Kunpeng Wang

Hello! I am a Third-year PhD student in School of Computer Science and Technology at Anhui University (AHU), advised by Prof. Bin Luo, assisted by Prof. Chenglong Li. In 2025, I will be sponsored by the China Scholarship Council (CSC) to study as a visiting student in the University of Technology Sydney (UTS), Faculty of Engineering and Information Technology, Australia, advised by Prof. Xiaojun Chang. My research interests lie in the fields of computer vision, deep learning, and pattern recognition.

During my PhD study, I am supported by the Youth Talents Support Project - Doctoral Student Special Program (首届中国科协青年人才托举工程-博士生专项, News). I am also a reviewer for international conferences and journals, such as ACM MM (2025, 2024), IEEE Transactions on Image Processing, ISPRS Journal of Photogrammetry and Remote Sensing, Scientific Reports.

Currently, I am actively seeking full-time research opportunities, beginning in Summer 2025. If you're aware of any suitable positions, I would greatly appreciate it if you could reach out to me.

Publications

Adapting Segment Anything Model to Multi-modal Salient Object Detection with Semantic Feature Fusion Guidance
Kunpeng Wang, Keke Chen, Chenglong Li, Zhengzheng Tu, Bin Luo
Submitted to SCIS
( Paper | Code )

Unified-modal Salient Object Detection via Adaptive Prompt Learning
Kunpeng Wang, Chenglong Li, Zhengzheng Tu, Zhengyi Liu, Bin Luo
Submitted to TCSVT
( Paper | Code )

Alignment-Free RGB-T Salient Object Detection: A Large-scale Dataset and Progressive Correlation Network
Kunpeng Wang, Keke Chen, Chenglong Li, Zhengzheng Tu, Bin Luo
Association for the Advancement of Artificial Intelligence (AAAI), CCF-A, 2025
( Paper | Code )

Alignment-Free RGBT Salient Object Detection: Semantics-guided Asymmetric Correlation Network and A Unified Benchmark
Kunpeng Wang, Danying Lin, Chenglong Li, Zhengzheng Tu, Bin Luo
IEEE Transactions on Multimedia (TMM), IF 8.4, 2024
( Paper | Code )

Learning Adaptive Fusion Bank for Multi-modal Salient Object Detection
Kunpeng Wang, Zhengzheng Tu, Chenglong Li, Cheng Zhang, Bin Luo
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), IF 8.3, 2024
( Paper | Code )

Bidirectional Alternating Fusion Network for RGB-T Salient Object Detection
Zhengzheng Tu, Danying Lin, Bo Jiang, Le Gu, Kunpeng Wang, Sulan Zhai
Chinese Conference on Pattern Recognition and Computer Vision (PRCV), CCF-C, 2024
( Paper | Code )

Multimodal salient object detection via adversarial learning with collaborative generator
Zhengzheng Tu, Wenfang Yang, Kunpeng Wang, Amir Hussain, Bin Luo, Chenglong Li
Engineering Applications of Artificial Intelligence (EAAI), IF 7.5, 2023
( Paper | Code )

Projects

[2025.01-2026.12] Youth Talents Support Project - Doctoral Student Special Program, Host, 40,000 RMB
[2025.03-2025.12] Anhui Province New Era Parenting Quality Project, Host, 30,000 RMB
[2023.12-2025.03] Outstanding Doctoral Dissertation Development Program of Anhui University, Host, 40,000 RMB
[2021.12-2023.04] Outstanding Master's Dissertation Development Program of Anhui University , Host, 30,000 RMB

Selected Awards and Honors

[2024.05] China Scholarship Council (CSC), Funded
[2021.12] Anhui Key Laboratory of Multimodal Cognition, Academic Rising Star
[2020.07] China University Computer Competition WeChat Mini Program Application Development Competition, First Prize in East China Division
[2018.11] National College Student Software Testing Competition Finals Embedded Individual Competition, National Third Prize