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ORCIDDongyang Ma
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2020 – today
- 2026
[i9]Sidi Lu, Zhenwen Liang, Dongyang Ma, Yan Wang, Haitao Mi, Dong Yu:
Locas: Your Models are Principled Initializers of Locally-Supported Parametric Memories. CoRR abs/2602.05085 (2026)- [i8]Yilun Zheng, Dongyang Ma, Tian Liang, Jiahao Xu, Xinting Huang, Lihui Chen, Haitao Mi, Yan Wang:
Free(): Learning to Forget in Malloc-Only Reasoning Models. CoRR abs/2602.08030 (2026) - [i7]Xiaoyuan Liu, Tian Liang, Dongyang Ma, Deyu Zhou, Haitao Mi, Pinjia He, Yan Wang:
The Pensieve Paradigm: Stateful Language Models Mastering Their Own Context. CoRR abs/2602.12108 (2026) - [i6]Chenlin Zhou, Sihang Guo, Jiaqi Wang, Dongyang Ma, Kaiwei Che, Baiyu Chen, Qingyan Meng, Zhengyu Ma, Yonghong Tian:
Winner-Take-All Spiking Transformer for Language Modeling. CoRR abs/2604.11321 (2026) - [i5]Chenlin Zhou, Sihang Guo, Jiaqi Wang, Dongyang Ma, Jin Cheng, Qingyan Meng, Zhengyu Ma, Yonghong Tian:
Adaptive Spiking Neurons for Vision and Language Modeling. CoRR abs/2604.12365 (2026) - [i4]Qifan Zhang, Dongyang Ma, Tianqing Fang, Jia Li, Jing Tang, Nuo Chen, Haitao Mi, Yan Wang:
Training LLM Agents for Spontaneous, Reward-Free Self-Evolution via World Knowledge Exploration. CoRR abs/2604.18131 (2026) - [i3]Shuaiyi Li, Zhisong Zhang, Yan Wang, Lei Zhu, Dongyang Ma, Chenlong Deng, Yang Deng, Wai Lam:
Towards Generalization of Block Attention via Automatic Segmentation and Block Distillation. CoRR abs/2605.15913 (2026) - 2025
- [c2]Dongyang Ma, Yan Wang, Tian Lan:
Block-Attention for Efficient Prefilling. ICLR 2025 - [c1]Dongyang Ma
, Zhengyu Ma, Wei Zhang, Yonghong Tian:
DSF-Net: Dynamic Sparse Fusion of Event-RGB via Spike-Triggered Attention for High-Speed Detection. ACM Multimedia 2025: 9006-9015 - [i2]Zhichao Wang, Dongyang Ma, Xinting Huang, Deng Cai, Tian Lan, Jiahao Xu, Haitao Mi, Xiaoying Tang, Yan Wang:
The End of Manual Decoding: Towards Truly End-to-End Language Models. CoRR abs/2510.26697 (2025) - 2023
- [j6]Limin Sun, Dongyang Ma, Xiao Pan, Yuanfeng Zhou:
Weak-Boundary Sensitive Superpixel Segmentation Based on Local Adaptive Distance. IEEE Trans. Circuits Syst. Video Technol. 33(5): 2302-2316 (2023) - 2022
- [j5]Limin Sun, Dongyang Ma, Yuanfeng Zhou:
Scale-adaptive superpixels for medical images. Quant. Biol. 10(3): 264 (2022) - [i1]Shuming Shi, Enbo Zhao, Duyu Tang, Yan Wang, Piji Li, Wei Bi, Haiyun Jiang, Guoping Huang, Leyang Cui, Xinting Huang, Cong Zhou, Yong Dai, Dongyang Ma:
Effidit: Your AI Writing Assistant. CoRR abs/2208.01815 (2022) - 2021
- [j4]Yangke Li, Dongyang Ma, Yuhang Yu, Guangshun Wei, Yuanfeng Zhou:
Compact joints encoding for skeleton-based dynamic hand gesture recognition. Comput. Graph. 97: 191-199 (2021) - [j3]Wei Wang, Dongyang Ma, Guodong Xin, Yunpeng Han, Junheng Huang, Bailing Wang:
A network representation learning method based on topology. Inf. Sci. 571: 443-458 (2021) - [j2]Dongyang Ma, Yuanfeng Zhou, Shiqing Xin, Wenping Wang:
Convex and Compact Superpixels by Edge- Constrained Centroidal Power Diagram. IEEE Trans. Image Process. 30: 1825-1839 (2021) - 2020
- [j1]Dongyang Ma, Jinhua Liu, Jing Li, Yuanfeng Zhou:
Cervical cancer detection in cervical smear images using deep pyramid inference with refinement and spatial-aware booster. IET Image Process. 14(17): 4717-4725 (2020)
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