When do GANs replicate? On the choice of dataset size. - Qianli Feng; Chenqi Guo; Fabian Benitez-Quiroz; Aleix M. Martínez (ICCV, 2021)

Multiple Contrastive Experts for long-tailed image classification. - Yandan Wang; Kaiyin Sun; Chenqi Guo; Shiwei Zhong; Huili Liu; Yinglong Ma 001 (Expert Syst. Appl., 2024)

GAXG: A Global and Self-Adaptive Optimal Graph Topology Generation Framework for Explaining Graph Neural Networks. - Xiaofeng Liu; Chenqi Guo; Mingjun Zhao; Yinglong Ma 001 (IEEE Trans. Netw. Sci. Eng., 2024)

Why does Knowledge Distillation work? Rethink its attention and fidelity mechanism. - Chenqi Guo; Shiwei Zhong; Xiaofeng Liu; Qianli Feng; Yinglong Ma 001 (Expert Syst. Appl., 2025)

Byzantine-robust one-shot federated learning based on hybrid-domain fuzzy clustering and meta learning. - Huili Liu; Chenqi Guo; Yinglong Ma 001; Yandan Wang (Expert Syst. Appl., 2025)

Recommendation feedback-based dynamic adaptive training for efficient social item recommendation. - Yi Wang; Chenqi Guo; Yinglong Ma 001; Qianli Feng (Expert Syst. Appl., 2025)

KnowGNN: a knowledge-aware and structure-sensitive model-level explainer for graph neural networks. - Yinglong Ma 001; Xiaofeng Liu; Chenqi Guo; Beihong Jin; Huili Liu (Appl. Intell., 2025)

Crossmodal Knowledge Distillation with WordNet-Relaxed Text Embeddings for Robust Image Classification. - Chenqi Guo; Mengshuo Rong; Qianli Feng; Rongfan Feng; Yinglong Ma 001 (CoRR, 2025)

A Fully Parallel and Scalable FDSE Approach Based on Balanced Measurements Partitioning and Graph Node-Centric Hash Storage. - Yinglong Ma 001; Tingdong Wang; Chenqi Guo; Yanbo Chen; Siyan Liu (IEEE Trans. Ind. Informatics, 2025)

MOHFL: Multi-Level One-Shot Hierarchical Federated Learning With Enhanced Model Aggregation Over Non-IID Data. - Huili Liu; Yinglong Ma 001; Chenqi Guo; Xiaofeng Liu; Tingdong Wang (IEEE Trans. Netw. Serv. Manag., 2025)