Dingxin Cheng

According to our database, Dingxin Cheng authored at least 7 papers between 2024 and 2025.

Collaborative distances:

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

2025

FAformer: Exploring Frequency and Attention in Transformers for Long-Term Time Series Forecasting.

Jiawei Gu, Dingxin Cheng, Qiang Guo, Bin Jiang, Wenyu Wang, Meixia Qu

Proceedings of the International Joint Conference on Neural Networks, 2025

Multi-scale Weight-residual Transformer for Uniand Multi-modal Representation Learning.

Dingxin Cheng, Jiawei Gu, Kang Xie, Mengyue Zhang, Gang Wang, Bin Jiang

Proceedings of the International Joint Conference on Neural Networks, 2025

Mamba-based Layer-wise Progressive Fusion Network with Depthwise Enhancement for Low-resource Speech Recognition.

Xuanda Chen, Dingxin Cheng, Fei Hou, Bin Jiang, Xuchen Li, Wenyu Wang, Meixia Qu

Proceedings of the International Joint Conference on Neural Networks, 2025

Enhancing Long Video Understanding via Hierarchical Event-Based Memory.

Dingxin Cheng, Mingda Li, Jingyu Liu, Yongxin Guo, Bin Jiang, Qingbin Liu, Xi Chen, Bo Zhao

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding.

Yongxin Guo, Jingyu Liu, Mingda Li, Dingxin Cheng, Xiaoying Tang, Dianbo Sui, Qingbin Liu, Xi Chen, Kevin Zhao

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Transferable dual multi-granularity semantic excavating for partially relevant video retrieval.

Dingxin Cheng, Shuhan Kong, Bin Jiang, Qiang Guo

Image Vis. Comput., 2024

Long Term Memory-Enhanced Via Causal Reasoning for Text-To-Video Retrieval.

Dingxin Cheng, Shuhan Kong, Wenyu Wang, Meixia Qu, Bin Jiang

Proceedings of the IEEE International Conference on Acoustics, 2024