Vehicle Road Privacy Recommendation System Equipped with Markov Chain. - Xiangru Zhu; Yanfeng Shi; Yuan Tian 003 (ICBDS, 2021)

ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge. - Tingting Liu; Chengyu Wang 001; Xiangru Zhu; Lei Li 043; Minghui Qiu; Jun Huang 007; Ming Gao 001; Yanghua Xiao (EMNLP (Findings), 2022)

AGREE: Aligning Cross-Modal Entities for Image-Text Retrieval Upon Vision-Language Pre-trained Models. - Xiaodan Wang; Lei Li 043; Zhixu Li; Xuwu Wang; Xiangru Zhu; Chengyu Wang 001; Jun Huang 007; Yanghua Xiao (WSDM, 2023)

A Contrastive Compositional Benchmark for Text-to-Image Synthesis: A Study with Unified Text-to-Image Fidelity Metrics. - Xiangru Zhu; Penglei Sun; Chengyu Wang 001; Jingping Liu; Zhixu Li; Yanghua Xiao; Jun Huang 007 (CoRR, 2023)

M2ConceptBase: A Fine-grained Aligned Multi-modal Conceptual Knowledge Base. - Zhiwei Zha; Jiaan Wang; Zhixu Li; Xiangru Zhu; Wei Song 008; Yanghua Xiao (CoRR, 2023)

Automatic feature learning model combining functional connectivity network and graph regularization for depression detection. - Lijun Yang; Xiaoge Wei; Fengrui Liu; Xiangru Zhu; Feng Zhou 018 (Biomed. Signal Process. Control., 2023)

A gated temporal-separable attention network for EEG-based depression recognition. - Lijun Yang; Yixin Wang; Xiangru Zhu; Xiaohui Yang; Chen Zheng (Comput. Biol. Medicine, 2023)

M2ConceptBase: A Fine-Grained Aligned Concept-Centric Multimodal Knowledge Base. - Zhiwei Zha; Jiaan Wang; Zhixu Li; Xiangru Zhu; Wei Song 008; Yanghua Xiao (CIKM, 2024)

Flickr30K-CFQ: A Compact and Fragmented Query Dataset for Text-image Retrieval. - Haoyu Liu; Yaoxian Song; Xuwu Wang; Xiangru Zhu; Zhixu Li; Wei Song 008; Tiefeng Li (DASFAA (3), 2024)

CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models. - Zhiwei Zha; Xiangru Zhu; Yuanyi Xu; Chenghua Huang; Jingping Liu; Zhixu Li; Xuwu Wang; Yanghua Xiao; Bei Yang; Xiaoxiao Xu (EMNLP (Findings), 2024)

Multi-Modal Knowledge Graph Construction and Application: A Survey. - Xiangru Zhu; Zhixu Li; Xiaodan Wang; Xueyao Jiang; Penglei Sun; Xuwu Wang; Yanghua Xiao; Nicholas Jing Yuan (IEEE Trans. Knowl. Data Eng., 2024)

Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective. - Xiangru Zhu; Penglei Sun; Yaoxian Song; Yanghua Xiao; Zhixu Li; Chengyu Wang 001; Jun Huang 007; Bei Yang; Xiaoxiao Xu (ICLR, 2025)

City-VLM: Towards Multidomain Perception Scene Understanding via Multimodal Incomplete Learning. - Penglei Sun; Yaoxian Song; Xiangru Zhu; Xiang Liu 001; Qiang Wang 022; Yue Liu; Changqun Xia; Tiefeng Li; Yang Yang 001; Xiaowen Chu 001 (CoRR, 2025)