李建民｜清华大学｜学者主页

2025

Physical Adversarial Examples for Person Detectors in Thermal Images Based on 3D Modeling

Xiaopei Zhu, Siyuan Huang, Zhan Hu, Jianmin Li, Jun Zhu, Xiaolin Hu

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2024

特征增强的Sparse Transformer目标跟踪算法

张丽君，李建民，侯文，王洁

《电光与控制》

2024

SAFDNet: A Simple and Effective Network for Fully Sparse 3D Object Detection

Gang Zhang, Jun-Nan Chen, Guohuan Gao, Jianmin Li, Si Liu, Xiaolin Hu

Computer Vision and Pattern Recognition

DOI

2024

Infrared Adversarial Car Stickers

Xiaopei Zhu, Yuqiu Liu, Zhan Hu, Jianmin Li, Xiaolin Hu

Computer Vision and Pattern Recognition

DOI

2024

Full-Distance Evasion of Pedestrian Detectors in the Physical World

Zhi Cheng, Zhan Hu, Yuqiu Liu, Jianmin Li, Hang Su, Xiaolin Hu

Neural Information Processing Systems

DOI

2024

Learning Natural Consistency Representation for Face Forgery Video Detection

Daichi Zhang, Zihao Xiao, Shikun Li, Fanzhao Lin, Jianmin Li, Shiming Ge

Lecture notes in computer science

DOI

2024

CEDNet: A cascade encoder–decoder network for dense prediction

Gang Zhang, Ziyi Li, Chufeng Tang, Jianmin Li, Xiaolin Hu

Pattern Recognition

DOI

2024

Correcting Pseudo Labels in Semi Supervised Object Detection with SAM

Pengyu Wang, Jianmin Li, Wenbo Ding, Jiachen Zhong, Jianyong Ai

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2024

Cognitive Computation and Systems

Fuchun Sun, Jianmin Li

Communications in computer and information science

DOI

2023

Hiding from thermal imaging pedestrian detectors in the physical world

Xiaopei Zhu, Xiao Li, Jianmin Li, Zhe-Yao Wang, Xiao-Lin Hu

Neurocomputing

DOI

2023

Hiding from infrared detectors in real world with adversarial clothes

Xiaopei Zhu, Zhan Hu, Siyuan Huang, Jianmin Li, Xiaolin Hu, Zhe-Yao Wang

Applied intelligence (Boston)

DOI

2023

HEDNet: A Hierarchical Encoder-Decoder Network for 3D Object Detection in Point Clouds

Gang Zhang, Jun-Nan Chen, Guohuan Gao, Jianmin Li, Xiaolin Hu

Neural Information Processing Systems

DOI

2023

PREIM3D: 3D Consistent Precise Image Attribute Editing from a Single Image

Jianhui Li, Jianmin Li, Haoji Zhang, Shilong Liu, Zhengyi Wang, Zihao Xiao, Kaiwen Zheng, Jun Zhu

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2022

Noninvasive Tracking of Every Individual in Unmarked Mouse Groups Using Multi-Camera Fusion and Deep Learning

Feng Su, Yangzhen Wang, Mengping Wei, Chong Wang, Shaoli Wang, Lei Yang, Jianmin Li, Peijiang Yuan, Dong-Gen Luo, Chen Zhang

Neuroscience Bulletin

DOI

2022

The MSR-Video to Text dataset with clean annotations

Haoran Chen, Jianmin Li, Simone Frintrop, Xiaolin Hu

Computer Vision and Image Understanding

DOI

2022

Improving Image Segmentation with Boundary Patch Refinement

Xiaolin Hu, Chufeng Tang, Hang Chen, Li Xiao, Jianmin Li, Zhaoxiang Zhang

International Journal of Computer Vision

DOI

2022

Infrared Invisible Clothing: Hiding from Infrared Detectors at Multiple Angles in Real World

Xiaopei Zhu, Zhanhao Hu, Siyuan Huang, Jianmin Li, Xiaolin Hu

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2022

AutoLoss-GMS: Searching Generalized Margin-based Softmax Loss Function for Person Re-identification

Hongyang Gu, Jianmin Li, Guangyuan Fu, Chifong Wong, Xinghao Chen, Jun Zhu

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2022

Interpretable tumor differentiation grade and microsatellite instability recognition in gastric cancer using deep learning

Feng Su, Jianmin Li, Xinya Zhao, Beining Wang, Yajie Hu, Yu Ling Sun, Jiafu Ji

Laboratory Investigation

DOI

2021

Loss function search for person re-identification

Hongyang Gu, Jianmin Li, Guangyuan Fu, Min Yue, Jun Zhu

Pattern Recognition

DOI

2021

RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features

Gang Zhang, Xin Lu, Jingru Tan, Jianmin Li, Zhaoxiang Zhang, Quanquan Li, Xiaolin Hu

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2021

Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation

Chufeng Tang, Hang Chen, Xiao Li, Jianmin Li, Zhaoxiang Zhang, Xiaolin Hu

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2021

Fooling Thermal Infrared Pedestrian Detectors in Real World Using Small Bulbs

Xiaopei Zhu, Xiao Li, Jianmin Li, Zheyao Wang, Xiaolin Hu

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2021

Auto-ReID+: Searching for a multi-branch ConvNet for person re-identification

Hongyang Gu, Guangyuan Fu, Jianmin Li, Jun Zhu

Neurocomputing

DOI

2021

Vocabulary-Wide Credit Assignment for Training Image Captioning Models

Han Liu, Shifeng Zhang, Ke Lin, Jing A. Wen, Jianmin Li, Xiaolin Hu

IEEE Transactions on Image Processing

DOI

2020

Development and validation of a deep learning system for ascites cytopathology interpretation

Feng Su, Yu Sun, Yajie Hu, Peijiang Yuan, Xinyu Wang, Qian Wang, Jianmin Li, Jiafu Ji

Gastric Cancer

DOI

2019

Joint Cluster Unary Loss for Efficient Cross-Modal Hashing

Shifeng Zhang, Jianmin Li, Bo Zhang

DOI

2019

Pairwise Teacher-Student Network for Semi-Supervised Hashing

Shifeng Zhang, Jianmin Li, Bo Zhang

IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

DOI

2018

改进的CDD图像修复模型算法

李建民，汪琦，林振荣，袁梁

《计算机工程与设计》

2018

Saliency-GD: A TF-IDF Analogy for Landmark Image Mining

Wei Li, Jianmin Li, Bo Zhang

Lecture notes in computer science

DOI

2017

Scalable Discrete Supervised Multimedia Hash Learning With Clustering

Shifeng Zhang, Jianmin Li, Mengqing Jiang, Peijiang Yuan, Bo Zhang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2017

Accelerating convolutional neural networks by group-wise 2D-filter pruning

Niange Yu, Shi Qiu, Xiaolin Hu, Jianmin Li

DOI

2017

Visual instance mining from the graph perspective

Wei Li, Jianmin Li, Changhu Wang, Lei Zhang, Bo Zhang

Multimedia Systems

DOI

2017

License Plate Recognition Using Deep FCN

Yue Wu, Jianmin Li

Communications in computer and information science

DOI

2016

Drogue detection for autonomous aerial refueling based on convolutional neural networks

Xufeng Wang, Xinmin Dong, Xingwei Kong, Jianmin Li, Bo Zhang

Chinese Journal of Aeronautics

DOI

2016

Scalable Discrete Supervised Hash Learning with Asymmetric Matrix Factorization

Shifeng Zhang, Jianmin Li, Jinma Guo, Bo Zhang

Proceedings

DOI

2016

BitHash: An efficient bitwise Locality Sensitive Hashing method with applications

Wenhao Zhang, Jianqiu Ji, Jun Zhu, Jianmin Li, Hua Xu, Bo Zhang

Knowledge-Based Systems

DOI

2016

Hash Learning with Convolutional Neural Networks for Semantic Based Image Retrieval

Jinma Guo, Shifeng Zhang, Jianmin Li

Lecture notes in computer science

DOI

2015

Angular-Similarity-Preserving Binary Signatures for Linear Subspaces

Jianqiu Ji, Jianmin Li, Qi Tian, Shuicheng Yan, Bo Zhang

IEEE Transactions on Image Processing

DOI

2015

Regularizing neural networks with adaptive local drop

Binbin Cao, Jianmin Li, Bo Zhang

DOI

2014

Similarity-Preserving Binary Signature for Linear Subspaces

Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian, Bo Zhang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2014

Batch-Orthogonal Locality-Sensitive Hashing for Angular Similarity

Jianqiu Ji, Shuicheng Yan, Jianmin Li, Guangyu Gao, Qi Tian, Bo Zhang

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2014

Sparsity-Regularized HMAX for Visual Recognition

Xiaolin Hu, Jianwei Zhang, Jianmin Li, Bo Zhang

PLoS ONE

DOI

2013

动态场景下的交通标识检测与识别研究进展

刘华平，李建民，胡晓林，孙富春

《中国图象图形学报》

2013

Recent progress in detection and recognition of the traffic signs in dynamic scenes

Hua-Ping Liu, Jianmin Li, Xiaolin Hu, Fuchun Sun

Journal of Image and Graphics

DOI

2013

Min-Max Hash for Jaccard Similarity

Jianqiu Ji, Jianmin Li, Shuicheng Yan, Qi Tian, Bo Zhang

Proceedings

DOI

2013

Traffic sign detection based on convolutional neural networks

Yihui Wu, Yulong Liu, Jianmin Li, Huaping Liu, Xiaolin Hu

2022 International Joint Conference on Neural Networks (IJCNN)

DOI

2013

Traffic sign detection by ROI extraction and histogram features-based recognition

Ming Xuan Liang, Mingyi Yuan, Xiaolin Hu, Jianmin Li, Huaping Liu

2022 International Joint Conference on Neural Networks (IJCNN)

DOI

2013

Restricted Boltzmann Machine with Adaptive Local Hidden Units

Binbin Cao, Jianmin Li, Jun Wu, Bo Zhang

Lecture notes in computer science

DOI

2012

Super-Bit Locality-Sensitive Hashing

Jianqiu Ji, Jianmin Li, Shuicheng Yan, Bo Zhang, Qi Tian

2012

Video copy detection based on spatiotemporal fusion model

Jianmin Li, Yingyu Liang, Bo Zhang

Tsinghua Science & Technology

DOI

2011

A sparse representation-based approach for video copy detection

Jianmin Li, Chen Sun, Bo Zhang

Frontiers of Electrical and Electronic Engineering in China

DOI

2009

Learning Vocabulary-Based Hashing with AdaBoost

Yingyu Liang, Jianmin Li, Bo Zhang

Lecture notes in computer science

DOI

2009

Vocabulary-based hashing for image search

Yingyu Liang, Jianmin Li, Bo Zhang

ACM International Conference on Multimedia (ACM MM)

DOI

2009

The interactive video retrieval system in SMARTV 2009

Jianmin Li, Zhikun Wang, Bo Zhang

ACM International Conference on Image and Video Retrieval (CIVR)

DOI

2008

Query representation by structured concept threads with application to interactive video retrieval

Dong Wang, Zhikun Wang, Jianmin Li, Bo Zhang, Xirong Li

Journal of Visual Communication and Image Representation

DOI

2008

Semantic Concept Learning through Massive Internet Video Mining

Peijiang Yuan, Bo Zhang, Jianmin Li

IEEE ... International Conference on Data Mining workshops

DOI

2008

THU-intel at rushes summarization of TRECVID 2008

Tao Wang, Shangping Feng, Patricia P. Wang, Wei Hu, Shuang Zhang, Wei Zhang, Yangzhou Du, Jianguo Li, Jianmin Li, Yimin Zhang

DOI

2008

Interactive video retrieval with rich features and friendly interface

Jianmin Li, Zhikun Wang, Dong Wang, Bo Zhang

DOI

2008

Learning structured concept-segments for interactive video retrieval

Zhikun Wang, Dong Wang, Jianmin Li, Bo Zhang

DOI

2008

Scene understanding with discriminative structured prediction

Jinhui Yuan, Jianmin Li, Bo Zhang

IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

DOI

2008

SemanGist: A Local Semantic Image Representation

Dong Wang, Xiaobing Liu, Duanpeng Wang, Jianmin Li, Bo Zhang

Lecture notes in computer science

DOI

2007

Exploiting spatial context constraints for automatic image region annotation

Jinhui Yuan, Jianmin Li, Bo Zhang

ACM International Conference on Multimedia (ACM MM)

DOI

2007

The importance of query-concept-mapping for automatic video retrieval

Dong Wang, Xirong Li, Jianmin Li, Bo Zhang

ACM International Conference on Multimedia (ACM MM)

DOI

2007

Gradual transition detection with conditional random fields

Jinhui Yuan, Jianmin Li, Bo Zhang

ACM International Conference on Multimedia (ACM MM)

DOI

2007

Video diver

Dong Wang, Xiaobing Liu, Linjie Luo, Jianmin Li, Bo Zhang

DOI

2007

Mapping Query to Semantic Concepts: Leveraging Semantic Indices for Automatic and Interactive Video Retrieval

Dong Wang, Zhikun Wang, Xirong Li, Xiaobing Liu, Jianmin Li, Bo Zhang

IEEE International Conference on Semantic Computing (ICSC)

DOI

2007

Video search in concept subspace

Xirong Li, Dong Wang, Jianmin Li, Bo Zhang

ACM International Conference on Image and Video Retrieval (CIVR)

DOI

2007

The feature and spatial covariant kernel

Xiaobing Liu, Dong Wang, Jianmin Li, Bo Zhang

ACM International Conference on Image and Video Retrieval (CIVR)

DOI

2007

Video retrieval with multi-modal features

Jianmin Li, Zhikun Wang, Xirong Li, Tongchun Xiao, Dong Wang, Wujie Zheng, Bo Zhang

ACM International Conference on Image and Video Retrieval (CIVR)

DOI

2007

Retrieving Web Images to Enrich Music Representation

Zhi-Kun Wang, Rui Cai, Lei Zhang, Yu Zheng, Jianmin Li

IEEE International Conference on Multimedia and Expo (ICME)

DOI

2007

A Formal Study of Shot Boundary Detection

Jinhui Yuan, Huiyi Wang, Lan Xiao, Wujie Zheng, Jianmin Li, Fuzong Lin, Bo Zhang

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2006

Learning concepts from large scale imbalanced data sets using support cluster machines

Jinhui Yuan, Jianmin Li, Bo Zhang

ACM International Conference on Multimedia (ACM MM)

DOI

2006

Using High-Level Semantic Features in Video Retrieval

Wujie Zheng, Jianmin Li, Zhangzhang Si, Fuzong Lin, Bo Zhang

Lecture notes in computer science

DOI

2006

Multiple-Instance Learning Via Random Walk

Dong Wang, Jianmin Li, Bo Zhang

Lecture notes in computer science

DOI

2006

Relay Boost Fusion for Learning Rare Concepts in Multimedia

Dong Wang, Jianmin Li, Bo Zhang

Lecture notes in computer science

DOI

2006

AP-Scored Borda Counting for Information Retrieval

Dayong Ding, Le Chen, Jianmin Li, Bo Zhang

DOI

2005

A unified shot boundary detection framework based on graph partition model

Jinhui Yuan, Jianmin Li, Fuzong Lin, Bo Zhang

ACM International Conference on Multimedia (ACM MM)

DOI

2005

A new multiresolution classification model based on partitioning of feature space

Yinghua He, Bo Zhang, Jianmin Li

IEEE International Conference on Granular Computing (GrC)

DOI

2004

An Online Learning Framework for Sports Video View Classification

Jun Wu, Xian‐Sheng Hua, Jianmin Li, Bo Zhang, HongJiang Zhang

Lecture notes in computer science

DOI

2004

Improvements to Bennett’s Nearest Point Algorithm for Support Vector Machines

Jianmin Li, Jianwei Zhang, Bo Zhang, Fuzong Lin

Lecture notes in computer science

DOI

精选作品

期刊论文

Physical Adversarial Examples for Person Detectors in Thermal Images Based on 3D Modeling

特征增强的Sparse Transformer目标跟踪算法

SAFDNet: A Simple and Effective Network for Fully Sparse 3D Object Detection

Infrared Adversarial Car Stickers

Full-Distance Evasion of Pedestrian Detectors in the Physical World

Learning Natural Consistency Representation for Face Forgery Video Detection

CEDNet: A cascade encoder–decoder network for dense prediction

Correcting Pseudo Labels in Semi Supervised Object Detection with SAM

Cognitive Computation and Systems

Hiding from thermal imaging pedestrian detectors in the physical world

Hiding from infrared detectors in real world with adversarial clothes

HEDNet: A Hierarchical Encoder-Decoder Network for 3D Object Detection in Point Clouds

PREIM3D: 3D Consistent Precise Image Attribute Editing from a Single Image

Noninvasive Tracking of Every Individual in Unmarked Mouse Groups Using Multi-Camera Fusion and Deep Learning

The MSR-Video to Text dataset with clean annotations

Improving Image Segmentation with Boundary Patch Refinement

Infrared Invisible Clothing: Hiding from Infrared Detectors at Multiple Angles in Real World

AutoLoss-GMS: Searching Generalized Margin-based Softmax Loss Function for Person Re-identification

Interpretable tumor differentiation grade and microsatellite instability recognition in gastric cancer using deep learning

Loss function search for person re-identification

RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features

Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation

Fooling Thermal Infrared Pedestrian Detectors in Real World Using Small Bulbs

Auto-ReID+: Searching for a multi-branch ConvNet for person re-identification

Vocabulary-Wide Credit Assignment for Training Image Captioning Models

Development and validation of a deep learning system for ascites cytopathology interpretation

Joint Cluster Unary Loss for Efficient Cross-Modal Hashing

Pairwise Teacher-Student Network for Semi-Supervised Hashing

改进的CDD图像修复模型算法

Saliency-GD: A TF-IDF Analogy for Landmark Image Mining

Scalable Discrete Supervised Multimedia Hash Learning With Clustering

Accelerating convolutional neural networks by group-wise 2D-filter pruning

Visual instance mining from the graph perspective

License Plate Recognition Using Deep FCN

Drogue detection for autonomous aerial refueling based on convolutional neural networks

Scalable Discrete Supervised Hash Learning with Asymmetric Matrix Factorization

BitHash: An efficient bitwise Locality Sensitive Hashing method with applications

Hash Learning with Convolutional Neural Networks for Semantic Based Image Retrieval

Angular-Similarity-Preserving Binary Signatures for Linear Subspaces

Regularizing neural networks with adaptive local drop

Similarity-Preserving Binary Signature for Linear Subspaces

Batch-Orthogonal Locality-Sensitive Hashing for Angular Similarity

Sparsity-Regularized HMAX for Visual Recognition

动态场景下的交通标识检测与识别研究进展

Recent progress in detection and recognition of the traffic signs in dynamic scenes

Min-Max Hash for Jaccard Similarity

Traffic sign detection based on convolutional neural networks

Traffic sign detection by ROI extraction and histogram features-based recognition

Restricted Boltzmann Machine with Adaptive Local Hidden Units

Super-Bit Locality-Sensitive Hashing

Video copy detection based on spatiotemporal fusion model

A sparse representation-based approach for video copy detection

Learning Vocabulary-Based Hashing with AdaBoost

Vocabulary-based hashing for image search

The interactive video retrieval system in SMARTV 2009

Query representation by structured concept threads with application to interactive video retrieval

Semantic Concept Learning through Massive Internet Video Mining

THU-intel at rushes summarization of TRECVID 2008

Interactive video retrieval with rich features and friendly interface

Learning structured concept-segments for interactive video retrieval

Scene understanding with discriminative structured prediction

SemanGist: A Local Semantic Image Representation

Exploiting spatial context constraints for automatic image region annotation

The importance of query-concept-mapping for automatic video retrieval

Gradual transition detection with conditional random fields

Video diver

Mapping Query to Semantic Concepts: Leveraging Semantic Indices for Automatic and Interactive Video Retrieval

Video search in concept subspace

The feature and spatial covariant kernel

Video retrieval with multi-modal features

Retrieving Web Images to Enrich Music Representation

A Formal Study of Shot Boundary Detection

Learning concepts from large scale imbalanced data sets using support cluster machines

Using High-Level Semantic Features in Video Retrieval

Multiple-Instance Learning Via Random Walk

Relay Boost Fusion for Learning Rare Concepts in Multimedia

AP-Scored Borda Counting for Information Retrieval

A unified shot boundary detection framework based on graph partition model