Context-Aware Multi-View Summarization Network for Image-Text Matching. - Leigang Qu; Meng Liu 006; Da Cao; Liqiang Nie; Qi Tian 001 (ACM Multimedia, 2020)

Iterative Local-Global Collaboration Learning Towards One-Shot Video Person Re-Identification. - Meng Liu 006; Leigang Qu; Liqiang Nie; Maofu Liu; Lingyu Duan; Baoquan Chen (IEEE Trans. Image Process., 2020)

Dynamic Modality Interaction Modeling for Image-Text Retrieval. - Leigang Qu; Meng Liu 006; Jianlong Wu; Zan Gao; Liqiang Nie (SIGIR, 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)

Search-oriented Micro-video Captioning. - Liqiang Nie; Leigang Qu; Dai Meng; Min Zhang 005; Qi Tian 001; Alberto Del Bimbo (ACM Multimedia, 2022)

Popularity-aware Distributionally Robust Optimization for Recommendation System. - Jujia Zhao; Wenjie Wang 007; Xinyu Lin 001; Leigang Qu; Jizhi Zhang; Tat-Seng Chua (CIKM, 2023)

LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation. - Leigang Qu; Shengqiong Wu; Hao Fei 001; Liqiang Nie; Tat-Seng Chua (ACM Multimedia, 2023)

Learnable Pillar-based Re-ranking for Image-Text Retrieval. - Leigang Qu; Meng Liu 006; Wenjie Wang 007; Zhedong Zheng; Liqiang Nie; Tat-Seng Chua (SIGIR, 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)

Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond. - Yongqi Li 001; Wenjie Wang 007; Leigang Qu; Liqiang Nie; Wenjie Li 002; Tat-Seng Chua (ACL (1), 2024)

Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives. - Thong Nguyen 003; Yi Bin; Junbin Xiao; Leigang Qu; Yicong Li 004; Jay Zhangjie Wu; Cong-Duy Nguyen; See-Kiong Ng; Anh Tuan Luu (ACL (Findings), 2024)

Discriminative Probing and Tuning for Text-to-Image Generation. - Leigang Qu; Wenjie Wang 007; Yongqi Li 001; Hanwang Zhang; Liqiang Nie; Tat-Seng Chua (CVPR, 2024)

Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization. - Yiyang Chen; Zhedong Zheng; Wei Ji 008; Leigang Qu; Tat-Seng Chua (ICLR, 2024)

NExT-GPT: Any-to-Any Multimodal LLM. - Shengqiong Wu; Hao Fei 001; Leigang Qu; Wei Ji 008; Tat-Seng Chua (ICML, 2024)

Unified Text-to-Image Generation and Retrieval. - Leigang Qu; Haochuan Li; Tan Wang; Wenjie Wang 007; Yongqi Li 001; Liqiang Nie; Tat-Seng Chua (CoRR, 2024)

SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation. - Leigang Qu; Haochuan Li; Wenjie Wang 007; Xiang Liu 017; Juncheng Li 006; Liqiang Nie; Tat-Seng Chua (CVPR, 2025)

TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models. - Leigang Qu; Haochuan Li; Tan Wang; Wenjie Wang 007; Yongqi Li 001; Liqiang Nie; Tat-Seng Chua (ICLR, 2025)

Visual Content Generation in the Era of Large Foundation Models. - Leigang Qu; Fei Shen; Zhenglin Zhou; Jiayi Lyu; Wenjie Wang 007; Lu Jiang 004 (ICMR, 2025)

Revolutionizing Text-to-Image Retrieval as Autoregressive Token-to-Voken Generation. - Yongqi Li 001; Hongru Cai; Wenjie Wang 007; Leigang Qu; Yinwei Wei; Wenjie Li 002; Liqiang Nie; Tat-Seng Chua (SIGIR, 2025)

Generative Ghost: Investigating Ranking Bias Hidden in AI-Generated Videos. - Haowen Gao; Liang Pang; Shicheng Xu; Leigang Qu; Tat-Seng Chua; Huawei Shen; Xueqi Cheng (CoRR, 2025)

Automatic Pruning via Structured Lasso with Class-wise Information. - Xiang Liu 017; Mingchen Li; Xia Li 005; Leigang Qu; Zifan Peng; Yijun Song; Zemin Liu; Linshan Jiang; Jialin Li 001 (CoRR, 2025)

VINCIE: Unlocking In-context Image Editing from Video. - Leigang Qu; Feng Cheng; Ziyan Yang; Qi Zhao; Shanchuan Lin; Yichun Shi; Yicong Li 004; Wenjie Wang; Tat-Seng Chua; Lu Jiang (CoRR, 2025)