| 2026 | AAAI | Invariant Conditional Molecular Generation Under Distribution Shift. | Chunyu Hu, Tianyin Liao, Yicheng Sui, Ran Zhang, Xiao Wang, Ziwei Zhang |
| 2026 | AAAI | Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models. | Jiayi Luo, Qingyun Sun, Lingjuan Lyu, Ziwei Zhang, Haonan Yuan, Xingcheng Fu, Jianxin Li |
| 2026 | AAAI | PriAgent: A Collaborative Multi-Agent Framework for Auditing Android Privacy Compliance. | Ziwei Zhang, Zhao Li, Zhuojun Jiang, Jiangyi Yin, Xuebin Wang, Jiangchao Chen, Qingyun Liu |
| 2026 | KDD | Invariant Graph Transformer for Out-of-Distribution Generalization. | Tianyin Liao, Ziwei Zhang, Yufei Sun, Chunyu Hu, Jianxin Li |
| 2026 | WWW | Unifying Graph Out-of-Distribution Generalization and Detection through Spectral Contrastive Invariant learning. | Tianyin Liao, Ge Lan, Rui Chen, Ran Zhang, Zhiming Chen, Xiao Wang, Ziwei Zhang |
| 2026 | WWW | Towards Geometry-Consistent Federated Graph Learning. | Yuecen Wei, Zhiyu Zhuang, Yisen Gao, Xingcheng Fu, Qingyun Sun, Ziwei Zhang, Tianyu Wo, Chunming Hu |
| 2026 | WWW | GraphRAG-R1: Graph Retrieval-Augmented Generation with Process-Constrained Reinforcement Learning. | Chuanyue Yu, Kuo Zhao, Yuhan Li, Heng Chang, Mingjian Feng, Xiangzhe Jiang, Yufei Sun, Jia Li, Yuzhi Zhang, Qingyun Sun, Jianxin Li, Ziwei Zhang |
| 2025 | AAAI | Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation. | Chendi Ge, Xin Wang, Ziwei Zhang, Yijian Qin, Hong Chen, Haiyang Wu, Yang Zhang, Yuekui Yang, Wenwu Zhu |
| 2025 | CIKM | Frontiers in Graph Machine Learning for the Large Model Era. | Qingyun Sun, Ziwei Zhang, Xingcheng Fu, Yangqiu Song, Jianxin Li, Philip S. Yu |
| 2025 | CIKM | Student-Augmented Self-Training with Closed Loop Feedback in Linguistic Steganalysis. | Ziwei Zhang, Juan Wen, Wanli Peng, Haowei Chang |
| 2025 | CVPR | Teller: Real-Time Streaming Audio-Driven Portrait Animation with Autoregressive Motion Generation. | Dingcheng Zhen, Shunshun Yin, Shiyang Qin, Hou Yi, Ziwei Zhang, Siyuan Liu, Gan Qi, Ming Tao |
| 2025 | ICCS | Encrypted Malicious Traffic Detection Using Multi-instance Learning. | Ziwei Zhang, Jiangyi Yin, Zhao Li, Jiangchao Chen, Meijie Du, Zhongyi Zhang, Qingyun Liu |
| 2025 | KDD | Causal-aware Graph Neural Architecture Search under Distribution Shifts. | Peiwen Li, Xin Wang, Zeyang Zhang, Ziwei Zhang, Fang Shen, Jialong Wang, Yang Li, Wenwu Zhu |
| 2025 | NAACL | Kill two birds with one stone: generalized and robust AI-generated text detection via dynamic perturbations. | Yinghan Zhou, Juan Wen, Wanli Peng, Yiming Xue, Ziwei Zhang, Zhengxian Wu |
| 2024 | AAAI | Multimodal Graph Neural Architecture Search under Distribution Shifts. | Jie Cai, Xin Wang, Haoyang Li, Ziwei Zhang, Wenwu Zhu |
| 2024 | AAAI | Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts. | Yang Yao, Xin Wang, Yijian Qin, Ziwei Zhang, Wenwu Zhu, Hong Mei |
| 2024 | ECAI | Domain Adaptational Steganographic Text Detection Using Few-Shot Adversary-Refinement Framework. | Ziwei Zhang, Juan Wen, Yinghan Zhou, Liting Gao, Yiming Xue |
| 2024 | ICDE | OOD-GNN: Out-of-Distribution Generalized Graph Neural Network: (Extended Abstract). | Haoyang Li, Xin Wang, Ziwei Zhang, Wenwu Zhu |
| 2024 | ICML | Disentangled Graph Self-supervised Learning for Out-of-Distribution Generalization. | Haoyang Li, Xin Wang, Zeyang Zhang, Haibo Chen, Ziwei Zhang, Wenwu Zhu |
| 2024 | ICML | Disentangled Continual Graph Neural Architecture Search with Invariant Modular Supernet. | Zeyang Zhang, Xin Wang, Yijian Qin, Hong Chen, Ziwei Zhang, Xu Chu, Wenwu Zhu |
| 2024 | KDD | Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification. | Beini Xie, Heng Chang, Ziwei Zhang, Zeyang Zhang, Simin Wu, Xin Wang, Yuan Meng, Wenwu Zhu |
| 2024 | KDD | LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs? | Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Yijian Qin, Wenwu Zhu |
| 2023 | AAAI | Dynamic Heterogeneous Graph Attention Neural Architecture Search. | Zeyang Zhang, Ziwei Zhang, Xin Wang, Yijian Qin, Zhou Qin, Wenwu Zhu |
| 2023 | CVPR | Adversarially Robust Neural Architecture Search for Graph Neural Networks. | Beini Xie, Heng Chang, Ziwei Zhang, Xin Wang, Daixin Wang, Zhiqiang Zhang, Rex Ying, Wenwu Zhu |
| 2023 | ETS | Data Background-Based Test Development for All Interconnect and Contact Defects in RRAMs. | Hanzhi Xun, Moritz Fieback, Sicong Yuan, Ziwei Zhang, Mottaqiallah Taouil, Said Hamdioui |
| 2023 | ICDE | Intention-aware Sequential Recommendation with Structured Intent Transition : (Extended Abstract). | Haoyang Li, Xin Wang, Ziwei Zhang, Jianxin Ma, Peng Cui, Wenwu Zhu |
| 2023 | ICLR | AutoGT: Automated Graph Transformer Architecture Search. | Zizhao Zhang, Xin Wang, Chaoyu Guan, Ziwei Zhang, Haoyang Li, Wenwu Zhu |
| 2023 | IECON | Review on Small Disturbance Stability Research of DC Microgrids. | Ziwei Zhang, Zhilei Yao |
| 2023 | ITC | Magnetic Coupling Based Test Development for Contact and Interconnect Defects in STT-MRAMs. | Sicong Yuan, Ziwei Zhang, Moritz Fieback, Hanzhi Xun, Erik Jan Marinissen, Gouri Sankar Kar, Sidharth Rao, Sebastien Couet, Mottaqiallah Taouil, Said Hamdioui |
| 2022 | AAAI | Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum. | Zeyang Zhang, Ziwei Zhang, Xin Wang, Wenwu Zhu |
| 2022 | DASFAA | Inter-and-Intra Domain Attention Relational Inference for Rack Temperature Prediction in Data Center. | Fang Shen, Zhan Li, Bing Pan, Ziwei Zhang, Jialong Wang, Wendy Zhao, Xin Wang, Wenwu Zhu |
| 2022 | ICML | Parametric Visual Program Induction with Function Modularization. | Xuguang Duan, Xin Wang, Ziwei Zhang, Wenwu Zhu |
| 2022 | ICML | Large-Scale Graph Neural Architecture Search. | Chaoyu Guan, Xin Wang, Hong Chen, Ziwei Zhang, Wenwu Zhu |
| 2022 | ICML | Graph Neural Architecture Search Under Distribution Shifts. | Yijian Qin, Xin Wang, Ziwei Zhang, Pengtao Xie, Wenwu Zhu |
| 2022 | INFOCOM | On Designing Secure Cross-user Redundancy Elimination for WAN Optimization. | Yuan Zhang, Ziwei Zhang, Minze Xu, Chen Tian, Sheng Zhong |
| 2021 | HCI | A Experimental Study of the Cognitive Load of In-vehicle Multiscreen Connected HUD. | Yancong Zhu, Yuchen Jing, Ming Jiang, Ziwei Zhang, Dawei Wang, Wei Liu |
| 2021 | ICIG | Protecting Encrypted Video Stream Against Information Leak Using Adversarial Traces. | Ziwei Zhang, Dengpan Ye |
| 2021 | IJCAI | Automated Machine Learning on Graphs: A Survey. | Ziwei Zhang, Xin Wang, Wenwu Zhu |
| 2021 | KDD | Signed Graph Neural Network with Latent Groups. | Haoxin Liu, Ziwei Zhang, Peng Cui, Yafeng Zhang, Qiang Cui, Jiashuo Liu, Wenwu Zhu |
| 2020 | CVPR | Correlating Edge, Pose With Parsing. | Ziwei Zhang, Chi Su, Liang Zheng, Xiaodong Xie |
| 2019 | COMPSAC | Rogue Wireless AP Detection using Delay Fluctuation in Backbone Network. | Ziwei Zhang, Hirokazu Hasegawa, Yukiko Yamaguchi, Hajime Shimada |
| 2019 | HCI | Exploratory Study into Designing Enhanced Commute Experiences in Autonomous Vehicles with Connected Sensors and Actuators. | Zheng Sun, Hugues Vigner, Shreyas Bhayana, Changhao Zheng, Ziwei Zhang, Euiyoung Kim, Alice M. Agogino |
| 2019 | KDD | Robust Graph Convolutional Networks Against Adversarial Attacks. | Dingyuan Zhu, Ziwei Zhang, Peng Cui, Wenwu Zhu |
| 2018 | AAAI | TIMERS: Error-Bounded SVD Restart on Dynamic Networks. | Ziwei Zhang, Peng Cui, Jian Pei, Xiao Wang, Wenwu Zhu |
| 2018 | ICDM | Billion-Scale Network Embedding with Iterative Random Projection. | Ziwei Zhang, Peng Cui, Haoyang Li, Xiao Wang, Wenwu Zhu |
| 2018 | ICIP | Dense Relation Network: Learning Consistent and Context-Aware Representation for Semantic Image Segmentation. | Yueqing Zhuang, Fan Yang, Li Tao, Cong Ma, Ziwei Zhang, Yuan Li, Huizhu Jia, Xiaodong Xie, Wen Gao |
| 2018 | IJCAI | Power-law Distribution Aware Trust Prediction. | Xiao Wang, Ziwei Zhang, Jing Wang, Peng Cui, Shiqiang Yang |
| 2018 | ICPR | RelationNet: Learning Deep-Aligned Representation for Semantic Image Segmentation. | Yueqing Zhuang, Li Tao, Fan Yang, Cong Ma, Ziwei Zhang, Huizhu Jia, Xiaodong Xie |
| 2018 | KDD | Arbitrary-Order Proximity Preserved Network Embedding. | Ziwei Zhang, Peng Cui, Xiao Wang, Jian Pei, Xuanrong Yao, Wenwu Zhu |
| 2016 | KDD | Asymmetric Transitivity Preserving Graph Embedding. | Mingdong Ou, Peng Cui, Jian Pei, Ziwei Zhang, Wenwu Zhu |