Jinpeng Chen

According to our database, Jinpeng Chen authored at least 14 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models.

Mingjie Xu, Jinpeng Chen, Yuzhi Zhao, Jason Chun Lok Li, Yue Qiu, Zekang Du, Mengyang Wu, Pingping Zhang, Kun Li, Hongzheng Yang, Wenao Ma, Jiaheng Wei, Qinbin Li, Kangcheng Liu, Wenqiang Lei

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

From Exploration to Exploitation: A Two-Stage Entropy RLVR Approach for Noise-Tolerant MLLM Training.

Donglai Xu, Hongzheng Yang, Yuzhi Zhao, Pingping Zhang, Jinpeng Chen, Wenao Ma, Zhijian Hou, Mengyang Wu, Xiaolei Li, Senkang Hu, Ziyi Guan, Jason Chun Lok Li, Lai Man Po

CoRR, November, 2025

Concept-Level Semantic Transfer and Context-Level Distribution Modeling for Few-Shot Segmentation.

Yuxuan Luo, Jinpeng Chen, Runmin Cong, Horace Ho-Shing Ip, Sam Kwong

IEEE Trans. Circuits Syst. Video Technol., September, 2025

SLRanger: an integrated approach for spliced leader detection and operon prediction using long RNA reads.

Yanwen Shao, Zhihao Guo, Jinpeng Chen, Runsheng Li

Briefings Bioinform., September, 2025

Replay Without Saving: Prototype Derivation and Distribution Rebalance for Class-Incremental Semantic Segmentation.

Jinpeng Chen, Runmin Cong, Yuxuan Luo, Horace Ho-Shing Ip, Sam Kwong

IEEE Trans. Pattern Anal. Mach. Intell., June, 2025

Trace Back and Go Ahead: Completing partial annotation for continual semantic segmentation.

Yuxuan Luo, Jinpeng Chen, Runmin Cong, Horace Ho-Shing Ip, Sam Kwong

Pattern Recognit., 2025

MM-Prompt: Multi-modality and Multi-granularity Prompts for Few-Shot Segmentation.

Hang Xiong, Runmin Cong, Jinpeng Chen, Chen Zhang, Feng Li, Huihui Bai, Sam Kwong

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

SEFE: Superficial and Essential Forgetting Eliminator for Multimodal Continual Instruction Tuning.

Jinpeng Chen, Runmin Cong, Yuzhi Zhao, Hongzheng Yang, Guangneng Hu, Horace H. S. Ip, Sam Kwong

Proceedings of the Forty-second International Conference on Machine Learning, 2025

KG-RAG: Enhancing GUI Agent Decision-Making via Knowledge Graph-Driven Retrieval-Augmented Generation.

Ziyi Guan, Jason Chun Lok Li, Zhijian Hou, Pingping Zhang, Donglai Xu, Yuzhi Zhao, Mengyang Wu, Jinpeng Chen, Thanh-Toan Nguyen, Pengfei Xian, Wenao Ma, Shengchao Qin, Graziano Chesi, Ngai Wong

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

KepSalinst: Using Peripheral Points to Delineate Salient Instances.

Jinpeng Chen, Runmin Cong, Horace Ho-Shing Ip, Sam Kwong

IEEE Trans. Cybern., June, 2024

Query-Guided Prototype Evolution Network for Few-Shot Segmentation.

Runmin Cong, Hang Xiong, Jinpeng Chen, Wei Zhang, Qingming Huang, Yao Zhao

IEEE Trans. Multim., 2024

Strike a Balance in Continual Panoptic Segmentation.

Jinpeng Chen, Runmin Cong, Yuxuan Luo, Horace Ho-Shing Ip, Sam Kwong

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Saving 100x Storage: Prototype Replay for Reconstructing Training Sample Distribution in Class-Incremental Semantic Segmentation.

Jinpeng Chen, Runmin Cong, Yuxuan Luo, Horace Ho-Shing Ip, Sam Kwong

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection.

Runmin Cong, Yuchen Guan, Jinpeng Chen, Wei Zhang, Yao Zhao, Sam Kwong

Proceedings of the 31st ACM International Conference on Multimedia, 2023