EDSSA: An Encoder-Decoder Semantic Segmentation Networks Accelerator on OpenCL-Based FPGA Platform. - Hongzhi Huang; Yakun Wu; Mengqi Yu; Xuesong Shi; Fei Qiao; Li Luo; Qi Wei 001; Xinjun Liu (Sensors, 2020)

Image enhancement and image matching of UAV based on histogram equalization. - Jingchun Zhou; Wenfei Xi; Dongsheng Li; Hongzhi Huang (Geoinformatics, 2021)

Class-Specific Semantic Reconstruction for Open Set Recognition. - Hongzhi Huang; Yu Wang 107; Qinghua Hu; Ming-Ming Cheng (CoRR, 2022)

Class-Specific Semantic Reconstruction for Open Set Recognition. - Hongzhi Huang; Yu Wang 106; Qinghua Hu; Ming-Ming Cheng (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Building hierarchical class structures for extreme multi-class learning. - Hongzhi Huang; Yu Wang 106; Qinghua Hu (Int. J. Mach. Learn. Cybern., 2023)

Ultra-Sparse Memory Network. - Zihao Huang; Qiyang Min; Hongzhi Huang; Yutao Zeng; Defa Zhu; Ran Guo; Xun Zhou (ICLR, 2025)

Hyper-Connections. - Defa Zhu; Hongzhi Huang; Zihao Huang; Yutao Zeng; Yunyao Mao; Banggu Wu; Qiyang Min; Xun Zhou (ICLR, 2025)

Event denoising for dynamic vision sensor using residual graph neural network with density-based spatial clustering. - Weibin Feng; Xiaoping Wang 001; Xin Zhan; Hongzhi Huang (Neurocomputing, 2025)

Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling. - Hongzhi Huang; Defa Zhu; Banggu Wu; Yutao Zeng; Ya Wang; Qiyang Min; Xun Zhou (CoRR, 2025)

Frac-Connections: Fractional Extension of Hyper-Connections. - Defa Zhu; Hongzhi Huang; Jundong Zhou; Zihao Huang; Yutao Zeng; Banggu Wu; Qiyang Min; Xun Zhou (CoRR, 2025)

Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning. - Jiaze Chen; Tiantian Fan; Xin Liu; Lingjun Liu; Zhiqi Lin; Mingxuan Wang; Chengyi Wang; Xiangpeng Wei; Wenyuan Xu; Yufeng Yuan; Yu Yue; Lin Yan; et al. (CoRR, 2025)

BackMix: Regularizing Open Set Recognition by Removing Underlying Fore-Background Priors. - Yu Wang 106; Junxian Mu; Hongzhi Huang; Qilong Wang 001; Pengfei Zhu 001; Qinghua Hu (IEEE Trans. Pattern Anal. Mach. Intell., 2025)