Mengze Li

According to our database, Mengze Li authored at least 22 papers between 2020 and 2025.

Collaborative distances:

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

2025

Backpropagation-Free Multi-modal On-Device Model Adaptation via Cloud-Device Collaboration.

Wei Ji, Li Li, Zheqi Lv, Wenqiao Zhang, Mengze Li, Zhen Wan, Wenqiang Lei, Roger Zimmermann

ACM Trans. Multim. Comput. Commun. Appl., February, 2025

2024

Transferring Causal Mechanism over Meta-representations for Target-Unknown Cross-domain Recommendation.

Shengyu Zhang, Qiaowei Miao, Ping Nie, Mengze Li, Zhengyu Chen, Fuli Feng, Kun Kuang, Fei Wu

ACM Trans. Inf. Syst., July, 2024

Backpropogation-Free Multi-modal On-Device Model Adaptation via Cloud-Device Collaboration.

Wei Ji, Li Li, Zheqi Lv, Wenqiao Zhang, Mengze Li, Zhen Wan, Wenqiang Lei, Roger Zimmermann

CoRR, 2024

Enabling Collaborative Clinical Diagnosis of Infectious Keratitis by Integrating Expert Knowledge and Interpretable Data-driven Intelligence.

Zhengqing Fang, Shuowen Zhou, Zhouhang Yuan, Yuxuan Si, Mengze Li, Jinxu Li, Yesheng Xu, Wenjia Xie, Kun Kuang, Yingming Li, Fei Wu, Yu-Feng Yao

CoRR, 2024

Hierarchical Debiasing and Noisy Correction for Cross-domain Video Tube Retrieval.

Jingqiao Xiu, Mengze Li, Wei Ji, Jingyuan Chen, Hanbin Zhao, Shin'ichi Satoh, Roger Zimmermann

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Semantic Alignment for Multimodal Large Language Models.

Tao Wu, Mengze Li, Jingyuan Chen, Wei Ji, Wang Lin, Jinyang Gao, Kun Kuang, Zhou Zhao, Fei Wu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Cross-modal Observation Hypothesis Inference.

Mengze Li, Kairong Han, Jiahe Xu, Yueying Li, Tao Wu, Zhou Zhao, Jiaxu Miao, Shengyu Zhang, Jingyuan Chen

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Panoptic Scene Graph Generation with Semantics-Prototype Learning.

Li Li, Wei Ji, Yiming Wu, Mengze Li, You Qin, Lina Wei, Roger Zimmermann

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Revisiting the Domain Shift and Sample Uncertainty in Multi-source Active Domain Transfer.

Wenqiao Zhang, Zheqi Lv, Hao Zhou, Jia-Wei Liu, Juncheng Li, Mengze Li, Siliang Tang, Yueting Zhuang

CoRR, 2023

IDEAL: Toward High-efficiency Device-Cloud Collaborative and Dynamic Recommendation System.

Zheqi Lv, Zhengyu Chen, Shengyu Zhang, Kun Kuang, Wenqiao Zhang, Mengze Li, Beng Chin Ooi, Fei Wu

CoRR, 2023

Unsupervised Domain Adaptation for Video Object Grounding with Cascaded Debiasing Learning.

Mengze Li, Haoyu Zhang, Juncheng Li, Zhou Zhao, Wenqiao Zhang, Shengyu Zhang, Shiliang Pu, Yueting Zhuang, Fei Wu

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

Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models.

Juncheng Li, Minghe Gao, Longhui Wei, Siliang Tang, Wenqiao Zhang, Mengze Li, Wei Ji, Qi Tian, Tat-Seng Chua, Yueting Zhuang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

ART: rule bAsed futuRe-inference deducTion.

Mengze Li, Tianqi Zhao, Jionghao Bai, Baoyi He, Jiaxu Miao, Wei Ji, Zheqi Lv, Zhou Zhao, Shengyu Zhang, Wenqiao Zhang, Fei Wu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

WINNER: Weakly-supervised hIerarchical decompositioN and aligNment for spatio-tEmporal video gRounding.

Mengze Li, Han Wang, Wenqiao Zhang, Jiaxu Miao, Zhou Zhao, Shengyu Zhang, Wei Ji, Fei Wu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Are Binary Annotations Sufficient? Video Moment Retrieval via Hierarchical Uncertainty-based Active Learning.

Wei Ji, Renjie Liang, Zhedong Zheng, Wenqiao Zhang, Shengyu Zhang, Juncheng Li, Mengze Li, Tat-Seng Chua

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Multi-modal Action Chain Abductive Reasoning.

Mengze Li, Tianbao Wang, Jiahe Xu, Kairong Han, Shengyu Zhang, Zhou Zhao, Jiaxu Miao, Wenqiao Zhang, Shiliang Pu, Fei Wu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval.

Wenqiao Zhang, Jiannan Guo, Mengze Li, Haochen Shi, Shengyu Zhang, Juncheng Li, Siliang Tang, Yueting Zhuang

CoRR, 2022

Attribute-aware interpretation learning for thyroid ultrasound diagnosis.

Ming Kong, Qing Guo, Shuowen Zhou, Mengze Li, Kun Kuang, Zhengxing Huang, Fei Wu, Xiaohong Chen, Qiang Zhu

Artif. Intell. Medicine, 2022

HERO: HiErarchical spatio-tempoRal reasOning with Contrastive Action Correspondence for End-to-End Video Object Grounding.

Mengze Li, Tianbao Wang, Haoyu Zhang, Shengyu Zhang, Zhou Zhao, Wenqiao Zhang, Jiaxu Miao, Shiliang Pu, Fei Wu

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

End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding.

Mengze Li, Tianbao Wang, Haoyu Zhang, Shengyu Zhang, Zhou Zhao, Jiaxu Miao, Wenqiao Zhang, Wenming Tan, Jin Wang, Peng Wang, Shiliang Pu, Fei Wu

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

A network-based four-phase routing approach of multisource design change propagation on complex products.

Na Zhang, Mengze Li, Haibing Ren, Yupeng Li

Kybernetes, 2021

2020

IB-M: A Flexible Framework to Align an Interpretable Model and a Black-box Model.

Mengze Li, Kun Kuang, Qiang Zhu, Xiaohong Chen, Qing Guo, Fei Wu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020