Leigang Qu

According to our database, Leigang Qu authored at least 17 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation.

Leigang Qu, Haochuan Li, Wenjie Wang, Xiang Liu, Juncheng Li, Liqiang Nie, Tat-Seng Chua

CoRR, 2024

Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation.

Yongqi Li, Hongru Cai, Wenjie Wang, Leigang Qu, Yinwei Wei, Wenjie Li, Liqiang Nie, Tat-Seng Chua

CoRR, 2024

Unified Text-to-Image Generation and Retrieval.

Leigang Qu, Haochuan Li, Tan Wang, Wenjie Wang, Yongqi Li, Liqiang Nie, Tat-Seng Chua

CoRR, 2024

NExT-GPT: Any-to-Any Multimodal LLM.

Shengqiong Wu, Hao Fei, Leigang Qu, Wei Ji, Tat-Seng Chua

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization.

Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Discriminative Probing and Tuning for Text-to-Image Generation.

Leigang Qu, Wenjie Wang, Yongqi Li, Hanwang Zhang, Liqiang Nie, Tat-Seng Chua

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives.

Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond.

Yongqi Li, Wenjie Wang, Leigang Qu, Liqiang Nie, Wenjie Li, Tat-Seng Chua

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Self-Supervised Correlation Learning for Cross-Modal Retrieval.

Yaxin Liu, Jianlong Wu, Leigang Qu, Tian Gan, Jianhua Yin, Liqiang Nie

IEEE Trans. Multim., 2023

Learnable Pillar-based Re-ranking for Image-Text Retrieval.

Leigang Qu, Meng Liu, Wenjie Wang, Zhedong Zheng, Liqiang Nie, Tat-Seng Chua

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation.

Leigang Qu, Shengqiong Wu, Hao Fei, Liqiang Nie, Tat-Seng Chua

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Popularity-aware Distributionally Robust Optimization for Recommendation System.

Jujia Zhao, Wenjie Wang, Xinyu Lin, Leigang Qu, Jizhi Zhang, Tat-Seng Chua

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Search-oriented Micro-video Captioning.

Liqiang Nie, Leigang Qu, Dai Meng, Min Zhang, Qi Tian, Alberto Del Bimbo

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

2021

Temporal anomaly detection on IIoT-enabled manufacturing.

Peng Zhan, Shaokun Wang, Jun Wang, Leigang Qu, Kun Wang, Yupeng Hu, Xueqing Li

J. Intell. Manuf., 2021

Dynamic Modality Interaction Modeling for Image-Text Retrieval.

Leigang Qu, Meng Liu, Jianlong Wu, Zan Gao, Liqiang Nie

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

2020

Iterative Local-Global Collaboration Learning Towards One-Shot Video Person Re-Identification.

Meng Liu, Leigang Qu, Liqiang Nie, Maofu Liu, Lingyu Duan, Baoquan Chen

IEEE Trans. Image Process., 2020

Context-Aware Multi-View Summarization Network for Image-Text Matching.

Leigang Qu, Meng Liu, Da Cao, Liqiang Nie, Qi Tian

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020