Lei Hou

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 61

Top Topics

Open Information Extraction

Rotating Machinery

Supervised Learning

Fault Diagnosis

Top Venues

Adv. Eng. Informatics

Publications

Jinxin Liu, Shulin Cao, Jiaxin Shi, Tingjian Zhang, Lei Hou, Juanzi Li
Probing Structured Semantics Understanding and Generation of Language Models via Question Answering. CoRR (2024)
Peng Li, Di Hu, Lei Hou, Jiahao Wang, Youpeng Pan
Comprehensive Benefits Evaluation of Renewable Energy Based on Grey-DEMATEL and DQ-GRA. IEEE Access 12 (2024)
Jinhuan Liu, Lei Hou, Xu Yu, Xuemeng Song, Zhaochun Ren
Unifying heterogeneous and homogeneous relations for personalized compatibility modeling. Knowl. Based Syst. 290 (2024)
Ji Qi, Ming Ding, Weihan Wang, Yushi Bai, Qingsong Lv, Wenyi Hong, Bin Xu, Lei Hou, Juanzi Li, Yuxiao Dong, Jie Tang
CogCoM: Train Large Vision-Language Models Diving into Details through Chain of Manipulations. CoRR (2024)
Yushi Bai, Xin Lv, Jiajie Zhang, Yuze He, Ji Qi, Lei Hou, Jie Tang, Yuxiao Dong, Juanzi Li
LongAlign: A Recipe for Long Context Alignment of Large Language Models. CoRR (2024)
Jiajie Zhang, Shulin Cao, Linmei Hu, Ling Feng, Lei Hou, Juanzi Li
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases. CoRR (2024)
Dejun Xi, Lei Hou, Fei Wu, Yi Qin
Deep learning-based inpainting of high dynamic range fringe pattern for high-speed 3D measurement of industrial metal parts. Adv. Eng. Informatics 60 (2024)
Yuhong Jin, Lei Hou, Shun Zhong
Extended Dynamic Mode Decomposition with Invertible Dictionary Learning. Neural Networks 173 (2024)
Zijun Yao, Yantao Liu, Xin Lv, Shulin Cao, Jifan Yu, Juanzi Li, Lei Hou
KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding. ACL (Findings) (2023)
Yushi Bai, Xin Lv, Jiajie Zhang, Hongchang Lyu, Jiankai Tang, Zhidian Huang, Zhengxiao Du, Xiao Liu, Aohan Zeng, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding. CoRR (2023)
Hao Peng, Xiaozhi Wang, Feng Yao, Zimu Wang, Chuzhao Zhu, Kaisheng Zeng, Lei Hou, Juanzi Li
OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding. CoRR (2023)
Yushi Bai, Xin Lv, Juanzi Li, Lei Hou
Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization. ICML (2023)
Shulin Cao, Zijun Yao, Lei Hou, Juanzi Li
Language-independent Taxonomy Derivation from Wikipedia via Multi-task Adversarial Learning. Wikidata@ISWC (2023)
Dejun Xi, Lei Hou, Jun Luo, Fei Liu, Yi Qin
The meta-defect-detection system for gear pitting based on digital twin. Adv. Eng. Informatics 56 (2023)
Fangwei Zhu, Jifan Yu, Hailong Jin, Lei Hou, Juanzi Li, Zhifang Sui
Learn to Not Link: Exploring NIL Prediction in Entity Linking. ACL (Findings) (2023)
Shipeng Wang, Xiaoyu Wang, Shan Wang, Wen Yu, Longteng Yu, Lei Hou, Yao Tang, Zhang Zhang, Ni Yao, Chuan Cao, Hao Dong, Lei Zhang, Hujun Bao
Optical-Nanofiber-Enabled Gesture-Recognition Wristband for Human-Machine Interaction with the Assistance of Machine Learning. Adv. Intell. Syst. 5 (7) (2023)
Zijun Yao, Yuanyong Chen, Xin Lv, Shulin Cao, Amy Xin, Jifan Yu, Hailong Jin, Jianjun Xu, Peng Zhang, Lei Hou, Juanzi Li
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering. ACL (demo) (2023)
Shulin Cao, Jiajie Zhang, Jiaxin Shi, Xin Lv, Zijun Yao, Qi Tian, Juanzi Li, Lei Hou
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions. CoRR (2023)
Mengying Lu, Yuquan Wang, Jifan Yu, Yexing Du, Lei Hou, Juanzi Li
Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline. ACL (1) (2023)
Kai Yang, Lei Hou, Jianfeng Man, Qiaoyan Yu, Yu Li, Xinru Zhang, Jiaquan Liu
Supply reliability analysis of natural gas pipeline network based on demand-side economic loss risk. Reliab. Eng. Syst. Saf. 230 (2023)
Ji Qi, Chuchun Zhang, Xiaozhi Wang, Kaisheng Zeng, Jifan Yu, Jinxin Liu, Lei Hou, Juanzi Li, Xu Bin
Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction. EMNLP (2023)
Hao Peng, Xiaozhi Wang, Feng Yao, Kaisheng Zeng, Lei Hou, Juanzi Li, Zhiyuan Liu, Weixing Shen
The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation. CoRR (2023)
Jiajie Zhang, Shulin Cao, Tingjian Zhang, Xin Lv, Juanzi Li, Lei Hou, Jiaxin Shi, Qi Tian
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering. ACL (1) (2023)
Hao Peng, Xiaozhi Wang, Jianhui Chen, Weikai Li, Yunjia Qi, Zimu Wang, Zhili Wu, Kaisheng Zeng, Bin Xu, Lei Hou, Juanzi Li
When does In-context Learning Fall Short and Why? A Study on Specification-Heavy Tasks. CoRR (2023)
Ji Qi, Kaixuan Ji, Xiaozhi Wang, Jifan Yu, Kaisheng Zeng, Lei Hou, Juanzi Li, Bin Xu
Mastering the Task of Open Information Extraction with Large Language Models and Consistent Reasoning Environment. CoRR (2023)
Zheyuan Zhang, Jifan Yu, Juanzi Li, Lei Hou
Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach. CoRR (2023)
Hao Peng, Xiaozhi Wang, Feng Yao, Kaisheng Zeng, Lei Hou, Juanzi Li, Zhiyuan Liu, Weixing Shen
The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation. ACL (Findings) (2023)
Haiming Yi, Lei Hou, Yuhong Jin, Nasser A. Saeed
Time Series Diffusion Method: A Denoising Diffusion Probabilistic Model for Vibration Signal Generation. CoRR (2023)
Yushi Bai, Jiahao Ying, Yixin Cao, Xin Lv, Yuze He, Xiaozhi Wang, Jifan Yu, Kaisheng Zeng, Yijia Xiao, Haozhe Lyu, Jiayin Zhang, Juanzi Li, Lei Hou
Benchmarking Foundation Models with Language-Model-as-an-Examiner. CoRR (2023)
Zheyuan Zhang, Jifan Yu, Juanzi Li, Lei Hou
Exploring the Cognitive Knowledge Structure of Large Language Models: An Educational Diagnostic Assessment Approach. EMNLP (Findings) (2023)
Lei Hou, Dejun Xi, Jun Luo, Yi Qin
Deep learning-based correction of defocused fringe patterns for high-speed 3D measurement. Adv. Eng. Informatics 58 (2023)
Ji Qi, Jifan Yu, Teng Tu, Kunyu Gao, Yifan Xu, Xinyu Guan, Xiaozhi Wang, Bin Xu, Lei Hou, Juanzi Li, Jie Tang
GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation. CIKM (2023)
Shangqing Tu, Zheyuan Zhang, Jifan Yu, Chunyang Li, Siyu Zhang, Zijun Yao, Lei Hou, Juanzi Li
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts. CoRR (2023)
Hao Peng, Xiaozhi Wang, Feng Yao, Zimu Wang, Chuzhao Zhu, Kaisheng Zeng, Lei Hou, Juanzi Li
OmniEvent: A Comprehensive, Fair, and Easy-to-Use Toolkit for Event Understanding. EMNLP (Demos) (2023)
Shulin Cao, Jiajie Zhang, Jiaxin Shi, Xin Lv, Zijun Yao, Qi Tian, Lei Hou, Juanzi Li
Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions. EMNLP (Findings) (2023)
Yixiao Guo, Lei Hou, Zili Li, Yang He, Tianmin Xu, Yuru Pei
Weakly Supervised Learning Of Piecewise Rigid Transformation for Orthognathic Surgical Reconstruction of Dentofacial Deformity. ISBI (2023)
Ji Qi, Kaixuan Ji, Jifan Yu, Duokang Wang, Bin Xu, Lei Hou, Juanzi Li
BiLL-VTG: Bridging Large Language Models and Lightweight Visual Tools for Video-based Texts Generation. CoRR (2023)
Shangqing Tu, Zheyuan Zhang, Jifan Yu, Chunyang Li, Siyu Zhang, Zijun Yao, Lei Hou, Juanzi Li
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts. CIKM (2023)
Xiaozhi Wang, Hao Peng, Yong Guan, Kaisheng Zeng, Jianhui Chen, Lei Hou, Xu Han, Yankai Lin, Zhiyuan Liu, Ruobing Xie, Jie Zhou, Juanzi Li
MAVEN-Arg: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation. CoRR (2023)
Fangwei Zhu, Jifan Yu, Hailong Jin, Juanzi Li, Lei Hou, Zhifang Sui
Learn to Not Link: Exploring NIL Prediction in Entity Linking. CoRR (2023)
Yushi Bai, Jiahao Ying, Yixin Cao, Xin Lv, Yuze He, Xiaozhi Wang, Jifan Yu, Kaisheng Zeng, Yijia Xiao, Haozhe Lyu, Jiayin Zhang, Juanzi Li, Lei Hou
Benchmarking Foundation Models with Language-Model-as-an-Examiner. NeurIPS (2023)
Yuhong Jin, Lei Hou, Yushu Chen
A Time Series Transformer based method for the rotating machinery fault diagnosis. Neurocomputing 494 (2022)
Lei Hou, Yubo Liu, Jie Wu, Mengshu Hou
Prompt-based Few-shot Learning for Table-based Fact Verification. MLNLP (2022)
Yuhong Jin, Lei Hou, Ming Du, Yushu Chen
A Wavelet Transform and self-supervised learning-based framework for bearing fault diagnosis with limited labeled data. CoRR (2022)
Lei Hou, Nianmin Yao, Zhimao Lu, Furui Zhan, Zhimin Liu
Tracking Based Mix-Zone Location Privacy Evaluation in VANET. IEEE Trans. Veh. Technol. 70 (10) (2021)
Lei Hou, Jawwad Latif, Pouyan Mehryar, Ali Zulfiqur, Stephen Withers, Angelos Plastropoulos
IoT Based Smart Wheelchair for Elderly Healthcare Monitoring. ICCCS (2021)
Qinghui Zhang, Lei Hou, Pengtao Lv, Mengya Zhang, Hongwei Yang
Chinese Medical Entity Recognition Model Based on Character and Word Vector Fusion. Sci. Program. 2021 (2021)
Yuhong Jin, Lei Hou, Yushu Chen
A new rotating machinery fault diagnosis method based on the Time Series Transformer. CoRR (2021)
Qiaolin Yu, Xiaofei Liu, Sihui Li, Lei Hou, Chengdong Zhu, Ying Lin
Semantic-Based Sports Music Information Fusion and Retrieval in Wireless Sensor Networks. J. Sensors 2021 (2021)
Lei Hou, Yueling Pan, Jonathan J. H. Zhu
Impact of scientific, economic, geopolitical, and cultural factors on international research collaboration. J. Informetrics 15 (3) (2021)
Jiaquan Liu, Lei Hou, Xin Wang, Rui Zhang, Xingshen Sun, Lei Xu, Qiaoyan Yu
Explainable fault diagnosis of gas-liquid separator based on fully convolutional neural network. Comput. Chem. Eng. 155 (2021)
Ting Deng, Lei Hou, Ziyan Han
Keys as Features for Graph Entity Matching. ICDE (2020)
Yan Zhang, Hua Xu, Yunfeng Xu, Junhui Deng, Juan Gu, Rui Ma, Jie Lai, Jiangtao Hu, Xiaoshuai Yu, Lei Hou, Lidong Gu, Yanling Wei, Yichao Xiao, Junhao Lu
Finding structural hole spanners based on community forest model and diminishing marginal utility in large scale social networks. Knowl. Based Syst. 199 (2020)
Yue Yang, Yunping Chen, Lei Hou, Yan Chen, Yuan Sun, Xingfa Gu, Zhishen Wei
High Resolution Aerosol Retrieval Over Urban Surfaces Using Landsat 8 Oli. IGARSS (2020)
Cunshi Ma, Yunping Chen, Lei Hou, Baihui Li, Yan Chen, Yuan Sun, Xingfa Gu
Deep Learning for Vegetation Image Segmentation in LAI Measurement. IGARSS (2020)
Jawwad Latif, Pouyan Mehryar, Lei Hou, Ali Zulfiqur
An Efficient Data Compression Algorithm For Real-Time Monitoring Applications In Healthcare. ICCCS (2020)
Lei Hou, Xiaochao Su, Yushu Chen
Bifurcation Modes of Periodic Solution in a Duffing System Under Constant Force as Well as Harmonic Excitation. Int. J. Bifurc. Chaos 29 (13) (2019)
Yilin Wang, Hong Cheng, Lei Hou
c 2 AIDER : cognitive cloud exoskeleton system and its applications. Cogn. Comput. Syst. 1 (2) (2019)
Jing-Dong J. Han, Lei Hou, Na Sun, Chi Xu, Joseph McDermott, Dan Wang
The system capacity view of aging and longevity. Quant. Biol. 5 (3) (2017)
Jing Dai, Can Zhang, Shaoshuai Gao, Lei Hou
Irregular 8PSK mapping for variable length codes with small blocks in a BICM-ID system. EURASIP J. Wirel. Commun. Netw. 2015 (2015)
Shaoling Zhou, Lei Hou
Decoupled algorithm for solving Phan-Thien-Tanner viscoelastic fluid by finite element method. Comput. Math. Appl. 69 (5) (2015)
Lei Hou
Color Remote-sensing Image Segmentation Based on Improved Region Filter. J. Multim. 9 (9) (2014)
Lei Hou, Yushu Chen, Qingjie Cao
Nonlinear vibration phenomenon of an aircraft rub-impact rotor system due to hovering flight. Commun. Nonlinear Sci. Numer. Simul. 19 (1) (2014)
Yunbo Rao, Lei Hou, Zhihui Wang, Leiting Chen
Illumination-based nighttime video contrast enhancement using genetic algorithm. Multim. Tools Appl. 70 (3) (2014)
Di Su, Lei Hou, Chenyang Yang, Gang Wang, Ming Lei
Limited feedback orthogonal beamforming in coordinated multi-point systems. PIMRC (2012)
Lei Hou, Hai-Xin Duan, Jianping Wu
Distinguishing the Master to Defend DDoS Attack in Peer-to-Peer Networks. CIT (2010)
Lei Hou, Hai-Xin Duan, Jianping Wu
Selecting Trust Peers Based on Updated Credit Value in Peer-to-Peer Networks. Security and Management (2009)
Lei Hou, Hai-Xin Duan, Jianping Wu
Scheduling Peers Based on Credit Construction Period in Peer-to-Peer Networks. ICPADS (2008)
Kai Xia, Huiling Xue, Dong Dong, Shanshan Zhu, Jiamu Wang, Qingpeng Zhang, Lei Hou, Hua Chen, Ran Tao, Zheng Huang, Zheng Fu, Ye-Guang Chen, Jing-Dong J. Han
Identification of the Proliferation/Differentiation Switch in the Cellular Network of Multicellular Organisms. PLoS Comput. Biol. 2 (11) (2006)