Leigang Qu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 21

Top Topics

Robust Optimization

Image Generation

Image Retrieval

Top Venues

Publications

Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization. ICLR (2024)
Leigang Qu, Wenjie Wang, Yongqi Li, Hanwang Zhang, Liqiang Nie, Tat-Seng Chua
Discriminative Probing and Tuning for Text-to-Image Generation. CoRR (2024)
Leigang Qu, Haochuan Li, Tan Wang, Wenjie Wang, Yongqi Li, Liqiang Nie, Tat-Seng Chua
Unified Text-to-Image Generation and Retrieval. CoRR (2024)
Yongqi Li, Wenjie Wang, Leigang Qu, Liqiang Nie, Wenjie Li, Tat-Seng Chua
Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond. ACL (1) (2024)
Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives. ACL (Findings) (2024)
Yongqi Li, Wenjie Wang, Leigang Qu, Liqiang Nie, Wenjie Li, Tat-Seng Chua
Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond. CoRR (2024)
Yongqi Li, Hongru Cai, Wenjie Wang, Leigang Qu, Yinwei Wei, Wenjie Li, Liqiang Nie, Tat-Seng Chua
Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation. CoRR (2024)
Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives. CoRR (2024)
Leigang Qu, Shengqiong Wu, Hao Fei, Liqiang Nie, Tat-Seng Chua
LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation. CoRR (2023)
Yaxin Liu, Jianlong Wu, Leigang Qu, Tian Gan, Jianhua Yin, Liqiang Nie
Self-Supervised Correlation Learning for Cross-Modal Retrieval. IEEE Trans. Multim. 25 (2023)
Leigang Qu, Shengqiong Wu, Hao Fei, Liqiang Nie, Tat-Seng Chua
LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation. ACM Multimedia (2023)
Shengqiong Wu, Hao Fei, Leigang Qu, Wei Ji, Tat-Seng Chua
NExT-GPT: Any-to-Any Multimodal LLM. CoRR (2023)
Leigang Qu, Meng Liu, Wenjie Wang, Zhedong Zheng, Liqiang Nie, Tat-Seng Chua
Learnable Pillar-based Re-ranking for Image-Text Retrieval. CoRR (2023)
Leigang Qu, Meng Liu, Wenjie Wang, Zhedong Zheng, Liqiang Nie, Tat-Seng Chua
Learnable Pillar-based Re-ranking for Image-Text Retrieval. SIGIR (2023)
Jujia Zhao, Wenjie Wang, Xinyu Lin, Leigang Qu, Jizhi Zhang, Tat-Seng Chua
Popularity-aware Distributionally Robust Optimization for Recommendation System. CIKM (2023)
Liqiang Nie, Leigang Qu, Dai Meng, Min Zhang, Qi Tian, Alberto Del Bimbo
Search-oriented Micro-video Captioning. ACM Multimedia (2022)
Yiyang Chen, Zhedong Zheng, Wei Ji, Leigang Qu, Tat-Seng Chua
Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization. CoRR (2022)
Peng Zhan, Shaokun Wang, Jun Wang, Leigang Qu, Kun Wang, Yupeng Hu, Xueqing Li
Temporal anomaly detection on IIoT-enabled manufacturing. J. Intell. Manuf. 32 (6) (2021)
Leigang Qu, Meng Liu, Jianlong Wu, Zan Gao, Liqiang Nie
Dynamic Modality Interaction Modeling for Image-Text Retrieval. SIGIR (2021)
Leigang Qu, Meng Liu, Da Cao, Liqiang Nie, Qi Tian
Context-Aware Multi-View Summarization Network for Image-Text Matching. ACM Multimedia (2020)
Meng Liu, Leigang Qu, Liqiang Nie, Maofu Liu, Lingyu Duan, Baoquan Chen
Iterative Local-Global Collaboration Learning Towards One-Shot Video Person Re-Identification. IEEE Trans. Image Process. 29 (2020)