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Mengyao Lyu

I am currently a Ph.D. candidate at Tsinghua University, advised by Prof. Guiguang Ding. Prior to that, I was fortunate to work with Prof. Xiangzhi Bai and Prof. Hu Han. My research focuses on enhancing data efficiency and improving data explainability for computer vision algorithms.

  • GitHub
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  • Got suspended the very first time I tried to promote my work. Thank you, Elon Musk.

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Latest Publications 🙋🏻


mmSSR: Harvesting Rich, Scalable and Transferable Multi-Modal Data for Instruction Fine-Tuning
Mengyao Lyu, Yan Li, Huasong Zhong, Wenhao Yang, Hui Chen, Jungong Han, Guiguang Ding, Zhenheng Yang
arxiv 2025

Mitigating Hallucinations in Multi-modal Large Language Models via Image Token Attention-Guided Decoding
Xinhao Xu, Hui Chen, Mengyao Lyu, Sicheng Zhao, Yizhe Xiong, Zijia Lin, Jungong Han, Guiguang Ding
NAACL 2025

Towards Realistic Hierarchical Object Detection: Problem, Benchmark and Solution
Juexiao Feng, Yuhong Yang, Mengyao Lyu, Tianxiang Hao, Yi-Jie Huang, Yanchun Xie, Yaqian Li, Jungong Han, Liuyu Xiang, Guiguang Ding
T-CSVT 2025

Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence
Mengyao Lyu*, Tianxiang Hao*, Xinhao Xu, Hui Chen, Zijia Lin, Jungong Han, Guiguang Ding
ECCV 2024

One-dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications
Mengyao Lyu*, Yuhong Yang*, Haiwen Hong, Hui Chen, Xuan Jin, Yuan He, Hui Xue, Jungong Han, Guiguang Ding
CVPR 2024 (Highlight, 2.8% acceptance rate)

Box-Level Active Detection
Mengyao Lyu, Jundong Zhou, Hui Chen, Yijie Huang, Dongdong Yu, Yaqian Li, Yandong Guo, Yuchen Guo, Liuyu Xiang, Guiguang Ding
CVPR 2023 (Highlight, 2.5% acceptance rate)