Jinpeng Li

According to our database, Jinpeng Li authored at least 43 papers between 2020 and 2026.

Collaborative distances:

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

2026

Adapting 2D Multi-Modal Large Language Model for 3D CT Image Analysis.

Yang Yu, Dunyuan Xu, Yaoqian Li, Xiaomeng Li, Jinpeng Li, Pheng-Ann Heng

CoRR, April, 2026

Med-Evo: Test-time Self-evolution for Medical Multimodal Large Language Models.

Dunyuan Xu, Xikai Yang, Juzheng Miao, Yaoqian Li, Jinpeng Li, Pheng-Ann Heng

CoRR, March, 2026

SurgPub-Video: A Comprehensive Surgical Video Framework for Enhanced Surgical Intelligence in Vision-Language Model.

Yaoqian Li, Xikai Yang, Dunyuan Xu, Yang Yu, Litao Zhao, Xiaowei Hu, Jinpeng Li, Pheng-Ann Heng

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

PAL: Boosting Skin Lesion Segmentation via Probabilistic Attribute Learning.

Yuchen Yuan, Xi Wang, Jinpeng Li, Guangyong Chen, Pheng-Ann Heng

IEEE Trans. Medical Imaging, December, 2025

Perceive and Calibrate: Analyzing and Enhancing Robustness of Medical Multi-Modal Large Language Models.

Dunyuan Xu, Xikai Yang, Yaoqian Li, Juzheng Miao, Jinpeng Li, Pheng-Ann Heng

CoRR, December, 2025

Boosting In-Silicon Directed Evolution with Fine-Tuned Protein Language Model and Tree Search.

Yaodong Yang, Yang Wang, Jinpeng Li, Pei Guo, Da Han, Guangyong Chen, Pheng-Ann Heng

CoRR, November, 2025

MEJO: MLLM-Engaged Surgical Triplet Recognition via Inter- and Intra-Task Joint Optimization.

Yiyi Zhang, Yuchen Yuan, Ying Zheng, Jialun Pei, Jinpeng Li, Zheng Li, Pheng-Ann Heng

CoRR, September, 2025

Fast, Slow, and Tool-augmented Thinking for LLMs: A Review.

Xinda Jia, Jinpeng Li, Zezhong Wang, Jingjing Li, Xingshan Zeng, Yasheng Wang, Weinan Zhang, Yong Yu, Weiwen Liu

CoRR, August, 2025

From Learning to Unlearning: Biomedical Security Protection in Multimodal Large Language Models.

Dunyuan Xu, Xikai Yang, Yaoqian Li, Jinpeng Li, Pheng-Ann Heng

CoRR, August, 2025

Pangu Embedded: An Efficient Dual-system LLM Reasoner with Metacognition.

Hanting Chen, Yasheng Wang, Kai Han, Dong Li, Lin Li, Zhenni Bi, Jinpeng Li, Haoyu Wang, Fei Mi, Mingjian Zhu, Bin Wang, Kaikai Song, Yifei Fu, Xu He, Yu Luo, Chong Zhu, Quan He, Xueyu Wu, Wei He, Hailin Hu, Yehui Tang, Dacheng Tao, Xinghao Chen, Yunhe Wang

CoRR, May, 2025

Pangu Pro MoE: Mixture of Grouped Experts for Efficient Sparsity.

Yehui Tang, Xiaosong Li, Fangcheng Liu, Wei Guo, Hang Zhou, Yaoyuan Wang, Kai Han, Xianzhi Yu, Jinpeng Li, Hui Zang, Fei Mi, Xiaojun Meng, Zhicheng Liu, Hanting Chen, Binfan Zheng, Can Chen, Youliang Yan, Ruiming Tang, Peifeng Qin, Xinghao Chen, Dacheng Tao, Yunhe Wang

CoRR, May, 2025

Pangu Light: Weight Re-Initialization for Pruning and Accelerating LLMs.

Hanting Chen, Jiarui Qin, Jialong Guo, Tao Yuan, Yichun Yin, Huiling Zhen, Yasheng Wang, Jinpeng Li, Xiaojun Meng, Meng Zhang, Rongju Ruan, Zheyuan Bai, Yehui Tang, Can Chen, Xinghao Chen, Fisher Yu, Ruiming Tang, Yunhe Wang

CoRR, May, 2025

Pangu Ultra MoE: How to Train Your Big MoE on Ascend NPUs.

Yehui Tang, Yichun Yin, Yaoyuan Wang, Hang Zhou, Yu Pan, Wei Guo, Zhiguo Zhang, Miao Rang, Fangcheng Liu, Naifu Zhang, Binghan Li, Yonghan Dong, Xiaojun Meng, Yasheng Wang, Dong Li, Yin Li, Dandan Tu, Can Chen, Youliang Yan, Fisher Yu, Ruiming Tang, Yunhe Wang, Botian Huang, Bo Wang, Boxiao Liu, Changzheng Zhang, Da Kuang, Fei Liu, Gang Huang, Jiansheng Wei, Jiarui Qin, Jie Ran, Jinpeng Li, Jun Zhao, Liang Dai, Lin Li, Liqun Deng, Peifeng Qin, Pengyuan Zeng, Qiang Gu, Shaohua Tang, Shengjun Cheng, Tao Gao, Tao Yu, Tianshu Li, Tianyu Bi, Wei He, Weikai Mao, Wenyong Huang, Wulong Liu, Xiabing Li, Xianzhi Yu, Xueyu Wu, Xu He, Yangkai Du, Yan Xu, Ye Tian, Yimeng Wu, Yongbing Huang, Yong Tian, Yong Zhu, Yue Li, Yufei Wang, Yuhang Gai, Yujun Li, Yu Luo, Yunsheng Ni, Yusen Sun, Zelin Chen, Zhe Liu, Zhicheng Liu, Zhipeng Tu, Zilin Ding, Zongyuan Zhan

CoRR, May, 2025

Gated-GPS: enhancing protein-protein interaction site prediction with scalable learning and imbalance-aware optimization.

Xin Gao, Hanqun Cao, Jinpeng Li, Jiezhong Qiu, Guangyong Chen, Pheng-Ann Heng

Briefings Bioinform., May, 2025

Multi-Scale Spatio-Temporal Transformer-Based Imbalanced Longitudinal Learning for Glaucoma Forecasting From Irregular Time Series Images.

Xikai Yang, Jian Wu, Xi Wang, Yuchen Yuan, Jinpeng Li, Guangyong Chen, Ning Li Wang, Pheng-Ann Heng

IEEE J. Biomed. Health Informatics, April, 2025

Pangu Ultra: Pushing the Limits of Dense Large Language Models on Ascend NPUs.

Yichun Yin, Wenyong Huang, Kaikai Song, Yehui Tang, Xueyu Wu, Wei Guo, Peng Guo, Yaoyuan Wang, Xiaojun Meng, Yasheng Wang, Dong Li, Can Chen, Dandan Tu, Yin Li, Fisher Yu, Ruiming Tang, Yunhe Wang, Baojun Wang, Bin Wang, Bo Wang, Boxiao Liu, Changzheng Zhang, Duyu Tang, Fei Mi, Hui Jin, Jiansheng Wei, Jiarui Qin, Jinpeng Li, Jun Zhao, Liqun Deng, Lin Li, Minghui Xu, Naifu Zhang, Nianzu Zheng, Qiang Li, Rongju Ruan, Shengjun Cheng, Tianyu Guo, Wei He, Wei Li, Weiwen Liu, Wulong Liu, Xinyi Dai, Yonghan Dong, Yu Pan, Yue Li, Yufei Wang, Yujun Li, Yunsheng Ni, Zhe Liu, Zhenhe Zhang, Zhicheng Liu

CoRR, April, 2025

MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models.

Qiao Yan, Yuchen Yuan, Xiaowei Hu, Yihan Wang, Jiaqi Xu, Jinpeng Li, Chi-Wing Fu, Pheng-Ann Heng

CoRR, February, 2025

Medical Large Vision Language Models with Multi-image Visual Ability.

Xikai Yang, Juzheng Miao, Yuchen Yuan, Jiaze Wang, Qi Dou, Jinpeng Li, Pheng-Ann Heng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Sequence-Independent Continual Test-Time Adaptation with Mixture of Incremental Experts for Cross-Domain Segmentation.

Dunyuan Xu, Yuchen Yuan, Donghao Zhou, Xikai Yang, Jingyang Zhang, Jinpeng Li, Pheng-Ann Heng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Video Grounded Conversation Generation for Reference Surgical Instrument Segmentation.

Yihan Wang, Qiao Yan, Lihao Liu, Yuchen Yuan, Xiaowei Hu, Jinpeng Li, Pheng-Ann Heng

Proceedings of the Collaborative Intelligence and Autonomy in Image-Guided Surgery, 2025

2024

3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentation.

Shizhan Gong, Yuan Zhong, Wenao Ma, Jinpeng Li, Zhao Wang, Jingyang Zhang, Pheng-Ann Heng, Qi Dou

Medical Image Anal., 2024

SFANet: Spatial-Frequency Attention Network for Weather Forecasting.

Jiaze Wang, Hao Chen, Hongcan Xu, Jinpeng Li, Bowen Wang, Kun Shao, Furui Liu, Huaxi Chen, Guangyong Chen, Pheng-Ann Heng

CoRR, 2024

Distribution-Aware Calibration for Object Detection with Noisy Bounding Boxes.

Donghao Zhou, Jialin Li, Jinpeng Li, Jiancheng Huang, Qiang Nie, Yong Liu, Bin-Bin Gao, Qiong Wang, Pheng-Ann Heng, Guangyong Chen

Proceedings of the 35th British Machine Vision Conference, 2024

SignVTCL: Multi-Modal Continuous Sign Language Recognition Enhanced by Visual-Textual Contrastive Learning.

Hao Chen, Jiaze Wang, Ziyu Guo, Jinpeng Li, Donghao Zhou, Bian Wu, Chenyong Guan, Guangyong Chen, Pheng-Ann Heng

Proceedings of the 35th British Machine Vision Conference, 2024

PointPatchMix: Point Cloud Mixing with Patch Scoring.

Yi Wang, Jiaze Wang, Jinpeng Li, Zixu Zhao, Guangyong Chen, Anfeng Liu, Pheng-Ann Heng

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

2023

Efficient Person Search: An Anchor-Free Approach.

Yichao Yan, Jinpeng Li, Jie Qin, Peng Zheng, Shengcai Liao, Xiaokang Yang

Int. J. Comput. Vis., July, 2023

3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation.

Shizhan Gong, Yuan Zhong, Wenao Ma, Jinpeng Li, Zhao Wang, Jingyang Zhang, Pheng-Ann Heng, Qi Dou

CoRR, 2023

Learning Robust Classifier for Imbalanced Medical Image Dataset with Noisy Labels by Minimizing Invariant Risk.

Jinpeng Li, Hanqun Cao, Jiaze Wang, Furui Liu, Qi Dou, Guangyong Chen, Pheng-Ann Heng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Fast Non-Markovian Diffusion Model for Weakly Supervised Anomaly Detection in Brain MR Images.

Jinpeng Li, Hanqun Cao, Jiaze Wang, Furui Liu, Qi Dou, Guangyong Chen, Pheng-Ann Heng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Urban scene based Semantical Modulation for Pedestrian Detection.

Hangzhi Jiang, Shengcai Liao, Jinpeng Li, Véronique Prinet, Shiming Xiang

Neurocomputing, 2022

Pedestrian Detection: Domain Generalization, CNNs, Transformers and Beyond.

Irtiza Hasan, Shengcai Liao, Jinpeng Li, Saad Ullah Akram, Ling Shao

CoRR, 2022

Flat-Aware Cross-Stage Distilled Framework for Imbalanced Medical Image Classification.

Jinpeng Li, Guangyong Chen, Hangyu Mao, Danruo Deng, Dong Li, Jianye Hao, Qi Dou, Pheng-Ann Heng

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection.

Jinpeng Li, Haibo Jin, Shengcai Liao, Ling Shao, Pheng-Ann Heng

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Exploring Visual Context for Weakly Supervised Person Search.

Yichao Yan, Jinpeng Li, Shengcai Liao, Jie Qin, Bingbing Ni, Ke Lu, Xiaokang Yang

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Efficient Person Search: An Anchor-Free Approach.

Yichao Yan, Jinpeng Li, Jie Qin, Shengcai Liao, Xiaokang Yang

CoRR, 2021

Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers.

Bo Dong, Wenhai Wang, Deng-Ping Fan, Jinpeng Li, Huazhu Fu, Ling Shao

CoRR, 2021

Local-to-Global Self-Attention in Vision Transformers.

Jinpeng Li, Yichao Yan, Shengcai Liao, Xiaokang Yang, Ling Shao

CoRR, 2021

Exploring Visual Context for Weakly Supervised Person Search.

Yichao Yan, Jinpeng Li, Shengcai Liao, Jie Qin, Bingbing Ni, Xiaokang Yang, Ling Shao

CoRR, 2021

When Liebig's Barrel Meets Facial Landmark Detection: A Practical Model.

Haibo Jin, Jinpeng Li, Shengcai Liao, Ling Shao

CoRR, 2021

Anchor-Free Person Search.

Yichao Yan, Jinpeng Li, Jie Qin, Song Bai, Shengcai Liao, Li Liu, Fan Zhu, Ling Shao

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Generalizable Pedestrian Detection: The Elephant in the Room.

Irtiza Hasan, Shengcai Liao, Jinpeng Li, Saad Ullah Akram, Ling Shao

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Pedestrian Detection: The Elephant In The Room.

Irtiza Hasan, Shengcai Liao, Jinpeng Li, Saad Ullah Akram, Ling Shao

CoRR, 2020

Box Guided Convolution for Pedestrian Detection.

Jinpeng Li, Shengcai Liao, Hangzhi Jiang, Ling Shao

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020