhen Tan
,
Song Wang
,
Yaochen Zhu
,
Zihan Chen
, Yushun Dong,
Jundong Li
Navigating Between Explainability and Extractability in Machine Learning as a Service
ICDM 2025 ·
Ojas Nimase
,
Yue Zhao
, Yushun Dong
PyOD 2: A Python Library for Outlier Detection with LLM-powered Model Selection
WWW 2025 ·
Sihan Chen
,
Zhuangzhuang Qian
,
Wingchun Siu
,
Xingcan Hu
,
Jiaqi Li
,
Shawn Li
,
Yuehan Qin
,
Tiankai Yang
,
Zhuo Xiao
,
Wanghao Ye
,
Yichi Zhang
, Yushun Dong,
Yue Zhao
ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data
AAAI 2025 ·
Zhenyu Lei
, Yushun Dong,
Jundong Li
,
Chen Chen
Towards Global-level Mechanistic Interpretability: A Perspective of Modular Circuits of Large Language Models
ICML 2025 ·
Yinhan He
,
Wendy Zheng
, Yushun Dong,
Yaochen Zhu
,
Chen Chen
,
Jundong Li
Adversarial Attacks on Fairness of Graph Neural Networks
ICLR 2024 ·
Binchi Zhang
, Yushun Dong,
Chen Chen
,
Yada Zhu
,
Minnan Luo
,
Jundong Li
Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective on Molecule Graphs
EMNLP 2024 ·
Yinhan He
,
Zaiyi Zheng
,
Patrick Soga
,
Yaochen Zhu
, Yushun Dong,
Jundong Li
IDEA: A Flexible Framework of Certified Unlearning for Graph Neural Networks
SIGKDD 2024 · Yushun Dong,
Binchi Zhang
,
Zhenyu Lei
,
Na Zou
,
Jundong Li
Knowledge Graph-Enhanced Large Language Models via Path Selection
ACL 2024 ·
Haochen Liu
,
Song Wang
,
Yaochen Zhu
, Yushun Dong,
Jundong Li
PyGDebias: A Python Library for Debiasing in Graph Learning
WWW 2024 · Yushun Dong,
Zhenyu Lei
,
Zaiyi Zheng
,
Song Wang
,
Jing Ma
,
Alex Jing Huang
,
Chen Chen
,
Jundong Li
Rethinking Fair Graph Neural Networks from Re-balancing
SIGKDD 2024 ·
Zhixun Li
, Yushun Dong,
Qiang Liu
,
Jeffrey Xu Yu
Towards Certified Unlearning for Deep Neural Networks
ICML 2024 ·
Binchi Zhang
, Yushun Dong,
Tianhao Wang
,
Jundong Li