Junyi Hou

32 papers A* 3Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
ProtegoFed: Backdoor-Free Federated Instruction Tuning with Interspersed Poisoned Data.
CoRR
Haodong Zhao, Jinming Hu, Zhaomin Wu, Zongru Wu, Wei Du, Junyi Hou, Caibei Zhao, Zhuosheng Zhang, Bingsheng He, Gongshen Liu
2026 J jnl
Self-Imitated Diffusion Policy for Efficient and Robust Visual Navigation.
CoRR
Runhua Zhang, Junyi Hou, Changxu Cheng, Qiyi Chen, Tao Wang, Wuyue Zhao
2025 J jnl
Dual Balanced Class-Incremental Learning With im-Softmax and Angular Rectification.
IEEE Trans. Neural Networks Learn. Syst.
Ruicong Zhi, Yicheng Meng, Junyi Hou, Jun Wan
2025 J jnl
Low Texture 3D Reconstruction System Based on Manhattan Axis and 2D/3D Line Features.
IEEE Trans. Circuits Syst. Video Technol.
Junyi Hou, Zihao Pan, Changjun Xu, Lei Yu
2025 A* conf
Model-based Large Language Model Customization as Service.
EMNLP
Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng He, Lixin Fan, Qiang Yang
2025 J jnl
PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing.
CoRR
Junyi Hou, Andre Huikai Lin, Nuo Chen, Yiwei Gong, Bingsheng He
2025 J jnl
RICH: Real-time Identification of negative Cycles for High-efficiency Arbitrage.
Proc. VLDB Endow.
Bingqiao Luo, Jiaxin Jiang, Yuhang Chen, Junyi Hou, Cheng Jun Tey, Ziyang Qiu, Bingsheng He, Spencer Xiao, Dominic Ong, Wee Howe Ang
2025 — conf
Semantically-Aware Exploration in Zero-Shot Object Goal Navigation via Bayesian Memory.
ITSC
Junyi Hou, Wenxin Zhu, Qinyuan Ren
2025 J jnl
Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly.
CoRR
Zhaomin Wu, Zhen Qin, Junyi Hou, Haodong Zhao, Qinbin Li, Bingsheng He, Lixin Fan
2025 J jnl
XtraGPT: LLMs for Human-AI Collaboration on Controllable Academic Paper Revision.
CoRR
Nuo Chen, Andre Huikai Lin, Jiaying Wu, Junyi Hou, Zining Zhang, Qian Wang, Xidong Wang, Bingsheng He
2024 — conf
A Two-layer Optimal Planning Method for Integrated Energy Systems based on Reinforcement Learning.
DTPI
Kaivuan Chen, Nan Zhang, Yanling Wu, Xinjiang Tang, Junyi Hou
2024 A* conf
Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data.
NeurIPS
Zhaomin Wu, Junyi Hou, Yiqun Diao, Bingsheng He
2024 J jnl
Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data.
CoRR
Zhaomin Wu, Junyi Hou, Yiqun Diao, Bingsheng He
2024 J jnl
High-precision offline mapping and localization system based on ground texture with binary descriptors.
Expert Syst. Appl.
Qiang Wang, Zihao Pan, Junyi Hou, Lei Yu
2024 J jnl
Hyperspectral Image Super-Resolution With ConvLSTM Skip-Connections.
IEEE Trans. Geosci. Remote. Sens.
Yinghao Xu, Junyi Hou, Xijun Zhu, Chao Wang, Haodong Shi, Jiayu Wang, Yingchao Li, Peng Ren
2024 J jnl
LLM-PBE: Assessing Data Privacy in Large Language Models.
CoRR
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
2024 J jnl
LLM-PBE: Assessing Data Privacy in Large Language Models.
Proc. VLDB Endow.
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
2024 — conf
Mapless Navigation in Factory Environments with Safe RL Approach.
ICSR + InnoBiz
Junyi Hou, Qinyuan Ren
2024 J jnl
Model-Based Differentially Private Knowledge Transfer for Large Language Models.
CoRR
Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng He, Lixin Fan, Qiang Yang
2024 A* conf
VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks.
ICLR
Zhaomin Wu, Junyi Hou, Bingsheng He
2023 J jnl
ARU-GAN: U-shaped GAN based on Attention and Residual connection for super-resolution reconstruction.
Comput. Biol. Medicine
Yuchao Lyu, Xi Jiang, Yinghao Xu, Junyi Hou, Xiaoyan Zhao, Xijun Zhu
2023 — conf
FastVL: Fast Moving 3D Indoor Reconstruction System Based on SE(2) Constraint for Visual-Laser Fusion.
ROBIO
Junyi Hou, Zihao Pan, Lei Yu
2023 J jnl
Large-Scale Dense Mapping System Based on Visual-Inertial Odometry and Densely Connected U-Net.
IEEE Trans. Instrum. Meas.
Chuanliu Fan, Junyi Hou, Lei Yu
2023 J jnl
Optimization RGB-D 3-D Reconstruction Algorithm Based on Dynamic SLAM.
IEEE Trans. Instrum. Meas.
Zihao Pan, Junyi Hou, Lei Yu
2023 — conf
Real-time 3D Semantic Instance Segmentation SLAM.
ROBIO
Zihao Pan, Junyi Hou, Lei Yu
2023 J jnl
Robust stereo inertial odometry based on self-supervised feature points.
Appl. Intell.
Guangqiang Li, Junyi Hou, Zhong Chen, Lei Yu, Shumin Fei
2023 J jnl
VertiBench: Advancing Feature Distribution Diversity in Vertical Federated Learning Benchmarks.
CoRR
Zhaomin Wu, Junyi Hou, Bingsheng He
2022 J jnl
A high-quality voxel 3D reconstruction system for large scenes based on the branch and bound method.
Expert Syst. Appl.
Junyi Hou, Lei Yu, Shumin Fei
2020 J jnl
A highly robust automatic 3D reconstruction system based on integrated optimization by point line features.
Eng. Appl. Artif. Intell.
Junyi Hou, Lei Yu, Shumin Fei
2019 J jnl
3D Reconstruction system for collaborative scanning based on multiple RGB-D cameras.
Pattern Recognit. Lett.
Haonan Xu, Junyi Hou, Lei Yu, Shumin Fei
2019 J jnl
Switching filtering method for interactive systems.
J. Syst. Control. Eng.
Junyi Hou, Lei Yu, Yifan Fang, Shumin Fei
2018 J jnl
Large-Screen Interactive Imaging System with Switching Federated Filter Method Based on 3D Sensor.
Complex.
Lei Yu, Junyi Hou