Junyi Hou

According to our database, Junyi Hou authored at least 29 papers between 2018 and 2026.

Collaborative distances:

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

2026

ProtegoFed: Backdoor-Free Federated Instruction Tuning with Interspersed Poisoned Data.

Haodong Zhao, Jinming Hu, Zhaomin Wu, Zongru Wu, Wei Du, Junyi Hou, Caibei Zhao, Zhuosheng Zhang, Bingsheng He, Gongshen Liu

CoRR, March, 2026

Self-Imitated Diffusion Policy for Efficient and Robust Visual Navigation.

Runhua Zhang, Junyi Hou, Changxu Cheng, Qiyi Chen, Tao Wang, Wuyue Zhao

CoRR, January, 2026

2025

Low Texture 3D Reconstruction System Based on Manhattan Axis and 2D/3D Line Features.

Junyi Hou, Zihao Pan, Changjun Xu, Lei Yu

IEEE Trans. Circuits Syst. Video Technol., December, 2025

PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing.

Junyi Hou, Andre Huikai Lin, Nuo Chen, Yiwei Gong, Bingsheng He

CoRR, December, 2025

RICH: Real-time Identification of negative Cycles for High-efficiency Arbitrage.

Bingqiao Luo, Jiaxin Jiang, Yuhang Chen, Junyi Hou, Cheng Jun Tey, Ziyang Qiu, Bingsheng He, Spencer Xiao, Dominic Ong, Wee Howe Ang

Proc. VLDB Endow., July, 2025

XtraGPT: LLMs for Human-AI Collaboration on Controllable Academic Paper Revision.

Nuo Chen, Andre Huikai Lin, Jiaying Wu, Junyi Hou, Zining Zhang, Qian Wang, Xidong Wang, Bingsheng He

CoRR, May, 2025

Dual Balanced Class-Incremental Learning With im-Softmax and Angular Rectification.

Ruicong Zhi, Yicheng Meng, Junyi Hou, Jun Wan

IEEE Trans. Neural Networks Learn. Syst., March, 2025

Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly.

Zhaomin Wu, Zhen Qin, Junyi Hou, Haodong Zhao, Qinbin Li, Bingsheng He, Lixin Fan

CoRR, February, 2025

Semantically-Aware Exploration in Zero-Shot Object Goal Navigation via Bayesian Memory.

Junyi Hou, Wenxin Zhu, Qinyuan Ren

Proceedings of the 28th IEEE International Conference on Intelligent Transportation Systems, 2025

Model-based Large Language Model Customization as Service.

Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng He, Lixin Fan, Qiang Yang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

LLM-PBE: Assessing Data Privacy in Large Language Models.

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

Proc. VLDB Endow., July, 2024

Hyperspectral Image Super-Resolution With ConvLSTM Skip-Connections.

Yinghao Xu, Junyi Hou, Xijun Zhu, Chao Wang, Haodong Shi, Jiayu Wang, Yingchao Li, Peng Ren

IEEE Trans. Geosci. Remote. Sens., 2024

High-precision offline mapping and localization system based on ground texture with binary descriptors.

Qiang Wang, Zihao Pan, Junyi Hou, Lei Yu

Expert Syst. Appl., 2024

Model-Based Differentially Private Knowledge Transfer for Large Language Models.

Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng He, Lixin Fan, Qiang Yang

CoRR, 2024

Mapless Navigation in Factory Environments with Safe RL Approach.

Junyi Hou, Qinyuan Ren

Proceedings of the Social Robotics - 16th International Conference, 2024

Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data.

Zhaomin Wu, Junyi Hou, Yiqun Diao, Bingsheng He

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks.

Zhaomin Wu, Junyi Hou, Bingsheng He

Proceedings of the Twelfth International Conference on Learning Representations, 2024

A Two-layer Optimal Planning Method for Integrated Energy Systems based on Reinforcement Learning.

Kaivuan Chen, Nan Zhang, Yanling Wu, Xinjiang Tang, Junyi Hou

Proceedings of the 4th IEEE International Conference on Digital Twins and Parallel Intelligence, 2024

2023

ARU-GAN: U-shaped GAN based on Attention and Residual connection for super-resolution reconstruction.

Yuchao Lyu, Xi Jiang, Yinghao Xu, Junyi Hou, Xiaoyan Zhao, Xijun Zhu

Comput. Biol. Medicine, September, 2023

Robust stereo inertial odometry based on self-supervised feature points.

Guangqiang Li, Junyi Hou, Zhong Chen, Lei Yu, Shumin Fei

Appl. Intell., March, 2023

Optimization RGB-D 3-D Reconstruction Algorithm Based on Dynamic SLAM.

Zihao Pan, Junyi Hou, Lei Yu

IEEE Trans. Instrum. Meas., 2023

Large-Scale Dense Mapping System Based on Visual-Inertial Odometry and Densely Connected U-Net.

Chuanliu Fan, Junyi Hou, Lei Yu

IEEE Trans. Instrum. Meas., 2023

Real-time 3D Semantic Instance Segmentation SLAM.

Zihao Pan, Junyi Hou, Lei Yu

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

FastVL: Fast Moving 3D Indoor Reconstruction System Based on SE(2) Constraint for Visual-Laser Fusion.

Junyi Hou, Zihao Pan, Lei Yu

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2023

2022

A high-quality voxel 3D reconstruction system for large scenes based on the branch and bound method.

Junyi Hou, Lei Yu, Shumin Fei

Expert Syst. Appl., 2022

2020

A highly robust automatic 3D reconstruction system based on integrated optimization by point line features.

Junyi Hou, Lei Yu, Shumin Fei

Eng. Appl. Artif. Intell., 2020

2019

3D Reconstruction system for collaborative scanning based on multiple RGB-D cameras.

Haonan Xu, Junyi Hou, Lei Yu, Shumin Fei

Pattern Recognit. Lett., 2019

Switching filtering method for interactive systems.

Junyi Hou, Lei Yu, Yifan Fang, Shumin Fei

J. Syst. Control. Eng., 2019

2018

Large-Screen Interactive Imaging System with Switching Federated Filter Method Based on 3D Sensor.

Lei Yu, Junyi Hou

Complex., 2018