Dongsheng Luo

20 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ICLR ×4 ICML ×3 SIGKDD ×3 AAAI ×2 ACL ×2 WWW ×2 CIKM ×1 ICDM ×1 IJCAI ×1 NeurIPS ×1

Frequent coauthors

Zhuomin Chen

×6

Xu Zheng

×5

Farhad Shirani

×5

Jingchao Ni

×4

Haifeng Chen

×4

Wei Cheng

×4

Hua Wei

×4

Tianchun Wang

×4

Jiaxing Zhang

×3

ChengAo Shen

×2

Dongjin Song

×2

Jun-En Ding

×2

Papers

Explanation-Preserving Augmentation for Semi-Supervised Graph Representation Learning
AAAI 2026 ·
Zhuomin Chen
,
Jingchao Ni
,
Hojat Allah Salehi
,
Xu Zheng
,
Esteban Schafir
,
Farhad Shirani
, Dongsheng Luo
3DGraphX: Explaining 3D Molecular Graph Models via Incorporating Chemical Priors
SIGKDD 2025 ·
Xufeng Liu
, Dongsheng Luo,
Wenhan Gao
,
Yi Liu
Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery
ACL 2025 ·
ChengAo Shen
,
Zhengzhang Chen
, Dongsheng Luo,
Dongkuan Xu
,
Haifeng Chen
,
Jingchao Ni
F-Fidelity: A Robust Framework for Faithfulness Evaluation of Explainable AI
ICLR 2025 ·
Xu Zheng
,
Farhad Shirani
,
Zhuomin Chen
,
Chaohao Lin
,
Wei Cheng
,
Wenbo Guo
, Dongsheng Luo
Harnessing Vision Models for Time Series Analysis: A Survey
IJCAI 2025 ·
Jingchao Ni
,
Ziming Zhao
,
ChengAo Shen
,
Hanghang Tong
,
Dongjin Song
,
Wei Cheng
, Dongsheng Luo,
Haifeng Chen
Is Your Explanation Reliable: Confidence-Aware Explanation on Graph Neural Networks
SIGKDD 2025 ·
Jiaxing Zhang
,
Xiaoou Liu
, Dongsheng Luo,
Hua Wei
MedPlan: A Two-Stage RAG-Based System for Personalized Medical Plan Generation
ACL 2025 ·
Hsin-Ling Hsu
,
Cong-Tinh Dao
,
Luning Wang
,
Zitao Shuai
,
Thao Nguyen Minh Phan
,
Jun-En Ding
,
Chun-Chieh Liao
,
Pengfei Hu
,
Xiaoxue Han
,
Chih-Ho Hsu
, Dongsheng Luo,
Wen-Chih Peng
,
Feng Liu
,
Fang-Ming Hung
,
Chenwei Wu
NeuroTree: Hierarchical Functional Brain Pathway Decoding for Mental Health Disorders
ICML 2025 ·
Jun-En Ding
, Dongsheng Luo,
Chenwei Wu
,
Feng Liu
Polynomial Selection in Spectral Graph Neural Networks: An Error-Sum of Function Slices Approach
WWW 2025 ·
Guoming Li
,
Jian Yang
,
Shangsong Liang
, Dongsheng Luo
Breaking the Bot Barrier: Evaluating Adversarial AI Techniques Against Multi-Modal Defense Models
WWW 2024 ·
Behzad Ousat
, Dongsheng Luo,
Amin Kharraz
Explaining Time Series via Contrastive and Locally Sparse Perturbations
ICLR 2024 ·
Zichuan Liu
,
Yingying Zhang
,
Tianchun Wang
,
Zefan Wang
, Dongsheng Luo,
Mengnan Du
,
Min Wu
,
Yi Wang
,
Chunlin Chen
,
Lunting Fan
,
Qingsong Wen
Factorized Explainer for Graph Neural Networks
AAAI 2024 ·
Rundong Huang
,
Farhad Shirani
, Dongsheng Luo
Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks
ICML 2024 ·
Zhuomin Chen
,
Jiaxing Zhang
,
Jingchao Ni
,
Xiaoting Li
,
Yuchen Bian
,
Md Mezbahul Islam
,
Ananda Mondal
,
Hua Wei
, Dongsheng Luo
Multi-source Unsupervised Domain Adaptation on Graphs with Transferability Modeling
SIGKDD 2024 ·
Tianxiang Zhao
, Dongsheng Luo,
Xiang Zhang
,
Suhang Wang
Parametric Augmentation for Time Series Contrastive Learning
ICLR 2024 ·
Xu Zheng
,
Tianchun Wang
,
Wei Cheng
,
Aitian Ma
,
Haifeng Chen
,
Mo Sha
, Dongsheng Luo
Rank Supervised Contrastive Learning for Time Series Classification
ICDM 2024 ·
Qianying Ren
, Dongsheng Luo,
Dongjin Song
RegExplainer: Generating Explanations for Graph Neural Networks in Regression Tasks
NeurIPS 2024 ·
Jiaxing Zhang
,
Zhuomin Chen
,
Hao Mei
,
Longchao Da
, Dongsheng Luo,
Hua Wei
Shape-aware Graph Spectral Learning
CIKM 2024 ·
Junjie Xu
,
Enyan Dai
, Dongsheng Luo,
Xiang Zhang
,
Suhang Wang
TimeX++: Learning Time-Series Explanations with Information Bottleneck
ICML 2024 ·
Zichuan Liu
,
Tianchun Wang
,
Jimeng Shi
,
Xu Zheng
,
Zhuomin Chen
,
Lei Song
,
Wenqian Dong
,
Jayantha Obeysekera
,
Farhad Shirani
, Dongsheng Luo
Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks
ICLR 2024 ·
Xu Zheng
,
Farhad Shirani
,
Tianchun Wang
,
Wei Cheng
,
Zhuomin Chen
,
Haifeng Chen
,
Hua Wei
, Dongsheng Luo