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Junyi Hou
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2020 – today
- 2025
- [j13]Ruicong Zhi, Yicheng Meng, Junyi Hou, Jun Wan:
Dual Balanced Class-Incremental Learning With im-Softmax and Angular Rectification. IEEE Trans. Neural Networks Learn. Syst. 36(3): 4437-4447 (2025) - [i5]Zhaomin Wu, Zhen Qin, Junyi Hou, Haodong Zhao, Qinbin Li, Bingsheng He, Lixin Fan:
Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly. CoRR abs/2502.08160 (2025) - 2024
- [j12]Qiang Wang
, Zihao Pan
, Junyi Hou
, Lei Yu
:
High-precision offline mapping and localization system based on ground texture with binary descriptors. Expert Syst. Appl. 240: 122650 (2024) - [j11]Qinbin Li, Junyuan Hong, Chulin Xie, Jeffrey Tan, Rachel Xin, Junyi Hou, Xavier Yin, Zhun Wang, Dan Hendrycks, Zhangyang Wang, Bo Li, Bingsheng He, Dawn Song:
LLM-PBE: Assessing Data Privacy in Large Language Models. Proc. VLDB Endow. 17(11): 3201-3214 (2024) - [j10]Yinghao Xu, Junyi Hou
, Xijun Zhu, Chao Wang, Haodong Shi, Jiayu Wang, Yingchao Li, Peng Ren
:
Hyperspectral Image Super-Resolution With ConvLSTM Skip-Connections. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [c6]Kaivuan Chen, Nan Zhang, Yanling Wu, Xinjiang Tang, Junyi Hou:
A Two-layer Optimal Planning Method for Integrated Energy Systems based on Reinforcement Learning. DTPI 2024: 259-263 - [c5]Zhaomin Wu, Junyi Hou
, Bingsheng He:
VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks. ICLR 2024 - [c4]Zhaomin Wu, Junyi Hou, Yiqun Diao, Bingsheng He:
Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data. NeurIPS 2024 - [c3]Junyi Hou, Qinyuan Ren
:
Mapless Navigation in Factory Environments with Safe RL Approach. ICSR + InnoBiz 2024: 217-226 - [i4]Qinbin Li, Junyuan Hong, Chulin Xie, Jeffrey Tan, Rachel Xin, Junyi Hou, Xavier Yin, Zhun Wang, Dan Hendrycks, Zhangyang Wang, Bo Li, Bingsheng He, Dawn Song:
LLM-PBE: Assessing Data Privacy in Large Language Models. CoRR abs/2408.12787 (2024) - [i3]Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng He, Lixin Fan, Qiang Yang:
Model-Based Differentially Private Knowledge Transfer for Large Language Models. CoRR abs/2410.10481 (2024) - [i2]Zhaomin Wu, Junyi Hou, Yiqun Diao, Bingsheng He:
Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data. CoRR abs/2410.17986 (2024) - 2023
- [j9]Guangqiang Li, Junyi Hou, Zhong Chen, Lei Yu
, Shumin Fei:
Robust stereo inertial odometry based on self-supervised feature points. Appl. Intell. 53(6): 7093-7107 (2023) - [j8]Yuchao Lyu
, Xi Jiang, Yinghao Xu, Junyi Hou, Xiaoyan Zhao, Xijun Zhu:
ARU-GAN: U-shaped GAN based on Attention and Residual connection for super-resolution reconstruction. Comput. Biol. Medicine 164: 107316 (2023) - [j7]Chuanliu Fan
, Junyi Hou
, Lei Yu
:
Large-Scale Dense Mapping System Based on Visual-Inertial Odometry and Densely Connected U-Net. IEEE Trans. Instrum. Meas. 72: 1-16 (2023) - [j6]Zihao Pan
, Junyi Hou
, Lei Yu
:
Optimization RGB-D 3-D Reconstruction Algorithm Based on Dynamic SLAM. IEEE Trans. Instrum. Meas. 72: 1-13 (2023) - [c2]Junyi Hou, Zihao Pan, Lei Yu:
FastVL: Fast Moving 3D Indoor Reconstruction System Based on SE(2) Constraint for Visual-Laser Fusion. ROBIO 2023: 1-6 - [c1]Zihao Pan, Junyi Hou, Lei Yu:
Real-time 3D Semantic Instance Segmentation SLAM. ROBIO 2023: 1-6 - [i1]Zhaomin Wu, Junyi Hou, Bingsheng He:
VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks. CoRR abs/2307.02040 (2023) - 2022
- [j5]Junyi Hou, Lei Yu, Shumin Fei:
A high-quality voxel 3D reconstruction system for large scenes based on the branch and bound method. Expert Syst. Appl. 194: 116549 (2022) - 2020
- [j4]Junyi Hou, Lei Yu, Shumin Fei:
A highly robust automatic 3D reconstruction system based on integrated optimization by point line features. Eng. Appl. Artif. Intell. 95: 103879 (2020)
2010 – 2019
- 2019
- [j3]Junyi Hou, Lei Yu
, Yifan Fang, Shumin Fei:
Switching filtering method for interactive systems. J. Syst. Control. Eng. 233(10) (2019) - [j2]Haonan Xu, Junyi Hou, Lei Yu
, Shumin Fei:
3D Reconstruction system for collaborative scanning based on multiple RGB-D cameras. Pattern Recognit. Lett. 128: 505-512 (2019) - 2018
- [j1]Lei Yu
, Junyi Hou:
Large-Screen Interactive Imaging System with Switching Federated Filter Method Based on 3D Sensor. Complex. 2018: 8730281:1-8730281:11 (2018)
Coauthor Index

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