Zeyang Zhang

49 papers A* 19A 2Journal 26Unranked 2
YearRankTypeTitle / Venue / Authors
2026 A* conf
Disentangled Graph LLM for Molecule Graph Editing under Distribution Shifts.
WWW
Yang Yao, Xin Wang, Yuan Meng, Zeyang Zhang, Hong Mei, Wenwu Zhu
2026 J jnl
Revisiting Transformation Invariant Geometric Deep Learning: An Initial Representation Perspective.
IEEE Trans. Pattern Anal. Mach. Intell.
Ziwei Zhang, Xin Wang, Zeyang Zhang, Peng Cui, Wenwu Zhu
2026 J jnl
Uncertainty-Aware Disentangled Dynamic Graph Attention Network for Out-of-Distribution Generalization.
IEEE Trans. Pattern Anal. Mach. Intell.
Xin Wang, Haoyang Li, Zeyang Zhang, Haibo Chen, Tong Xiao, Kehan Li, Wenwu Zhu
2025 A* conf
AutoGFM: Automated Graph Foundation Model with Adaptive Architecture Customization.
ICML
Haibo Chen, Xin Wang, Zeyang Zhang, Haoyang Li, Ling Feng, Wenwu Zhu
2025 — conf
Causal-aware Graph Neural Architecture Search under Distribution Shifts.
KDD (2)
Peiwen Li, Xin Wang, Zeyang Zhang, Ziwei Zhang, Fang Shen, Jialong Wang, Yang Li, Wenwu Zhu
2025 J jnl
Disentangled Dynamic Graph Attention Network for Out-of-Distribution Sequential Recommendation.
ACM Trans. Inf. Syst.
Zeyang Zhang, Xin Wang, Haibo Chen, Haoyang Li, Wenwu Zhu
2025 A* conf
DyNAS-DDI: Dynamic Pairwise Architecture Search for Generalizable Drug-Drug Interaction LLM.
ACM Multimedia
Linxin Xiao, Xin Wang, Zeyang Zhang, Yang Yao, Wenwu Zhu
2025 A* conf
Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning.
ICML
Chendi Ge, Xin Wang, Zeyang Zhang, Hong Chen, Jiapei Fan, Longtao Huang, Hui Xue, Wenwu Zhu
2025 J jnl
Dynamic Mixture of Curriculum LoRA Experts for Continual Multimodal Instruction Tuning.
CoRR
Chendi Ge, Xin Wang, Zeyang Zhang, Hong Chen, Jiapei Fan, Longtao Huang, Hui Xue, Wenwu Zhu
2025 — conf
Graph Machine Learning under Distribution Shifts: Adaptation, Generalization and Extension to LLM.
WWW (Companion Volume)
Xin Wang, Haoyang Li, Zeyang Zhang, Wenwu Zhu
2025 J jnl
Modular Machine Learning: An Indispensable Path towards New-Generation Large Language Models.
CoRR
Xin Wang, Haoyang Li, Zeyang Zhang, Haibo Chen, Wenwu Zhu
2025 A* conf
ModuleTeam: Open-Set Multi-Conditional Image Generation with Training-Free Latent Mixture of Any Control Module.
ACM Multimedia
Yuwei Zhou, Xin Wang, Hong Chen, Yipeng Zhang, Zeyang Zhang, Wenwu Zhu
2025 A conf
Multi-sentence Video Grounding for Long Video Generation.
ICME
Wei Feng, Xin Wang, Hong Chen, Zeyang Zhang, Wenwu Zhu
2025 A* conf
Self-supervised Masked Graph Autoencoder via Structure-aware Curriculum.
ICML
Haoyang Li, Xin Wang, Zeyang Zhang, Zongyuan Wu, Linxin Xiao, Wenwu Zhu
2025 J jnl
Towards Multi-modal Graph Large Language Model.
CoRR
Xin Wang, Zeyang Zhang, Linxin Xiao, Haibo Chen, Chendi Ge, Wenwu Zhu
2025 J jnl
Towards multimodal graph large language model.
Sci. China Inf. Sci.
Xin Wang, Zeyang Zhang, Linxin Xiao, Haibo Chen, Chendi Ge, Wenwu Zhu
2024 J jnl
Causal-Aware Graph Neural Architecture Search under Distribution Shifts.
CoRR
Peiwen Li, Xin Wang, Zeyang Zhang, Yijian Qin, Ziwei Zhang, Jialong Wang, Yang Li, Wenwu Zhu
2024 A* conf
DisenStudio: Customized Multi-Subject Text-to-Video Generation with Disentangled Spatial Control.
ACM Multimedia
Hong Chen, Xin Wang, Yipeng Zhang, Yuwei Zhou, Zeyang Zhang, Siao Tang, Wenwu Zhu
2024 J jnl
DisenStudio: Customized Multi-subject Text-to-Video Generation with Disentangled Spatial Control.
CoRR
Hong Chen, Xin Wang, Yipeng Zhang, Yuwei Zhou, Zeyang Zhang, Siao Tang, Wenwu Zhu
2024 A* conf
Disentangled Continual Graph Neural Architecture Search with Invariant Modular Supernet.
ICML
Zeyang Zhang, Xin Wang, Yijian Qin, Hong Chen, Ziwei Zhang, Xu Chu, Wenwu Zhu
2024 A* conf
Disentangled Graph Self-supervised Learning for Out-of-Distribution Generalization.
ICML
Haoyang Li, Xin Wang, Zeyang Zhang, Haibo Chen, Ziwei Zhang, Wenwu Zhu
2024 J jnl
Exploring the Potential of Large Language Models in Graph Generation.
CoRR
Yang Yao, Xin Wang, Zeyang Zhang, Yijian Qin, Ziwei Zhang, Xu Chu, Yuekui Yang, Wenwu Zhu, Hong Mei
2024 J jnl
LLM-Enhanced Causal Discovery in Temporal Domain from Interventional Data.
CoRR
Peiwen Li, Xin Wang, Zeyang Zhang, Yuan Meng, Fang Shen, Yue Li, Jialong Wang, Yang Li, Wenwu Zhu
2024 A* conf
LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs?
KDD
Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Yijian Qin, Wenwu Zhu
2024 J jnl
Multi-Modal Generative AI: Multi-modal LLM, Diffusion and Beyond.
CoRR
Hong Chen, Xin Wang, Yuwei Zhou, Bin Huang, Yipeng Zhang, Wei Feng, Houlun Chen, Zeyang Zhang, Siao Tang, Wenwu Zhu
2024 J jnl
Multi-sentence Video Grounding for Long Video Generation.
CoRR
Wei Feng, Xin Wang, Hong Chen, Zeyang Zhang, Wenwu Zhu
2024 A conf
RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model.
CIKM
Peiwen Li, Xin Wang, Zeyang Zhang, Yuan Meng, Fang Shen, Yue Li, Jialong Wang, Yang Li, Wenwu Zhu
2024 J jnl
Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts.
CoRR
Zeyang Zhang, Xin Wang, Ziwei Zhang, Zhou Qin, Weigao Wen, Hui Xue, Haoyang Li, Wenwu Zhu
2024 A* conf
Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification.
KDD
Beini Xie, Heng Chang, Ziwei Zhang, Zeyang Zhang, Simin Wu, Xin Wang, Yuan Meng, Wenwu Zhu
2024 J jnl
Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification.
CoRR
Beini Xie, Heng Chang, Ziwei Zhang, Zeyang Zhang, Simin Wu, Xin Wang, Yuan Meng, Wenwu Zhu
2024 J jnl
Unsupervised Graph Neural Architecture Search with Disentangled Self-supervision.
CoRR
Zeyang Zhang, Xin Wang, Ziwei Zhang, Guangyao Shen, Shiqi Shen, Wenwu Zhu
2024 A* conf
VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding.
NeurIPS
Houlun Chen, Xin Wang, Hong Chen, Zeyang Zhang, Wei Feng, Bin Huang, Jia Jia, Wenwu Zhu
2024 J jnl
VERIFIED: A Video Corpus Moment Retrieval Benchmark for Fine-Grained Video Understanding.
CoRR
Houlun Chen, Xin Wang, Hong Chen, Zeyang Zhang, Wei Feng, Bin Huang, Jia Jia, Wenwu Zhu
2023 A* conf
Dynamic Heterogeneous Graph Attention Neural Architecture Search.
AAAI
Zeyang Zhang, Ziwei Zhang, Xin Wang, Yijian Qin, Zhou Qin, Wenwu Zhu
2023 J jnl
LLM4DyG: Can Large Language Models Solve Problems on Dynamic Graphs?
CoRR
Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Yijian Qin, Simin Wu, Wenwu Zhu
2023 J jnl
LLM4VG: Large Language Models Evaluation for Video Grounding.
CoRR
Wei Feng, Xin Wang, Hong Chen, Zeyang Zhang, Zihan Song, Yuwei Zhou, Wenwu Zhu
2023 J jnl
Large Graph Models: A Perspective.
CoRR
Ziwei Zhang, Haoyang Li, Zeyang Zhang, Yijian Qin, Xin Wang, Wenwu Zhu
2023 J jnl
Out-of-Distribution Generalized Dynamic Graph Neural Network for Human Albumin Prediction.
CoRR
Zeyang Zhang, Xingwang Li, Fei Teng, Ning Lin, Xueling Zhu, Xin Wang, Wenwu Zhu
2023 J jnl
Out-of-Distribution Generalized Dynamic Graph Neural Network with Disentangled Intervention and Invariance Promotion.
CoRR
Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Wenwu Zhu
2023 A* conf
Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts.
NeurIPS
Zeyang Zhang, Xin Wang, Ziwei Zhang, Zhou Qin, Weigao Wen, Hui Xue, Haoyang Li, Wenwu Zhu
2023 A* conf
Unsupervised Graph Neural Architecture Search with Disentangled Self-Supervision.
NeurIPS
Zeyang Zhang, Xin Wang, Ziwei Zhang, Guangyao Shen, Shiqi Shen, Wenwu Zhu
2022 A* conf
Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift.
NeurIPS
Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Zhou Qin, Wenwu Zhu
2022 A* conf
Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum.
AAAI
Zeyang Zhang, Ziwei Zhang, Xin Wang, Wenwu Zhu
2022 J jnl
Learning to Solve Travelling Salesman Problem with Hardness-adaptive Curriculum.
CoRR
Zeyang Zhang, Ziwei Zhang, Xin Wang, Wenwu Zhu
2022 A* conf
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search.
NeurIPS
Yijian Qin, Ziwei Zhang, Xin Wang, Zeyang Zhang, Wenwu Zhu
2022 J jnl
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search.
CoRR
Yijian Qin, Ziwei Zhang, Xin Wang, Zeyang Zhang, Wenwu Zhu
2021 J jnl
AutoGL: A Library for Automated Graph Learning.
CoRR
Chaoyu Guan, Ziwei Zhang, Haoyang Li, Heng Chang, Zeyang Zhang, Yijian Qin, Jiyan Jiang, Xin Wang, Wenwu Zhu
2021 A* conf
Graph Differentiable Architecture Search with Structure Learning.
NeurIPS
Yijian Qin, Xin Wang, Zeyang Zhang, Wenwu Zhu
2021 J jnl
Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need?
CoRR
Ziwei Zhang, Xin Wang, Zeyang Zhang, Peng Cui, Wenwu Zhu