Kunpeng Wang

Hello! I am a researcher in computer vision, focusing on multi-modal learning and scene understanding. I received my Ph.D. in Computer Science and Technology from Anhui University, supervised by Prof. Bin Luo, with guidance from Prof. Chenglong Li and Prof. Zhengzheng Tu. I was also sponsored by the China Scholarship Council (CSC), advised by Prof. Xiaojun Chang.

I was honored to be selected for the CAST Young Talent Support Program - Doctoral Student Special Project (首届中国科协青年人才托举工程-博士生专项). I also serve as a reviewer for top-tier conferences and journals, including AAAI, ACM MM, IEEE TIP, TMM, TCSVT, TITS, ISPRS, and INFFUS.

My long-term goal is to advance robust multi-modal visual perception and its applications in complex real-world environments.

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
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), IF 11.1, 2025
( 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 9.7, 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 11.1, 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 8.0, 2023
( Paper | Code )

Projects

[2025.01-2026.12] CAST Young Talent Support Program - Doctoral Student Special Project, Host, 40,000 RMB
[2025.03-2025.12] Anhui Province New Era Parenting Quality Project, Host, 5,000 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