Kaibo Liu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 61

Top Topics

Code Generation

Sampling Strategy

Top Venues

IEEE Trans Autom. Sci. Eng.

IEEE Trans. Reliab.

Publications

Kaibo Liu, Yiyang Liu, Zhenpeng Chen, Jie M. Zhang, Yudong Han, Yun Ma, Ge Li, Gang Huang
LLM-Powered Test Case Generation for Detecting Tricky Bugs. CoRR (2024)
Haijie Xu, Xiaochen Xian, Chen Zhang, Kaibo Liu
Partially-Observable Sequential Change-Point Detection for Autocorrelated Data via Upper Confidence Region. CoRR (2024)
Di Wang, Kaibo Liu
An Integrated Deep Learning-Based Data Fusion and Degradation Modeling Method for Improving Prognostics. IEEE Trans Autom. Sci. Eng. 21 (2) (2024)
Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. CoRR (2024)
Kaibo Liu, Yudong Han, Yiyang Liu, Jie M. Zhang, Zhenpeng Chen, Federica Sarro, Gang Huang, Yun Ma
TrickyBugs: A Dataset of Corner-case Bugs in Plausible Programs. MSR (2024)
Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Zhi Jin, Hao Zhu, Huanyu Liu, Kaibo Liu, Lecheng Wang, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yihong Dong, Yuqi Zhu, Bin Gu, Mengfei Yang
DevEval: Evaluating Code Generation in Practical Software Projects. CoRR (2024)
Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li, Bin Gu, Mengfei Yang
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. ACL (Findings) (2024)
Di Wang, Fangyu Li, Kaibo Liu, Xi Zhang
Real-time Cyber-Physical Security Solution Leveraging an Integrated Learning-Based Approach. ACM Trans. Sens. Networks 20 (2) (2024)
Ying Fu, Ye Kwon Huh, Kaibo Liu
Degradation Modeling and Prognostic Analysis Under Unknown Failure Modes. CoRR (2024)
Ziqian Zheng, Wei Zhao, Brock Hable, Yutao Gong, Xuan Wang, Robert W. Shannon, Kaibo Liu
Transfer Learning-Based Independent Component Analysis. IEEE Trans Autom. Sci. Eng. 21 (1) (2024)
Honghan Ye, Ziqian Zheng, Jing-Ru C. Cheng, Brock Hable, Kaibo Liu
Online monitoring of high-dimensional asynchronous and heterogeneous data streams for shifts in location and scale. Int. J. Prod. Res. 62 (3) (2024)
Hanyu Zhao, Zhi Yang, Yu Cheng, Chao Tian, Shiru Ren, Wencong Xiao, Man Yuan, Langshi Chen, Kaibo Liu, Yang Zhang, Yong Li, Wei Lin
GoldMiner: Elastic Scaling of Training Data Pre-Processing Pipelines for Deep Learning. Proc. ACM Manag. Data 1 (2) (2023)
He Zhang, Liang Zhang, Ang Lin, Congcong Xu, Ziyu Li, Kaibo Liu, Boxiang Liu, Xiaopin Ma, Fanfan Zhao, Huiling Jiang, Chunxiu Chen, Haifa Shen, Hangwen Li, David H. Mathews, Yujian Zhang, Liang Huang
Algorithm for optimized mRNA design improves stability and immunogenicity. Nat. 621 (7978) (2023)
Kaibo Liu, Yudong Han, Jie M. Zhang, Zhenpeng Chen, Federica Sarro, Mark Harman, Gang Huang, Yun Ma
Who Judges the Judge: An Empirical Study on Online Judge Tests. ISSTA (2023)
Fan-Tien Cheng, Chia-Yen Lee, Min-Hsiung Hung, Lars Mönch, James R. Morrison, Kaibo Liu
Special Issue on Automation Analytics Beyond Industry 4.0: From Hybrid Strategy to Zero-Defect Manufacturing. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Minhee Kim, Changyue Song, Kaibo Liu
Individualized Degradation Modeling and Prognostics in a Heterogeneous Group via Incorporating Intrinsic Covariate Information. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Kaibo Liu, Wangli Zheng, Huasong Min, Yunhan Lin
Multi-stage Objective Function Optimized Hand-Eye Self-calibration of Robot in Autonomous Environment. BIC-TA (2022)
Honghan Ye, Kaibo Liu
A Generic Online Nonparametric Monitoring and Sampling Strategy for High-Dimensional Heterogeneous Processes. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Kaibo Liu, Xiaozhuo Gu, Peixin Ren, Xuwen Nie
Speedy Error Reconciliation. IACR Cryptol. ePrint Arch. 2022 (2022)
Changyue Song, Ziqian Zheng, Kaibo Liu
Building Local Models for Flexible Degradation Modeling and Prognostics. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Di Wang, Kaibo Liu, Xi Zhang
A Generic Indirect Deep Learning Approach for Multisensor Degradation Modeling. IEEE Trans Autom. Sci. Eng. 19 (3) (2022)
Zhan Ma, Shu Wang, Minhee Kim, Kaibo Liu, Chun-Long Chen, Wenxiao Pan
Transfer Learning of Memory Kernels in Coarse-grained Modeling. CoRR (2021)
Changyue Song, Kaibo Liu, Xi Zhang
Collusion Detection and Ground Truth Inference in Crowdsourcing for Labeling Tasks. J. Mach. Learn. Res. 22 (2021)
Minhee Kim, Kaibo Liu
A Bayesian deep learning framework for interval estimation of remaining useful life in complex systems by incorporating general degradation characteristics. IISE Trans. 53 (3) (2021)
Xiaochen Xian, Honghan Ye, Xin Wang, Kaibo Liu
Spatiotemporal Modeling and Real-Time Prediction of Origin-Destination Traffic Demand. Technometrics 63 (1) (2021)
Honghan Ye, Xi Wang, Kaibo Liu
Adaptive Preventive Maintenance for Flow Shop Scheduling With Resumable Processing. IEEE Trans Autom. Sci. Eng. 18 (1) (2021)
Sizhen Li, He Zhang, Liang Zhang, Kaibo Liu, Boxiang Liu, David H. Mathews, Liang Huang
LinearTurboFold: Linear-time global prediction of conserved structures for RNA homologs with applications to SARS-CoV-2. Proc. Natl. Acad. Sci. USA 118 (52) (2021)
Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Liang Huang
Opportunistic Decoding with Timely Correction for Simultaneous Translation. CoRR (2020)
Baigong Zheng, Kaibo Liu, Renjie Zheng, Mingbo Ma, Hairong Liu, Liang Huang
Simultaneous Translation Policies: From Fixed to Adaptive. ACL (2020)
Liang Huang, He Zhang, Dezhong Deng, Kai Zhao, Kaibo Liu, David A. Hendrix, David H. Mathews
LinearFold: linear-time approximate RNA folding by 5'-to-3' dynamic programming and beam search. CoRR (2020)
Mingbo Ma, Baigong Zheng, Kaibo Liu, Renjie Zheng, Hairong Liu, Kainan Peng, Kenneth Church, Liang Huang
Incremental Text-to-Speech Synthesis with Prefix-to-Prefix Framework. EMNLP (Findings) (2020)
Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Jiahong Yuan, Kenneth Church, Liang Huang
Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training. CoRR (2020)
Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Jiahong Yuan, Kenneth Church, Liang Huang
Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training. EMNLP (Findings) (2020)
Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Liang Huang
Opportunistic Decoding with Timely Correction for Simultaneous Translation. ACL (2020)
Baigong Zheng, Kaibo Liu, Renjie Zheng, Mingbo Ma, Hairong Liu, Liang Huang
Simultaneous Translation Policies: From Fixed to Adaptive. CoRR (2020)
Di Wang, Kaibo Liu, Xi Zhang, Hui Wang
Spatiotemporal Multitask Learning for 3-D Dynamic Field Modeling. IEEE Trans Autom. Sci. Eng. 17 (2) (2020)
Di Wang, Kaibo Liu, Xi Zhang
Spatiotemporal Thermal Field Modeling Using Partial Differential Equations With Time-Varying Parameters. IEEE Trans Autom. Sci. Eng. 17 (2) (2020)
Abdallah A. Chehade, Kaibo Liu
Structural Degradation Modeling Framework for Sparse Data Sets With an Application on Alzheimer's Disease. IEEE Trans Autom. Sci. Eng. 16 (1) (2019)
Minhee Kim, Changyue Song, Kaibo Liu
A Generic Health Index Approach for Multisensor Degradation Modeling and Sensor Selection. IEEE Trans Autom. Sci. Eng. 16 (3) (2019)
Mingbo Ma, Baigong Zheng, Kaibo Liu, Renjie Zheng, Hairong Liu, Kainan Peng, Kenneth Church, Liang Huang
Incremental Text-to-Speech Synthesis with Prefix-to-Prefix Framework. CoRR (2019)
Xiaochen Xian, Jian Li, Kaibo Liu
Causation-Based Monitoring and Diagnosis for Multivariate Categorical Processes With Ordinal Information. IEEE Trans Autom. Sci. Eng. 16 (2) (2019)
Changyue Song, Kaibo Liu, Xi Zhang
A generic framework for multisensor degradation modeling based on supervised classification and failure surface. IISE Trans. 51 (11) (2019)
Liang Huang, He Zhang, Dezhong Deng, Kai Zhao, Kaibo Liu, David A. Hendrix, David H. Mathews
LinearFold: linear-time approximate RNA folding by 5'-to-3' dynamic programming and beam search. Bioinform. 35 (14) (2019)
Mingbo Ma, Liang Huang, Hao Xiong, Renjie Zheng, Kaibo Liu, Baigong Zheng, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Hua Wu, Haifeng Wang
STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix Framework. ACL (1) (2019)
Tianshu Feng, Xiaoning Qian, Kaibo Liu, Shuai Huang
Dynamic Inspection of Latent Variables in State-Space Systems. IEEE Trans Autom. Sci. Eng. 16 (3) (2019)
Di Wang, Kaibo Liu, Xi Zhang
Modeling of a three-dimensional dynamic thermal field under grid-based sensor networks in grain storage. IISE Trans. 51 (5) (2019)
Ying Lin, Kaibo Liu, Eunshin Byon, Xiaoning Qian, Shan Liu, Shuai Huang
A Collaborative Learning Framework for Estimating Many Individualized Regression Models in a Heterogeneous Population. IEEE Trans. Reliab. 67 (1) (2018)
Xiaochen Xian, Andi Wang, Kaibo Liu
A Nonparametric Adaptive Sampling Strategy for Online Monitoring of Big Data Streams. Technometrics 60 (1) (2018)
Mingbo Ma, Liang Huang, Hao Xiong, Kaibo Liu, Chuanqiang Zhang, Zhongjun He, Hairong Liu, Xing Li, Haifeng Wang
STACL: Simultaneous Translation with Integrated Anticipation and Controllable Latency. CoRR (2018)
Changyue Song, Kaibo Liu, Xi Zhang
Integration of Data-Level Fusion Model and Kernel Methods for Degradation Modeling and Prognostic Analysis. IEEE Trans. Reliab. 67 (2) (2018)
Li Hao, Kaibo Liu, Nagi Gebraeel, Jianjun Shi
Controlling the Residual Life Distribution of Parallel Unit Systems Through Workload Adjustment. IEEE Trans Autom. Sci. Eng. 14 (2) (2017)
Xiaochen Xian, Andi Wang, Kaibo Liu
A nonparametric adaptive sampling strategy for online monitoring of big data streams. CASE (2017)
Kaibo Liu, Abdallah A. Chehade, Changyue Song
Optimize the Signal Quality of the Composite Health Index via Data Fusion for Degradation Modeling and Prognostic Analysis. IEEE Trans Autom. Sci. Eng. 14 (3) (2017)
Abdallah A. Chehade, Scott Bonk, Kaibo Liu
Sensory-Based Failure Threshold Estimation for Remaining Useful Life Prediction. IEEE Trans. Reliab. 66 (3) (2017)
Cheng Zhou, Kaibo Liu, Xi Zhang, Weidong Zhang, Jianjun Shi
An Automatic Process Monitoring Method Using Recurrence Plot in Progressive Stamping Processes. IEEE Trans Autom. Sci. Eng. 13 (2) (2016)
Changyue Song, Kaibo Liu, Xi Zhang, Lili Chen, Xiaochen Xian
An Obstructive Sleep Apnea Detection Approach Using a Discriminative Hidden Markov Model From ECG Signals. IEEE Trans. Biomed. Eng. 63 (7) (2016)
Hao Yan, Kaibo Liu, Xi Zhang, Jianjun Shi
Multiple Sensor Data Fusion for Degradation Modeling and Prognostics Under Multiple Operational Conditions. IEEE Trans. Reliab. 65 (3) (2016)
Kaibo Liu, Shuai Huang
Integration of Data Fusion Methodology and Degradation Modeling Process to Improve Prognostics. IEEE Trans Autom. Sci. Eng. 13 (1) (2016)
Kang Zhao, Yao Xie, Kwok-Leung Tsui, Qingming Wei, Wenpo Huang, Wei Jiang, Yanting Li, Su Gon Cho, Seoung Bum Kim, Kaibo Liu, Jianjun Shi, Youngseon Jeong, Byunghoon Kim, Seung Hoon Tong, In-Kap Chang, Myong Kee Jeong, Florent Charruaud, Lishuai Li
System Informatics: From Methodology to Applications. IEEE Intell. Syst. 30 (6) (2015)
Kaibo Liu, Yajun Mei, Jianjun Shi
An Adaptive Sampling Strategy for Online High-Dimensional Process Monitoring. Technometrics 57 (3) (2015)
Ying Lin, Kaibo Liu, Eunshin Byon, Xiaoning Qian, Shuai Huang
Domain-Knowledge Driven Cognitive Degradation Modeling for Alzheimer's Disease. SDM (2015)
Kaibo Liu, Xi Zhang, Jianjun Shi
Adaptive Sensor Allocation Strategy for Process Monitoring and Diagnosis in a Bayesian Network. IEEE Trans Autom. Sci. Eng. 11 (2) (2014)
Kaibo Liu, Nagi Gebraeel, Jianjun Shi
A Data-Level Fusion Model for Developing Composite Health Indices for Degradation Modeling and Prognostic Analysis. IEEE Trans Autom. Sci. Eng. 10 (3) (2013)