Jinlong Li (李金龙)

PhD Student
Multimedia and Human Understanding Group, MHUG


Email: jinlong.szu@gmail.com; jinlong.li@unitn.it

Orthogonal Projection Subspace to Aggregate Online Prior-knowledge for Continual Test-time Adaptation

Jinlong Li, Dong Zhao, Qi Zang, Zequn Jie, Lin Ma, Nicu Sebe.
[Arxiv]

Feature Compression for Vision-Language Models: Query-Driven Encoding in Bandwidth-Constrained Environments

Pingping Zhang, Jinlong Li, Kecheng Chen, Meng Wang, Yuzhi Zhao, Haoliang Li, Sam Kwong, Shiqi Wang.
[Arxiv]

Self-Training for 3D Weakly Supervised Sematic Segmentation via Label Refinement

Xiaoxu Xu, Xuexun Liu, Jinlong Li, yitian yuan, Qiudan Zhang, Lin Ma, Nicu Sebe, Xu Wang
[Arxiv]

When Video Coding Meets Multimodal Large Language Models: A Unified Paradigm for Video Coding

Pingping Zhang, Jinlong Li, Meng Wang, Nicu Sebe, Sam Kwong, Shiqi Wang.
[Arxiv]

Enhancing Robustness of Vision-Language Models through Orthogonality Learning and self-Regularization

Jinlong Li, Zequn Jie, Elisa Ricci, Lin Ma, Nicu Sebe.
[Arxiv]

Cross-Modal and Uncertainty-Aware Agglomeration for Open-Vocabulary 3D Scene Understanding

Jinlong Li, Cristiano Saltori, Fabio Poiesi, Nicu Sebe.
Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
[Project] [ArXiv Link] [Code]

FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation

Dong Zhao, Jinlong Li, Shuang Wang, Mengyao Wu, Qi Zang, Nicu Sebe, Zhun Zhong.
Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
[ArXiv Link] [Code]

LESS: Label-Efficient and Single-Stage Referring 3D Instance Segmentation

Xuexun Liu*, Xu Xiaoxu*, Jinlong Li*, Qiudan Zhang, Xu Wang, Lin Ma, Nicu Sebe.
Neural Information Processing Systems (NeurIPS), 2024.
[ArXiv Link] [Code]

Generalized Source-free Domain-adaptive Segmentation via Reliable Knowledge Propagation

Qi Zang, Shuang Wang, Dong Zhao, Yang HU, Dou Quan, Jinlong Li, Nicu Sebe, Zhun Zhong.
ACM Multimedia (ACM MM), 2024.
[Paper Link]

3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance

Xiaoxu Xu, Yitian Yuan, Jinlong Li, Qiudan Zhang, Zequn Jie, Lin Ma, Hao Tang, Nicu Sebe, Xu Wang.
European Conference on Computer Vision (ECCV), 2024.
[ArXiv Link] [Code]

Weakly Supervised Semantic Segmentation via Self-Supervised Destruction Learning

Jinlong Li, Zequn Jie, Xu Wang, Yu Zhou, Lin Ma, Jianming Jiang.
Neurocomputing (NEUCOM), 2023.

Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation

Jinlong Li, Zequn Jie, Xu Wang, Xiaolin Wei, Lin Ma.
Neural Information Processing Systems (NeurIPS), Spotlight (1.7%) 2022.
[ArXiv Link] [Code]

Weakly Supervised Semantic Segmentation via Progressive Patch Learning

Jinlong Li, Zequn Jie, Xu Wang, Yu Zhou, Xiaolin Wei, Lin Ma.
IEEE Transactions on Multimedia (TMM), 2022.
[ArXiv Link] [IEEE Trans Link] [Code]