Pengteng Li

PhD student, HKUST(GZ)

Joined

April 2023

Names

Pengteng Li (Preferred)

Emails

****@email.szu.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@connect.hkust-gz.edu.cn (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

HKUST(GZ) (connect.hkust-gz.edu.cn)

2024 – 2026

MS student

Shenzhen University (szu.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Hui Xiong

2024 – Present

Coauthor

Fei Yu

2021 – 2023

Expertise

Vision Language Action Model

2025 – Present

Event Camera

2024 – Present

Vision Langauge Model

2022 – Present

Object Detection

2021 – 2024

Occupancy Prediction

2023 – 2023

Publications

You only need 4 extra tokens: Synergistic Test-time Adaptation for LLMs
Yijie Xu, Huizai Yao, Zhiyu Guo, Weiyu Guo, Pengteng Li, Aiwei Liu, Xuming Hu, Hui Xiong
- Submitted to ICLR 2026
- Readers: Everyone
Multimodal 3D Genome Pre-training
Minghao Yang, Pengteng Li, Yan Liang, Qianyi Cai, Zhihang Zheng, Shichen Zhang, Pengfei ZHANG, Zhi-An Huang, Hui Xiong
- NeurIPS 2025 poster
- Readers: Everyone
See&Trek: Training-Free Spatial Prompting for Multimodal Large Language Model
Pengteng Li, Pinhao Song, Wuyang Li, Huizai Yao, Weiyu Guo, Yijie Xu, Dugang Liu, Hui Xiong
- NeurIPS 2025 poster
- Readers: Everyone
SEE: See Everything Every Time - Adaptive Brightness Adjustment for Broad Light Range Images via Events
Yunfan Lu, Xiaogang Xu, Hao Lu, Yanlin Qian, Pengteng Li, Huizai Yao, Bin Yang, Junyi Li, Qianyi Cai, Weiyu Guo, Hui Xiong
- CoRR 2025
- Readers: Everyone
EventVL: Understand Event Streams via Multimodal Large Language Model
Pengteng Li, Yunfan Lu, Pinhao Song, Wuyang Li, Huizai Yao, Hui Xiong
- CoRR 2025
- Readers: Everyone
Subgraph Invariant Learning Towards Large-Scale Graph Node Classification
Leilei Wang, Si Shi, Fei Ma, Fei Richard Yu, Pengteng Li, Ying Tiffany He
- AAAI 2025
- Readers: Everyone
Bagging R-CNN: Ensemble for Object Detection in Complex Traffic Scenes
Pengteng Li
- OpenReview Archive Direct Upload
- Readers: Everyone
OTOcc: Optimal Transport for Occupancy Prediction
Pengteng Li
- OpenReview Archive Direct Upload
- Readers: Everyone
IGG: Improved graph generation for domain adaptive object detection
Pengteng Li
- OpenReview Archive Direct Upload
- Readers: Everyone
Boosting R-CNN: Reweighting R-CNN samples by RPN’s error for underwater object detection
Pengteng Li
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 20 publications

Co-Authors

View all 43 co-authors