Xiaojun Chang

Xiaojun Chang

Monash University

H-index: 58

Oceania-Australia

About Xiaojun Chang

Xiaojun Chang, With an exceptional h-index of 58 and a recent h-index of 56 (since 2020), a distinguished researcher at Monash University, specializes in the field of Computer Vision, Deep Learning, Multimedia Computing, Video Analysis.

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

SWAP-NAS: Sample-Wise Activation Patterns For Ultra-Fast NAS

Self-Supervised Multi-Frame Neural Scene Flow

MatchNAS: Optimizing Edge AI in Sparse-Label Data Contexts via Automating Deep Neural Network Porting for Mobile Deployment

ProAgent: building proactive cooperative agents with large language models

Progressive Frame-Proposal Mining for Weakly Supervised Video Object Detection

Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation

Mask propagation for efficient video semantic segmentation

Ssmg: Spatial-semantic map guided diffusion model for free-form layout-to-image generation

Xiaojun Chang Information

University

Position

Faculty of Information Technology

Citations(all)

14523

Citations(since 2020)

12812

Cited By

4599

hIndex(all)

58

hIndex(since 2020)

56

i10Index(all)

180

i10Index(since 2020)

173

Email

University Profile Page

Google Scholar

Xiaojun Chang Skills & Research Interests

Computer Vision

Deep Learning

Multimedia Computing

Video Analysis

Top articles of Xiaojun Chang

Title

Journal

Author(s)

Publication Date

SWAP-NAS: Sample-Wise Activation Patterns For Ultra-Fast NAS

arXiv preprint arXiv:2403.04161

Yameng Peng

Andy Song

Haytham M Fayek

Vic Ciesielski

Xiaojun Chang

2024/3/7

Self-Supervised Multi-Frame Neural Scene Flow

arXiv preprint arXiv:2403.16116

Dongrui Liu

Daqi Liu

Xueqian Li

Sihao Lin

Bing Wang

...

2024/3/24

MatchNAS: Optimizing Edge AI in Sparse-Label Data Contexts via Automating Deep Neural Network Porting for Mobile Deployment

arXiv preprint arXiv:2402.13525

Hongtao Huang

Xiaojun Chang

Wen Hu

Lina Yao

2024/2/21

ProAgent: building proactive cooperative agents with large language models

Proceedings of the AAAI Conference on Artificial Intelligence

Ceyao Zhang

Kaijie Yang

Siyi Hu

Zihao Wang

Guanghe Li

...

2024/3/24

Progressive Frame-Proposal Mining for Weakly Supervised Video Object Detection

IEEE Transactions on Image Processing

Mingfei Han

Yali Wang

Mingjie Li

Xiaojun Chang

Yi Yang

...

2024/2/15

Noisy Correspondence Learning with Self-Reinforcing Errors Mitigation

Proceedings of the AAAI Conference on Artificial Intelligence

Zhuohang Dang

Minnan Luo

Chengyou Jia

Guang Dai

Xiaojun Chang

...

2024/3/24

Mask propagation for efficient video semantic segmentation

NeurIPS 2023

Yuetian Weng

Mingfei Han

Haoyu He

Mingjie Li

Lina Yao

...

2023

Ssmg: Spatial-semantic map guided diffusion model for free-form layout-to-image generation

Proceedings of the AAAI Conference on Artificial Intelligence

Chengyou Jia

Minnan Luo

Zhuohang Dang

Guang Dai

Xiaojun Chang

...

2024/3/24

Two-stream Multi-level Dynamic Point Transformer for Two-person Interaction Recognition

ACM Transactions on Multimedia Computing, Communications and Applications

Yao Liu

Gangfeng Cui

Jiahui Luo

Xiaojun Chang

Lina Yao

2024/2/7

MLP Can Be A Good Transformer Learner

arXiv preprint arXiv:2404.05657

Sihao Lin

Pumeng Lyu

Dongrui Liu

Tao Tang

Xiaodan Liang

...

2024/4/8

Cross-Domain Transfer Hashing for Efficient Cross-modal Retrieval

IEEE Transactions on Circuits and Systems for Video Technology

Fengling Li

Bowen Wang

Lei Zhu

Jingjing Li

Zheng Zhang

...

2024/3/12

DCS-Gait: A Class-Level Domain Adaptation Approach for Cross-Scene and Cross-State Gait Recognition using Wi-Fi CSI

IEEE Transactions on Information Forensics and Security

Ying Liang

Wenjie Wu

Haobo Li

Xiaojun Chang

Xiaojiang Chen

...

2024/1/22

LongVLM: Efficient Long Video Understanding via Large Language Models

arXiv preprint arXiv:2404.03384

Yuetian Weng

Mingfei Han

Haoyu He

Xiaojun Chang

Bohan Zhuang

2024/4/4

NavCoT: Boosting LLM-Based Vision-and-Language Navigation via Learning Disentangled Reasoning

arXiv preprint arXiv:2403.07376

Bingqian Lin

Yunshuang Nie

Ziming Wei

Jiaqi Chen

Shikui Ma

...

2024/3/12

Self-supervised discriminative model prediction for visual tracking

Neural Computing and Applications

Di Yuan

Gu Geng

Xiu Shu

Qiao Liu

Xiaojun Chang

...

2024/4

Video Recognition in Portrait Mode

arXiv preprint arXiv:2312.13746

Mingfei Han

Linjie Yang

Xiaojie Jin

Jiashi Feng

Xiaojun Chang

...

2023/12

Disentangled Representation Learning with Transmitted Information Bottleneck

arXiv preprint arXiv:2311.01686

Zhuohang Dang

Minnan Luo

Chengyou Jia

Guang Dai

Jihong Wang

...

2023/11/3

Multiview latent structure learning: local structure-guided cross-view discriminant analysis

Knowledge-Based Systems

Mei Shi

Xiaowei Zhao

Xiaoyan Yin

Xiaojun Chang

Fan Niu

...

2023/9/27

Fast Evolutionary Neural Architecture Search by Contrastive Predictor with Linear Regions

Yameng Peng

Andy Song

Vic Ciesielski

Haytham Fayek

Xiaojun Chang

2023/7/15

Towards medical artificial general intelligence via knowledge-enhanced multimodal pretraining

arXiv preprint arXiv:2304.14204

Bingqian Lin

Zicong Chen

Mingjie Li

Haokun Lin

Hang Xu

...

2023/4/26

See List of Professors in Xiaojun Chang University(Monash University)

Co-Authors

academic-engine