Yi Li

PhD student, Hong Kong University of Science and Technology

Joined

September 2020

Names

Yi Li (Preferred)

Emails

****@163.com (Confirmed)

****@sensetime.com (Confirmed)

****@gmail.com (Confirmed)

****@connect.ust.hk (Confirmed)

****@ust.hk (Confirmed)

Personal Links

Homepage

Google Scholar

Semantic Scholar

Career & Education History

PhD student

Hong Kong University of Science and Technology (ust.hk)

2022 – Present

Researcher

sensetime (sensetime.com)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Xiaomeng Li

2022 – Present

Expertise

Multimodal Large Language Model

2023 – Present

Contrastive Language-Image Pretraining

2022 – 2023

Medical Image

2022 – 2023

Weakly-supervised Semantic Segmentation

2020 – 2022

Representation Learning

2019 – 2020

Publications

Token Activation Map to Visually Explain Multimodal LLMs
Yi Li
- ICCV, 2025
- Readers: Everyone
Few-Shot Lymph Node Metastasis Classification Meets High Performance on Whole Slide Images via the Informative Non-Parametric Classifier
Yi Li, Qixiang ZHANG, Tianqi Xiang, Yiqun Lin, Qingling Zhang, Xiaomeng Li
- MICCAI (International Conference on Medical Image Computing and Computer-Assisted Intervention)
- Readers: Everyone
Data-driven neuron allocation for scale aggregation networks
Yi Li, Zhanghui Kuang, Yimin Chen, Wayne Zhang
- CVPR
- Readers: Everyone
Uncertainty estimation via response scaling for pseudo-mask noise mitigation in weakly-supervised semantic segmentation
Yi Li, Yiqun Duan, Zhanghui Kuang, Yimin Chen, Wayne Zhang, Xiaomeng Li
- AAAI
- Readers: Everyone
GlandSAM: Injecting Morphology Knowledge into Segment Anything Model for Label-free Gland Segmentation
Qixiang ZHANG, Yi Li, Haonan Wang, Xiaomeng Li
- IEEE TMI
- Readers: Everyone
Pseudo-mask matters in weakly-supervised semantic segmentation
Yi Li, Zhanghui Kuang, Liyang Liu, Yimin Chen, Wayne Zhang
- ICCV
- Readers: Everyone
A closer look at the explainability of contrastive language-image pre-training
Yi Li, Hualiang Wang, Yiqun Duan, Jiheng Zhang, Xiaomeng Li
- Pattern Recognition
- Readers: Everyone
Morphology-inspired unsupervised gland segmentation via selective semantic grouping
Qixiang ZHANG, Yi Li, Xue cheng, Xiaomeng Li
- International Conference on Medical Image Computing and Computer-Assisted Intervention
- Readers: Everyone
Allspark: Reborn labeled features from unlabeled in transformer for semi-supervised semantic segmentation
Haonan Wang, Qixiang ZHANG, Yi Li, Xiaomeng Li
- CVPR 2024
- Readers: Everyone
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation
Yi Li, Huifeng Yao, Hualiang Wang, Xiaomeng Li
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone

View all 12 publications