Ship Detection in SAR Images Based on Adjacent Context Guide Fusion Module and Dense Weighted Skip Connection. - Wurui Shi; Zican Hu; Hongkun Liu; Shengcai Cen; Jinhan Huang 001; Xueyun Chen (IEEE Access, 2022)

IDAN: Image Difference Attention Network for Change Detection. - Hongkun Liu; Zican Hu; Qichen Ding; Xueyun Chen (CoRR, 2022)

Road Detection via a Dual-Task Network Based on Cross-Layer Graph Fusion Modules. - Zican Hu; Wurui Shi; Hongkun Liu; Xueyun Chen (IEEE Geosci. Remote. Sens. Lett., 2022)

Remote Sensing Image Vehicle Detection Based on Pre-Training and Random-Initialized Fusion Network. - Hongkun Liu; Qichen Ding; Zican Hu; Xueyun Chen (IEEE Geosci. Remote. Sens. Lett., 2022)

Attention-Guided Contrastive Role Representations for Multi-agent Reinforcement Learning. - Zican Hu; Zongzhang Zhang; Huaxiong Li; Chunlin Chen; Hongyu Ding; Zhi Wang 001 (ICLR, 2024)

Direction-Aware and Foreground-Guided Remote Sensing Road Detection. - Ying Zhang; Zican Hu; Rui Lin; Xue Zhu; Xueyun Chen (IEEE Geosci. Remote. Sens. Lett., 2024)

Category relationship enhancement transformer for industrial defect segmentation. - Zican Hu; Jiaxiang Luo; Zixiang Hong (Knowl. Based Syst., 2025)

Learning to Reason under Off-Policy Guidance. - Jianhao Yan; Yafu Li; Zican Hu; Zhi Wang; Ganqu Cui; Xiaoye Qu; Yu Cheng 001; Yue Zhang 004 (CoRR, 2025)

Text-to-Decision Agent: Learning Generalist Policies from Natural Language Supervision. - Shilin Zhang; Zican Hu; Wenhao Wu; Xinyi Xie; Jianxiang Tang; Chunlin Chen; Daoyi Dong; Yu Cheng; Zhenhong Sun; Zhi Wang (CoRR, 2025)

Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning. - Zican Hu; Wei Liu 131; Xiaoye Qu; Xiangyu Yue 001; Chunlin Chen; Zhi Wang; Yu Cheng 001 (CoRR, 2025)

Mixture-of-Experts Meets In-Context Reinforcement Learning. - Wenhao Wu; Fuhong Liu; Haoru Li; Zican Hu; Daoyi Dong; Chunlin Chen; Zhi Wang (CoRR, 2025)

A design-guided industrial defect detection method with enhanced camouflaged defect identification. - Zican Hu; Jiaxiang Luo; Zixiang Hong; Jingyi Chen (Expert Syst. Appl., 2026)