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Zhenyu Hou
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2020 – today
- 2025
- [i18]Zhenyu Hou, Xin Lv, Rui Lu, Jiajie Zhang, Yujiang Li, Zijun Yao, Juanzi Li, Jie Tang, Yuxiao Dong:
Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling. CoRR abs/2501.11651 (2025) - [i17]Senming Tan, Zhenyu Hou, Zhihao Zhang, Long Xu, Mengke Zhang, Zhaoqi He, Chao Xu, Fei Gao, Yanjun Cao:
Real-time Spatial-temporal Traversability Assessment via Feature-based Sparse Gaussian Process. CoRR abs/2503.04134 (2025) - [i16]Chengxing Jia, Ziniu Li, Pengyuan Wang, Yi-Chen Li, Zhenyu Hou, Yuxiao Dong, Yang Yu:
Controlling Large Language Model with Latent Actions. CoRR abs/2503.21383 (2025) - 2024
- [j8]Junjun Guo, Zhenyu Hou
, Yantuan Xian, Zhengtao Yu:
Progressive modality-complement aggregative multitransformer for domain multi-modal neural machine translation. Pattern Recognit. 149: 110294 (2024) - [j7]Kangjia Zhou
Power Conversion Internet of Things: Architecture, Key Technologies and Prospects. IEEE Trans. Ind. Informatics 20(8): 10587-10598 (2024) - [c14]Wenhao Li, Zhenyu Hou, Shi Chang, Zhenhong Ye, Yihang Bao, Jingtong Zhao, Guan Ning Lin:
EpilepsyNet: A Self-Calibrating Deep Learning Network for Accurate and Robust Seizure Detection. BIBM 2024: 7086-7088 - [c13]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. EMNLP (Findings) 2024: 9733-9760 - [c12]Zhenyu Hou
Virtual Visual-Guided Domain-Shadow Fusion via Modal Exchanging for Domain-Specific Multi-Modal Neural Machine Translation. ACM Multimedia 2024: 4227-4235 - [i15]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 abs/2404.00934 (2024) - [i14]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 abs/2404.02893 (2024) - [i13]Zhenyu Hou, Haozhan Li, Yukuo Cen, Jie Tang, Yuxiao Dong:
GraphAlign: Pretraining One Graph Neural Network on Multiple Graphs via Feature Alignment. CoRR abs/2406.02953 (2024) - [i12]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 abs/2406.12793 (2024) - [i11]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 abs/2407.03953 (2024) - [i10]Jiajie Zhang, Zhongni Hou, Xin Lv, Shulin Cao, Zhenyu Hou, Yilin Niu, Lei Hou, Yuxiao Dong, Ling Feng, Juanzi Li:
LongReward: Improving Long-context Large Language Models with AI Feedback. CoRR abs/2410.21252 (2024) - [i9]Xiao Xia, Dan Zhang, Zibo Liao, Zhenyu Hou, Tianrui Sun, Jing Li, Ling Fu, Yuxiao Dong:
SceneGenAgent: Precise Industrial Scene Generation with Coding Agent. CoRR abs/2410.21909 (2024) - [i8]Zhenyu Hou, Pengfan Du, Yilin Niu, Zhengxiao Du, Aohan Zeng, Xiao Liu, Minlie Huang, Hongning Wang, Jie Tang, Yuxiao Dong:
Does RLHF Scale? Exploring the Impacts From Data, Model, and Method. CoRR abs/2412.06000 (2024) - 2023
- [j6]Xing Chen
Performance Analysis of Wavenumber Domain Algorithms for Highly Squinted SAR. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 1563-1575 (2023) - [j5]Xiao Liu
Self-Supervised Learning: Generative or Contrastive. IEEE Trans. Knowl. Data Eng. 35(1): 857-876 (2023) - [j4]Zhenyu Hou
Automated Unsupervised Graph Representation Learning. IEEE Trans. Knowl. Data Eng. 35(3): 2285-2298 (2023) - [j3]Zuozhi Wang, Kai Zeng, Botong Huang
Tempura: a general cost-based optimizer framework for incremental data processing (Journal Version). VLDB J. 32(6): 1315-1342 (2023) - [c11]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: 14241-14248 - [c10]Zhenyu Hou
GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner. WWW 2023: 737-746 - [c9]Yukuo Cen
CogDL: A Comprehensive Library for Graph Deep Learning. WWW 2023: 747-758 - [i7]Zhenyu Hou, Yufei He, Yukuo Cen, Xiao Liu, Yuxiao Dong, Evgeny Kharlamov, Jie Tang:
GraphMAE2: A Decoding-Enhanced Masked Self-Supervised Graph Learner. CoRR abs/2304.04779 (2023) - 2022
- [j2]Fanjin Zhang
Understanding WeChat User Preferences and "Wow" Diffusion. IEEE Trans. Knowl. Data Eng. 34(12): 6033-6046 (2022) - [c8]Zhenyu Hou, Xiao Liu, Yukuo Cen, Yuxiao Dong, Hongxia Yang, Chunjie Wang, Jie Tang:
GraphMAE: Self-Supervised Masked Graph Autoencoders. KDD 2022: 594-604 - [i6]Zhenyu Hou, Xiao Liu, Yukuo Cen, Yuxiao Dong, Hongxia Yang, Chunjie Wang, Jie Tang:
GraphMAE: Self-Supervised Masked Graph Autoencoders. CoRR abs/2205.10803 (2022) - 2021
- [c7]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: 2387-2398 - [i5]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 abs/2103.00959 (2021) - [i4]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 abs/2103.02930 (2021) - [i3]Chenhui Zhang, Yufei He, Yukuo Cen, Zhenyu Hou, Jie Tang:
Improving the Training of Graph Neural Networks with Consistency Regularization. CoRR abs/2112.04319 (2021) - 2020
- [j1]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): 14-27 (2020) - [c6]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: 2797-2800 - [i2]Xiao Liu, Fanjin Zhang, Zhenyu Hou, Zhaoyu Wang, Li Mian, Jing Zhang, Jie Tang:
Self-supervised Learning: Generative or Contrastive. CoRR abs/2006.08218 (2020) - [i1]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 abs/2009.13631 (2020)
2010 – 2019
- 2017
- [c5]Zhenyu Hou
Detection of Single and Double PSs Based on Scattering Characteristic in SAR Tomography. CSPS 2017: 1183-1190 - [c4]Zhenyu Hou
Detection of single and double persistent scatterers based on RELAX in SAR tomography. ICSPCC 2017: 1-6 - 2015
- [c3]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: 1-14 - 2014
- [c2]Jian Ouyang, Shiding Lin, Song Jiang, Zhenyu Hou, Yong Wang, Yuanzheng Wang:
SDF: software-defined flash for web-scale internet storage systems. ASPLOS 2014: 471-484 - 2013
- [c1]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: 286-291
Coauthor Index
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