AdaGCL: Adaptive Subgraph Contrastive Learning to Generalize Large-scale Graph Training. - Yili Wang 004; Kaixiong Zhou; Rui Miao 003; Ninghao Liu; Xin Wang 035 (CIKM, 2022)

LTPConstraint: a transfer learning based end-to-end method for RNA secondary structure prediction. - Yinchao Fei; Hao Zhang 064; Yili Wang 004; Zhen Liu; Yuanning Liu (BMC Bioinform., 2022)

Contrastive Graph Convolutional Networks with adaptive augmentation for text classification. - Yintao Yang; Rui Miao 003; Yili Wang 004; Xin Wang 035 (Inf. Process. Manag., 2022)

Pioneering Reliable Assessment in Text-to-Image Knowledge Editing: Leveraging a Fine-Grained Dataset and an Innovative Criterion. - Hengrui Gu 002; Kaixiong Zhou; Yili Wang 004; Ruobing Wang 003; Xin Wang 035 (EMNLP (Findings), 2024)

Efficient Sharpness-Aware Minimization for Molecular Graph Transformer Models. - Yili Wang 004; Kaixiong Zhou; Ninghao Liu; Ying Wang 009; Xin Wang 035 (ICLR, 2024)

Rethinking Independent Cross-Entropy Loss For Graph-Structured Data. - Rui Miao 003; Kaixiong Zhou; Yili Wang 004; Ninghao Liu; Ying Wang 009; Xin Wang 035 (ICML, 2024)

Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models. - Xu Shen 002; Yili Wang 004; Kaixiong Zhou; Shirui Pan; Xin Wang 035 (KDD, 2024)

A two-stage co-adversarial perturbation to mitigate out-of-distribution generalization of large-scale graph. - Yili Wang 004; Haotian Xue 001; Xin Wang 035 (Expert Syst. Appl., 2024)

Unifying Unsupervised Graph-Level Anomaly Detection and Out-of-Distribution Detection: A Benchmark. - Yili Wang 004; Yixin Liu 001; Xu Shen 002; Chenyu Li; Rui Miao 003; Kaize Ding; Ying Wang 009; Shirui Pan; Xin Wang 035 (ICLR, 2025)

Balancing user preferences by social networks: A condition-guided social recommendation model for mitigating popularity bias. - Xin He 003; Wenqi Fan; Ruobing Wang 003; Yili Wang 004; Ying Wang 009; Shirui Pan; Xin Wang 035 (Neural Networks, 2025)

Graph Defense Diffusion Model. - Xin He 003; Wenqi Fan; Yili Wang 004; Chengyi Liu; Rui Miao 003; Xin Juan; Xin Wang 035 (CoRR, 2025)

Mamba-Based Graph Convolutional Networks: Tackling Over-smoothing with Selective State Space. - Xin He 003; Yili Wang 004; Wenqi Fan; Xu Shen 002; Xin Juan; Rui Miao 003; Xin Wang 035 (CoRR, 2025)

Raising the Bar in Graph OOD Generalization: Invariant Learning Beyond Explicit Environment Modeling. - Xu Shen 002; Yixin Liu 001; Yili Wang 004; Rui Miao 003; Yiwei Dai; Shirui Pan; Xin Wang 035 (CoRR, 2025)

Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems. - Xu Shen 002; Yixin Liu 001; Yiwei Dai; Yili Wang 004; Rui Miao 003; Yue Tan; Shirui Pan; Xin Wang 035 (CoRR, 2025)

BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks. - Rui Miao 003; Yixin Liu 001; Yili Wang 004; Xu Shen 002; Yue Tan; Yiwei Dai; Shirui Pan; Xin Wang 035 (CoRR, 2025)

AdaGCL+: An Adaptive Subgraph Contrastive Learning Toward Tackling Topological Bias. - Yili Wang 004; Yaohua Liu; Ninghao Liu; Rui Miao 003; Ying Wang 009; Xin Wang 035 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)