Keli Xiao

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 40

Top Topics

Stochastic Processes

Event Extraction

Simulated Annealing

Top Venues

IEEE Trans. Knowl. Data Eng.

ACM Trans. Inf. Syst.

Publications

Qizhi Wan, Changxuan Wan, Keli Xiao, Kun Lu, Chenliang Li, Xiping Liu, Dexi Liu
Dependency Structure-Enhanced Graph Attention Networks for Event Detection. AAAI (2024)
Qizhi Wan, Changxuan Wan, Keli Xiao, Hui Xiong, Dexi Liu, Xiping Liu, Rong Hu
Token-Event-Role Structure-Based Multi-Channel Document-Level Event Extraction. ACM Trans. Inf. Syst. 42 (4) (2024)
Yitao Zhang, Changxuan Wan, Keli Xiao, Qizhi Wan, Dexi Liu, Xiping Liu
rHDP: An Aspect Sharing-Enhanced Hierarchical Topic Model for Multi-Domain Corpus. ACM Trans. Inf. Syst. 42 (3) (2024)
Qizhi Wan, Changxuan Wan, Keli Xiao, Rong Hu, Dexi Liu, Xiping Liu
CFERE: Multi-type Chinese financial event relation extraction. Inf. Sci. 630 (2023)
Dazhong Shen, Hengshu Zhu, Keli Xiao, Xi Zhang, Hui Xiong
Exploiting Connections among Personality, Job Position, and Work Behavior: Evidence from Joint Bayesian Learning. ACM Trans. Manag. Inf. Syst. 14 (3) (2023)
Qizhi Wan, Changxuan Wan, Keli Xiao, Hui Xiong, Dexi Liu, Xiping Liu
Token-Event-Role Structure-based Multi-Channel Document-Level Event Extraction. CoRR (2023)
Qizhi Wan, Changxuan Wan, Keli Xiao, Rong Hu, Dexi Liu
A Multi-channel Hierarchical Graph Attention Network for Open Event Extraction. ACM Trans. Inf. Syst. 41 (1) (2023)
Qizhi Wan, Changxuan Wan, Keli Xiao, Dexi Liu, Chenliang Li, Bolong Zheng, Xiping Liu, Rong Hu
Joint Document-Level Event Extraction via Token-Token Bidirectional Event Completed Graph. ACL (1) (2023)
Pengzhan Guo, Keli Xiao, Hengshu Zhu, Qingxin Meng
Preference-Constrained Career Path Optimization: An Exploration Space-Aware Stochastic Model. ICDM (2023)
Yue Qu, Chuanren Liu, Kai Zhang, Keli Xiao, Bo Jin, Hui Xiong
Diagnostic Sparse Connectivity Networks With Regularization Template. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Kaiyu Huang, Keli Xiao, Fengran Mo, Bo Jin, Zhuang Liu, Degen Huang
Domain-Aware Word Segmentation for Chinese Language: A Document-Level Context-Aware Model. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21 (2) (2022)
Qizhi Wan, Changxuan Wan, Keli Xiao, Dexi Liu, Qing Liu, Jiangling Deng, Wenkang Luo, Rong Hu
Construction of a Chinese Corpus for Multi-Type Economic Event Relation. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21 (6) (2022)
Qingxin Meng, Keli Xiao, Dazhong Shen, Hengshu Zhu, Hui Xiong
Fine-Grained Job Salary Benchmarking with a Nonparametric Dirichlet Process-Based Latent Factor Model. INFORMS J. Comput. 34 (5) (2022)
Pengzhan Guo, Zeyang Ye, Keli Xiao, Wei Zhu
Weighted Aggregating Stochastic Gradient Descent for Parallel Deep Learning. IEEE Trans. Knowl. Data Eng. 34 (10) (2022)
Chao Wang, Hengshu Zhu, Qiming Hao, Keli Xiao, Hui Xiong
Variable Interval Time Sequence Modeling for Career Trajectory Prediction: Deep Collaborative Perspective. WWW (2021)
Pengzhan Guo, Keli Xiao, Zeyang Ye, Wei Zhu
Route Optimization via Environment-Aware Deep Network and Reinforcement Learning. CoRR (2021)
Pengzhan Guo, Keli Xiao, Zeyang Ye, Wei Zhu
Route Optimization via Environment-Aware Deep Network and Reinforcement Learning. ACM Trans. Intell. Syst. Technol. 12 (6) (2021)
Zhuang Liu, Keli Xiao, Bo Jin, Kaiyu Huang, Degen Huang, Yunxia Zhang
Unified Generative Adversarial Networks for Multiple-Choice Oriented Machine Comprehension. ACM Trans. Intell. Syst. Technol. 11 (3) (2020)
Zhenya Huang, Qi Liu, Yuying Chen, Le Wu, Keli Xiao, Enhong Chen, Haiping Ma, Guoping Hu
Learning or Forgetting? A Dynamic Approach for Tracking the Knowledge Proficiency of Students. ACM Trans. Inf. Syst. 38 (2) (2020)
Bo Jin, Ke Cheng, Yue Qu, Liang Zhang, Keli Xiao, Xinjiang Lu, Xiaopeng Wei
Fast Sparse Connectivity Network Adaption via Meta-Learning. ICDM (2020)
Changxuan Wan, Yun Peng, Keli Xiao, Xiping Liu, Tengjiao Jiang, Dexi Liu
An association-constrained LDA model for joint extraction of product aspects and opinions. Inf. Sci. 519 (2020)
Pengzhan Guo, Zeyang Ye, Keli Xiao, Wei Zhu
Weighted Aggregating Stochastic Gradient Descent for Parallel Deep Learning. CoRR (2020)
Yang An, Yakun Mao, Liang Zhang, Bo Jin, Keli Xiao, Xiaopeng Wei, Jun Yan
RAHM: Relation augmented hierarchical multi-task learning framework for reasonable medication stocking. J. Biomed. Informatics 108 (2020)
Keli Xiao, Zeyang Ye, Lihao Zhang, Wenjun Zhou, Yong Ge, Yuefan Deng
Multi-User Mobile Sequential Recommendation for Route Optimization. ACM Trans. Knowl. Discov. Data 14 (5) (2020)
Shibo Yao, Dantong Yu, Keli Xiao
Enhancing Domain Word Embedding via Latent Semantic Imputation. KDD (2019)
Pengzhan Guo, Zeyang Ye, Keli Xiao
A Weighted Aggregating SGD for Scalable Parallelization in Deep Learning. ICDM (2019)
Qingxin Meng, Hengshu Zhu, Keli Xiao, Le Zhang, Hui Xiong
A Hierarchical Career-Path-Aware Neural Network for Job Mobility Prediction. KDD (2019)
Lihao Zhang, Zeyang Ye, Keli Xiao, Bo Jin
A Parallel Simulated Annealing Enhancement of the Optimal-Matching Heuristic for Ridesharing. ICDM (2019)
Zeyang Ye, Keli Xiao, Yong Ge, Yuefan Deng
Applying Simulated Annealing and Parallel Computing to the Mobile Sequential Recommendation. IEEE Trans. Knowl. Data Eng. 31 (2) (2019)
Jinwen Sun, Keli Xiao, Chuanren Liu, Wenjun Zhou, Hui Xiong
Exploiting intra-day patterns for market shock prediction: A machine learning approach. Expert Syst. Appl. 127 (2019)
Shibo Yao, Dantong Yu, Keli Xiao
Enhancing Domain Word Embedding via Latent Semantic Imputation. CoRR (2019)
Wenjun Zhou, Hui Xiong, Lian Duan, Keli Xiao, Robert W. Mee
Paradoxical Correlation Pattern Mining. IEEE Trans. Knowl. Data Eng. 30 (8) (2018)
Liang Zhang, Keli Xiao, Hengshu Zhu, Chuanren Liu, Jingyuan Yang, Bo Jin
CADEN: A Context-Aware Deep Embedding Network for Financial Opinions Mining. ICDM (2018)
Zeyang Ye, Lihao Zhang, Keli Xiao, Wenjun Zhou, Yong Ge, Yuefan Deng
Multi-User Mobile Sequential Recommendation: An Efficient Parallel Computing Paradigm. KDD (2018)
Zeyang Ye, Keli Xiao, Yuefan Deng
A Unified Theory of the Mobile Sequential Recommendation Problem. ICDM (2018)
Keli Xiao, Qi Liu, Chuanren Liu, Hui Xiong
Price Shock Detection With an Influence-Based Model of Social Attention. ACM Trans. Manag. Inf. Syst. 9 (1) (2018)
Qingxin Meng, Hengshu Zhu, Keli Xiao, Hui Xiong
Intelligent Salary Benchmarking for Talent Recruitment: A Holistic Matrix Factorization Approach. ICDM (2018)
Hao Chen, Keli Xiao, Jinwen Sun, Song Wu
A Double-Layer Neural Network Framework for High-Frequency Forecasting. ACM Trans. Manag. Inf. Syst. 7 (4) (2017)
Chuanren Liu, Hui Xiong, Spiros Papadimitriou, Yong Ge, Keli Xiao
A Proactive Workflow Model for Healthcare Operation and Management. IEEE Trans. Knowl. Data Eng. 29 (3) (2017)
Li Zhang, Liang Zhang, Keli Xiao, Qi Liu
Forecasting price shocks with social attention and sentiment analysis. ASONAM (2016)
Zeyang Ye, Keli Xiao, Yuefan Deng
Investigation of Simulated Annealing Cooling Schedule for Mobile Recommendations. ICDM Workshops (2015)
Li Zhang, Keli Xiao, Qi Liu, Yefan Tao, Yuefan Deng
Modeling Social Attention for Stock Analysis: An Influence Propagation Perspective. ICDM (2015)
Junhua Hu, Keli Xiao, Xiaohong Chen, Yongmei Liu
Interval type-2 hesitant fuzzy set and its application in multi-criteria decision making. Comput. Ind. Eng. 87 (2015)
Chuanren Liu, Yong Ge, Hui Xiong, Keli Xiao, Wei Geng, Matt Perkins
Proactive workflow modeling by stochastic processes with application to healthcare operation and management. KDD (2014)
Liuzhi Yin, Yong Ge, Keli Xiao, Xuehua Wang, Xiaojun Quan
Feature selection for high-dimensional imbalanced data. Neurocomputing 105 (2013)
Wenjun Zhou, Keli Xiao, Fei Song
Dynamic Rank Correlation Computing for Financial Risk Analysis. KSEM (2011)
Yong Ge, Hui Xiong, Alexander Tuzhilin, Keli Xiao, Marco Gruteser, Michael J. Pazzani
An energy-efficient mobile recommender system. KDD (2010)
Jinlin Chen, Keli Xiao
BISC: A bitmap itemset support counting approach for efficient frequent itemset mining. ACM Trans. Knowl. Discov. Data 4 (3) (2010)
Jinlin Chen, Keli Xiao
Perception-oriented online news extraction. JCDL (2008)