Desen Meng

According to our database, Desen Meng authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

VideoCap-R1: Enhancing MLLMs for Video Captioning via Structured Thinking.

Desen Meng, Rui Huang, Zhilin Dai, Xinhao Li, Yifan Xu, Jun Zhang, Zhenpeng Huang, Meng Zhang, Lingshu Zhang, Yi Liu, Limin Wang

CoRR, June, 2025

VideoChat-R1: Enhancing Spatio-Temporal Perception via Reinforcement Fine-Tuning.

Xinhao Li, Ziang Yan, Desen Meng, Lu Dong, Xiangyu Zeng, Yinan He, Yali Wang, Yu Qiao, Yi Wang, Limin Wang

CoRR, April, 2025

LongVPO: From Anchored Cues to Self-Reasoning for Long-Form Video Preference Optimization.

Zhenpeng Huang, Jiaqi Li, Zihan Jia, Xinhao Li, Desen Meng, Lingxue Song, Xi Chen, Liang Li, Limin Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

p-MoD: Building Mixture-of-Depths MLLMs via Progressive Ratio Decay.

Jun Zhang, Desen Meng, Zhengming Zhang, Zhenpeng Huang, Tao Wu, Limin Wang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

p-MoD: Building Mixture-of-Depths MLLMs via Progressive Ratio Decay.

Jun Zhang, Desen Meng, Ji Qi, Zhenpeng Huang, Tao Wu, Limin Wang

CoRR, 2024

2022

Synthetic Aperture Radar Image Change Detection via Layer Attention-Based Noise-Tolerant Network.

Desen Meng, Feng Gao, Junyu Dong, Qian Du, Heng-Chao Li

IEEE Geosci. Remote. Sens. Lett., 2022