Zhenyu Hou

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 28

Top Topics

Graph Representation

Data Processing

Top Venues

IEEE Trans. Knowl. Data Eng.

Proc. VLDB Endow.

Publications

Zhenyu Hou, Yilin Niu, Zhengxiao Du, Xiaohan Zhang, Xiao Liu, Aohan Zeng, Qinkai Zheng, Minlie Huang, Hongning Wang, Jie Tang, Yuxiao Dong
ChatGLM-RLHF: Practices of Aligning Large Language Models with Human Feedback. CoRR (2024)
Junjun Guo, Zhenyu Hou, Yantuan Xian, Zhengtao Yu
Progressive modality-complement aggregative multitransformer for domain multi-modal neural machine translation. Pattern Recognit. 149 (2024)
Zhenyu Hou, Haozhan Li, Yukuo Cen, Jie Tang, Yuxiao Dong
GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature Alignment. CoRR (2024)
Yifan Xu, Xiao Liu, Xinghan Liu, Zhenyu Hou, Yueyan Li, Xiaohan Zhang, Zihan Wang, Aohan Zeng, Zhengxiao Du, Wenyi Zhao, Jie Tang, Yuxiao Dong
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline. CoRR (2024)
Kangjia Zhou, Feng Gao, Zhenyu Hou, Xiangjian Meng
Power Conversion Internet of Things: Architecture, Key Technologies and Prospects. IEEE Trans. Ind. Informatics 20 (8) (2024)
Aohan Zeng, Bin Xu, Bowen Wang, Chenhui Zhang, Da Yin, Diego Rojas, Guanyu Feng, Hanlin Zhao, Hanyu Lai, Hao Yu, Hongning Wang, Jiadai Sun, Jiajie Zhang, Jiale Cheng, Jiayi Gui, Jie Tang, Jing Zhang, Juanzi Li, Lei Zhao, Lindong Wu, Lucen Zhong, Mingdao Liu, Minlie Huang, Peng Zhang, Qinkai Zheng, Rui Lu, Shuaiqi Duan, Shudan Zhang, Shulin Cao, Shuxun Yang, Weng Lam Tam, Wenyi Zhao, Xiao Liu, Xiao Xia, Xiaohan Zhang, Xiaotao Gu, Xin Lv, Xinghan Liu, Xinyi Liu, Xinyue Yang, Xixuan Song, Xunkai Zhang, Yifan An, Yifan Xu, Yilin Niu, Yuantao Yang, Yueyan Li, Yushi Bai, Yuxiao Dong, Zehan Qi, Zhaoyu Wang, Zhen Yang, Zhengxiao Du, Zhenyu Hou, Zihan Wang
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools. CoRR (2024)
Yufei He, Zhenyu Hou, Yukuo Cen, Feng He, Xu Cheng, Bryan Hooi
Generalizing Graph Transformers Across Diverse Graphs and Tasks via Pre-Training on Industrial-Scale Data. CoRR (2024)
Zhenyu Hou, Yukuo Cen, Yuxiao Dong, Jie Zhang, Jie Tang
Automated Unsupervised Graph Representation Learning. IEEE Trans. Knowl. Data Eng. 35 (3) (2023)
Zhenyu Hou, Yufei He, Yukuo Cen, Xiao Liu, Yuxiao Dong, Evgeny Kharlamov, Jie Tang
GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner. WWW (2023)
Zhenyu Hou, Yufei He, Yukuo Cen, Xiao Liu, Yuxiao Dong, Evgeny Kharlamov, Jie Tang
GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner. CoRR (2023)
Zuozhi Wang, Kai Zeng, Botong Huang, Wei Chen, Xiaozong Cui, Bo Wang, Ji Liu, Liya Fan, Dachuan Qu, Zhenyu Hou, Tao Guan, Chen Li, Jingren Zhou
Tempura: a general cost-based optimizer framework for incremental data processing (Journal Version). VLDB J. 32 (6) (2023)
Xiao Liu, Fanjin Zhang, Zhenyu Hou, Li Mian, Zhaoyu Wang, Jing Zhang, Jie Tang
Self-Supervised Learning: Generative or Contrastive. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Yukuo Cen, Zhenyu Hou, Yan Wang, Qibin Chen, Yizhen Luo, Zhongming Yu, Hengrui Zhang, Xingcheng Yao, Aohan Zeng, Shiguang Guo, Yuxiao Dong, Yang Yang, Peng Zhang, Guohao Dai, Yu Wang, Chang Zhou, Hongxia Yang, Jie Tang
CogDL: A Comprehensive Library for Graph Deep Learning. WWW (2023)
Xing Chen, Zhenyu Hou, Zhen Dong, Zhihua He
Performance Analysis of Wavenumber Domain Algorithms for Highly Squinted SAR. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Zhenyu Hou, Yukuo Cen, Ziding Liu, Dongxue Wu, Baoyan Wang, Xuanhe Li, Lei Hong, Jie Tang
MTDiag: An Effective Multi-Task Framework for Automatic Diagnosis. AAAI (2023)
Zhenyu Hou, Xiao Liu, Yukuo Cen, Yuxiao Dong, Hongxia Yang, Chunjie Wang, Jie Tang
GraphMAE: Self-Supervised Masked Graph Autoencoders. KDD (2022)
Zhenyu Hou, Xiao Liu, Yukuo Cen, Yuxiao Dong, Hongxia Yang, Chunjie Wang, Jie Tang
GraphMAE: Self-Supervised Masked Graph Autoencoders. CoRR (2022)
Fanjin Zhang, Jie Tang, Xueyi Liu, Zhenyu Hou, Yuxiao Dong, Jing Zhang, Xiao Liu, Ruobing Xie, Kai Zhuang, Xu Zhang, Leyu Lin, Philip S. Yu
Understanding WeChat User Preferences and "Wow" Diffusion. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Yukuo Cen, Zhenyu Hou, Yan Wang, Qibin Chen, Yizhen Luo, Xingcheng Yao, Aohan Zeng, Shiguang Guo, Peng Zhang, Guohao Dai, Yu Wang, Chang Zhou, Hongxia Yang, Jie Tang
CogDL: An Extensive Toolkit for Deep Learning on Graphs. CoRR (2021)
Chenhui Zhang, Yufei He, Yukuo Cen, Zhenyu Hou, Jie Tang
Improving the Training of Graph Neural Networks with Consistency Regularization. CoRR (2021)
Fanjin Zhang, Jie Tang, Xueyi Liu, Zhenyu Hou, Yuxiao Dong, Jing Zhang, Xiao Liu, Ruobing Xie, Kai Zhuang, Xu Zhang, Leyu Lin, Philip S. Yu
Understanding WeChat User Preferences and "Wow" Diffusion. CoRR (2021)
Bo Wang, Zhenyu Hou, Yangyu Tao, Yifeng Lu, Chao Li, Tao Guan, Xiaowei Jiang, Jinlei Jiang
Swift: Reliable and Low-Latency Data Processing at Cloud Scale. ICDE (2021)
Zuozhi Wang, Kai Zeng, Botong Huang, Wei Chen, Xiaozong Cui, Bo Wang, Ji Liu, Liya Fan, Dachuan Qu, Zhenyu Hou, Tao Guan, Chen Li, Jingren Zhou
Tempura: A General Cost Based Optimizer Framework for Incremental Data Processing (Extended Version). CoRR (2020)
Zuozhi Wang, Kai Zeng, Botong Huang, Wei Chen, Xiaozong Cui, Bo Wang, Ji Liu, Liya Fan, Dachuan Qu, Zhenyu Hou, Tao Guan, Chen Li, Jingren Zhou
Tempura: A General Cost-Based Optimizer Framework for Incremental Data Processing. Proc. VLDB Endow. 14 (1) (2020)
Zuozhi Wang, Kai Zeng, Botong Huang, Wei Chen, Xiaozong Cui, Bo Wang, Ji Liu, Liya Fan, Dachuan Qu, Zhenyu Hou, Tao Guan, Chen Li, Jingren Zhou
Grosbeak: A Data Warehouse Supporting Resource-Aware Incremental Computing. SIGMOD Conference (2020)
Xiao Liu, Fanjin Zhang, Zhenyu Hou, Zhaoyu Wang, Li Mian, Jing Zhang, Jie Tang
Self-supervised Learning: Generative or Contrastive. CoRR (2020)
Zhenyu Hou, Hui Luo, Zhen Dong
Detection of single and double persistent scatterers based on RELAX in SAR tomography. ICSPCC (2017)
Zhenyu Hou, Hui Luo, Zhen Dong
Detection of Single and Double PSs Based on Scattering Characteristic in SAR Tomography. CSPS (2017)
Chunbo Lai, Song Jiang, Liqiong Yang, Shiding Lin, Guangyu Sun, Zhenyu Hou, Can Cui, Jason Cong
Atlas: Baidu's key-value storage system for cloud data. MSST (2015)
Jian Ouyang, Shiding Lin, Jiang Song, Zhenyu Hou, Yong Wang, Yuanzheng Wang
SDF: software-defined flash for web-scale internet storage systems. ASPLOS (2014)
Jian Ouyang, Shiding Lin, Zhenyu Hou, Peng Wang, Yong Wang, Guangyu Sun
Active SSD design for energy-efficiency improvement of web-scale data analysis. ISLPED (2013)