| 2026 | AAAI | Dual Mamba for Node-Specific Representation Learning: Tackling Over-Smoothing with Selective State Space Modeling. | Xin He, Yili Wang, Yiwei Dai, Xin Wang |
| 2026 | AAAI | HyperD: Hybrid Periodicity Decoupling Framework for Traffic Forecasting. | Minlan Shao, Zijian Zhang, Yili Wang, Yiwei Dai, Xu Shen, Xin Wang |
| 2026 | ACL | BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks. | Rui Miao, Yixin Liu, Yili Wang, Xu Shen, Yue Tan, Yiwei Dai, Shirui Pan, Xin Wang |
| 2026 | KDD | Graph Defense Diffusion Model. | Xin He, Wenqi Fan, Yili Wang, Chengyi Liu, Rui Miao, Xin Juan, Xin Wang |
| 2025 | DASFAA | Time-Aware Meta-path Aggregation on Heterogeneous Temporal Graphs. | Wei Qin, Yili Wang, Xinqiu Zhang, Tairan Huang, Shuqing Wu, Jianliang Gao |
| 2025 | ECAI | Lightning Decoupled Graph Neural Architecture Search for Fraud Detection. | Tairan Huang, Changlong He, Yili Wang, Jianliang Gao |
| 2025 | EMNLP | Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems. | Xu Shen, Yixin Liu, Yiwei Dai, Yili Wang, Rui Miao, Yue Tan, Shirui Pan, Xin Wang |
| 2025 | EMNLP | CrystalICL: Enabling In-Context Learning for Crystal Generation. | Ruobing Wang, Qiaoyu Tan, Yili Wang, Ying Wang, Xin Wang |
| 2025 | ICLR | Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark. | Yili Wang, Yixin Liu, Xu Shen, Chenyu Li, Rui Miao, Kaize Ding, Ying Wang, Shirui Pan, Xin Wang |
| 2025 | IJCAI | Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space. | Xin He, Yili Wang, Wenqi Fan, Xu Shen, Xin Juan, Rui Miao, Xin Wang |
| 2025 | PAKDD | Enhanced Molecular Property Prediction with SMILES and Graph Aligned Contrastive Learning. | Minlan Shao, Yili Wang, Xu Shen, Xin Wang |
| 2025 | SIGIR | HTGformer: Heterogeneous Temporal Graph Transformer. | Yili Wang |
| 2024 | ECAI | Relation Time-Aware Heterogeneous Dynamic Graph Neural Networks. | Yili Wang, Jiamin Chen, Qiutong Li, Changlong He, Jianliang Gao |
| 2024 | EMNLP | Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion. | Hengrui Gu, Kaixiong Zhou, Yili Wang, Ruobing Wang, Xin Wang |
| 2024 | ICLR | Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models. | Yili Wang, Kaixiong Zhou, Ninghao Liu, Ying Wang, Xin Wang |
| 2024 | ICML | Rethinking Independent Cross-Entropy Loss For Graph-Structured Data. | Rui Miao, Kaixiong Zhou, Yili Wang, Ninghao Liu, Ying Wang, Xin Wang |
| 2024 | KDD | Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models. | Xu Shen, Yili Wang, Kaixiong Zhou, Shirui Pan, Xin Wang |
| 2023 | SiggraphA | What is the Best Automated Metric for Text to Motion Generation? | Jordan Voas, Yili Wang, Qixing Huang, Raymond Mooney |
| 2023 | SSDBM | Decoupled Graph Neural Architecture Search with Variable Propagation Operation and Appropriate Depth. | Jianliang Gao, Changlong He, Jiamin Chen, Qiutong Li, Yili Wang |
| 2023 | SSDBM | MSLS: Meta-graph Search with Learnable Supernet for Heterogeneous Graph Neural Networks. | Yili Wang, Jiamin Chen, Qiutong Li, Changlong He, Jianliang Gao |
| 2022 | CIKM | AdaGCL: Adaptive Subgraph Contrastive Learning to Generalize Large-scale Graph Training. | Yili Wang, Kaixiong Zhou, Rui Miao, Ninghao Liu, Xin Wang |
| 2022 | ECCV | Neural Color Operators for Sequential Image Retouching. | Yili Wang, Xin Li, Kun Xu, Dongliang He, Qi Zhang, Fu Li, Errui Ding |
| 2022 | ECCV | RRSR: Reciprocal Reference-Based Image Super-Resolution with Progressive Feature Alignment and Selection. | Lin Zhang, Xin Li, Dongliang He, Fu Li, Yili Wang, Zhaoxiang Zhang |
| 2022 | HCI | Empirical Study on Development of User Experience Questionnaire for Sanitation Robots. | Yili Wang, Li Xiang, Yun Hu, Baoshu Pang |
| 2018 | HCI | Kansei Operation: The Application of Kansei Engineering Technology to the Operating Activities of Financial Products in the Big Data Era. | Miao Liu, Yili Wang |