Leigang Qu

According to our database, Leigang Qu authored at least 29 papers between 2020 and 2026.

Collaborative distances:

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

2026

OSGNet with MLLM Reranking @ Ego4D Episodic Memory Challenge 2026.

Yisen Feng, Leigang Qu, Haoyu Zhang, Qiaohui Chu, Meng Liu, Xuemeng Song, Weili Guan, Liqiang Nie

CoRR, May, 2026

AI for Auto-Research: Roadmap & User Guide.

Lingdong Kong, Xian Sun, Wei Chow, Linfeng Li, Kevin Qinghong Lin, Xuan Billy Zhang, Song Wang, Rong Li, Qing Wu, Wei Gao, Yingshuo Wang, Shaoyuan Xie, Jiachen Liu, Leigang Qu, Shijie Li, Lai Xing Ng, Benoit R. Cottereau, Ziwei Liu, Tat-Seng Chua, Wei Tsang Ooi

CoRR, May, 2026

WISER: Wider Search, Deeper Thinking, and Adaptive Fusion for Training-Free Zero-Shot Composed Image Retrieval.

Tianyue Wang, Leigang Qu, Tianyu Yang, Xiangzhao Hao, Yifan Xu, Haiyun Guo, Jinqiao Wang

CoRR, February, 2026

AUHead: Realistic Emotional Talking Head Generation via Action Units Control.

Jiayi Lyu, Leigang Qu, Wenjing Zhang, Hanyu Jiang, Kai Liu, Zhenglin Zhou, Xiaobo Xia, Jian Xue, Tat-Seng Chua

CoRR, February, 2026

GenArena: How Can We Achieve Human-Aligned Evaluation for Visual Generation Tasks?

Ruihang Li, Leigang Qu, Jingxu Zhang, Dongnan Gui, Mengde Xu, Xiaosong Zhang, Han Hu, Wenjie Wang, Jiaqi Wang

CoRR, February, 2026

ReCALL: Recalibrating Capability Degradation for MLLM-based Composed Image Retrieval.

Tianyu Yang, ChenWei He, Xiangzhao Hao, Tianyue Wang, Jiarui Guo, Haiyun Guo, Leigang Qu, Jinqiao Wang, Tat-Seng Chua

CoRR, February, 2026

2025

TTOM: Test-Time Optimization and Memorization for Compositional Video Generation.

Leigang Qu, Ziyang Wang, Na Zheng, Wenjie Wang, Liqiang Nie, Tat-Seng Chua

CoRR, October, 2025

VINCIE: Unlocking In-context Image Editing from Video.

Leigang Qu, Feng Cheng, Ziyan Yang, Qi Zhao, Shanchuan Lin, Yichun Shi, Yicong Li, Wenjie Wang, Tat-Seng Chua, Lu Jiang

CoRR, June, 2025

Automatic Pruning via Structured Lasso with Class-wise Information.

Xiang Liu, Mingchen Li, Xia Li, Leigang Qu, Zifan Peng, Yijun Song, Zemin Liu, Linshan Jiang, Jialin Li

CoRR, February, 2025

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

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 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

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Visual Content Generation in the Era of Large Foundation Models.

Leigang Qu, Fei Shen, Zhenglin Zhou, Jiayi Lyu, Wenjie Wang, Lu Jiang

Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models.

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

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