Shijian Lu

Shijian Lu

Nanyang Technological University

H-index: 66

Asia-Singapore

About Shijian Lu

Shijian Lu, With an exceptional h-index of 66 and a recent h-index of 59 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of Image and video analytics, computer vision, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Efficient Test-Time Adaptation of Vision-Language Models

StyleGaussian: Instant 3D Style Transfer with Gaussian Splatting

Vision-Language Models for Vision Tasks: A Survey

Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining

Masked AutoDecoder is Effective Multi-Task Vision Generalist

One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching

Mitigating object hallucinations in large vision-language models through visual contrastive decoding

FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization

Shijian Lu Information

University

Position

School of Computer Science and Engineering

Citations(all)

16273

Citations(since 2020)

12234

Cited By

6773

hIndex(all)

66

hIndex(since 2020)

59

i10Index(all)

175

i10Index(since 2020)

141

Email

University Profile Page

Nanyang Technological University

Google Scholar

View Google Scholar Profile

Shijian Lu Skills & Research Interests

Image and video analytics

computer vision

machine learning

Top articles of Shijian Lu

Title

Journal

Author(s)

Publication Date

Efficient Test-Time Adaptation of Vision-Language Models

arXiv preprint arXiv:2403.18293

Adilbek Karmanov

Dayan Guan

Shijian Lu

Abdulmotaleb El Saddik

Eric Xing

2024/3/27

StyleGaussian: Instant 3D Style Transfer with Gaussian Splatting

arXiv preprint arXiv:2403.07807

Kunhao Liu

Fangneng Zhan

Muyu Xu

Christian Theobalt

Ling Shao

...

2024/3/12

Vision-Language Models for Vision Tasks: A Survey

IEEE Transactions on Pattern Analysis and Machine Intelligence

Jingyi Zhang

Jiaxing Huang

Sheng Jin

Shijian Lu

2024/2/26

Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining

Jiahao Nie

Yun Xing

Gongjie Zhang

Pei Yan

Aoran Xiao

...

2024

Masked AutoDecoder is Effective Multi-Task Vision Generalist

arXiv preprint arXiv:2403.07692

Han Qiu

Jiaxing Huang

Peng Gao

Lewei Lu

Xiaoqin Zhang

...

2024/3/12

One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

Siyuan Yang

Jun Liu

Shijian Lu

Er Meng Hwa

Alex C Kot

2024

Mitigating object hallucinations in large vision-language models through visual contrastive decoding

arXiv preprint arXiv:2311.16922

Sicong Leng

Hang Zhang

Guanzheng Chen

Xin Li

Shijian Lu

...

2023/11/28

FreGS: 3D Gaussian Splatting with Progressive Frequency Regularization

arXiv preprint arXiv:2403.06908

Jiahui Zhang

Fangneng Zhan

Muyu Xu

Shijian Lu

Eric Xing

2024/3/11

Purify Perturbative Availability Poisons via Rate-Constrained Variational Autoencoders

Yi Yu

Yufei Wang

Song Xia

Qichen Zheng

Wenhan Yang

...

2023/10/13

Semantic-Aligned Matching for Enhanced DETR Convergence and Multi-Scale Feature Fusion

International Journal of Computer Vision (IJCV)

Gongjie Zhang

Zhipeng Luo

Jiaxing Huang

Shijian Lu

Eric P Xing

2024

Exploring Prototype-Anchor Contrast for Semantic Segmentation

IEEE Transactions on Circuits and Systems for Video Technology

Qinghua Ren

Shijian Lu

Qirong Mao

Ming Dong

2024/2/26

Weakly Supervised Monocular 3D Detection with a Single-View Image

EEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Xueying Jiang

Sheng Jin

Lewei Lu

Xiaoqin Zhang

Shijian Lu

2024/2/29

Domain Adaptive LiDAR Point Cloud Segmentation via Density-Aware Self-Training

IEEE Transactions on Intelligent Transportation Systems

Aoran Xiao

Jiaxing Huang

Kangcheng Liu

Dayan Guan

Xiaoqin Zhang

...

2024/4/23

Efficient MAE Towards Large-Scale Vision Transformers

Qiu Han

Gongjie Zhang

Jiaxing Huang

Peng Gao

Zhang Wei

...

2024

Modeling Continuous Motion for 3D Point Cloud Object Tracking

Zhipeng Luo

Gongjie Zhang

Changqing Zhou

Zhonghua Wu

Qingyi Tao

...

2024

Exploring Point-BEV Fusion for 3D Point Cloud Object Tracking with Transformer

IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)

Zhipeng Luo

Changqing Zhou

Liang Pan

Gongjie Zhang

Tianrui Liu

...

2024

MorphNeRF: Text-Guided 3D-aware Editing via Morphing Generative Neural Radiance Fields

IEEE Transactions on Multimedia

Yingchen Yu

Rongliang Wu

Yifang Men

Shijian Lu

Miaomiao Cui

...

2024/3/20

LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors

arXiv preprint arXiv:2402.04630

Sheng Jin

Xueying Jiang

Jiaxing Huang

Lewei Lu

Shijian Lu

2024/2/7

Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors

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

Gongjie Zhang

Zhipeng Luo

Zichen Tian

Jingyi Zhang

Xiaoqin Zhang

...

2023

Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey

Aoran Xiao

Jiaxing Huang

Dayan Guan

Xiaoqin Zhang

Shijian Lu

...

2023/3/29

See List of Professors in Shijian Lu University(Nanyang Technological University)

Co-Authors

H-index: 25
Fangneng Zhan

Fangneng Zhan

Nanyang Technological University

H-index: 19
Jiaxing Huang

Jiaxing Huang

Nanyang Technological University

H-index: 18
Xiao Aoran

Xiao Aoran

Nanyang Technological University

H-index: 15
Yingchen Yu

Yingchen Yu

Nanyang Technological University

H-index: 13
Rongliang WU

Rongliang WU

Nanyang Technological University

H-index: 11
Chuhui Xue

Chuhui Xue

Nanyang Technological University

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