AsCL: An Asymmetry-sensitive Contrastive Learning Method for Image-Text Retrieval with Cross-Modal Fusion. - Ziyu Gong 001; Chengcheng Mai; Yihua Huang 001 (ICME, 2024)

ML2MG-VLCR: A Multimodal LLM Guided Zero-shot Method for Visio-linguistic Compositional Reasoning with Autoregressive Generative Language Model. - Ziyu Gong 001; Chengcheng Mai; Yihua Huang 001 (ICMR, 2024)

iterPrompt: An iterative prompt-tuning method for nested relation extraction with dynamic assignment strategy. - Chengcheng Mai; Yuxiang Wang 012; Ziyu Gong 001; Hanxiang Wang; Kaiwen Luo; Chunfeng Yuan; Yihua Huang 001 (Expert Syst. Appl., 2024)

KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities. - Chengcheng Mai; Yuxiang Wang 012; Ziyu Gong 001; Hanxiang Wang; Yihua Huang 001 (IJCAI, 2025)

ACF-R+: An asymmetry-sensitive method for image-text retrieval enhanced by cross-modal fusion and re-ranking based on contrastive learning. - Ziyu Gong 001; Yihua Huang 001; Chunhua Yu; Peng Dai; Xing Ge; Yiming Shen; Yafei Liu (Neurocomputing, 2025)

MMRAG-DocQA: A Multi-Modal Retrieval-Augmented Generation Method for Document Question-Answering with Hierarchical Index and Multi-Granularity Retrieval. - Ziyu Gong 001; Yihua Huang 001; Chengcheng Mai (CoRR, 2025)

PromptCNER: A Segmentation-based Method for Few-shot Chinese NER with Prompt-tuning. - Chengcheng Mai; Yu Chen; Ziyu Gong 001; Hanxiang Wang; Mengchuan Qiu; Chunfeng Yuan; Yihua Huang 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2025)