Small Object Detection Based on Bidirectional Feature Fusion and Multi-scale Distillation. - Lingyu Wang; Zijie Zhou 001; Guanqun Shi; Junkang Guo; Zhigang Liu (ICANN (2), 2024)

PrefGen: A Preference-Driven Methodology for Secure Yet Gas-Efficient Smart Contract Generation. - Zhiyuan Peng; Xin Yin; Zijie Zhou 001; Chenhao Ying 001; Chao Ni 001; Yuan Luo 003 (ASE, 2025)

M3Prune: Hierarchical Communication Graph Pruning for Efficient Multi-Modal Multi-Agent Retrieval-Augmented Generation. - Weizi Shao; Taolin Zhang 001; Zijie Zhou 001; Chen Chen; Chengyu Wang 001; Xiaofeng He (CoRR, 2025)

Hyperbolic and Evidence-Prioritized Experts for Large Vision-Language Models. - Zijie Zhou 001; Dandan Zhu; Hangxiangpan Wang; Heng Zhang; Huishen Jiao; Yi Zhao (ICMR, 2026)

PolarMem: A Training-Free Polarized Latent Graph Memory for Verifiable Multimodal Agents. - Zhisheng Chen; Tingyu Wu; Zijie Zhou 001; Zhengwei Xie; Ziyan Weng; Yingwei Zhang (CoRR, 2026)

Learning Transferable Topology Priors for Multi-Agent LLM Collaboration Across Domains. - Taolin Zhang 001; Zijie Zhou 001; Jiuheng Wan; Tingyuan Hu; Chengyu Wang 001; Xiaofeng He; Richang Hong (CoRR, 2026)

A Preference-Driven Methodology for Efficient Code Generation. - Yuqi Li; Zijie Zhou 001; Zhiyuan Peng; Junhao Dong 001; Haochen You; Renye Yan; Shiping Wen 001; Yingli Tian; Tingwen Huang (IEEE Trans. Artif. Intell., 2026)