Hengshu Zhu

2026

doi dblp
Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-aware General Neural Network Framework.
Ziwen Wang|Jingyuan Wang|Haiping Ma|Hengshu Zhu|Shangshang Yang|Xiaoshan Yu|Shuhuan Liu|Haifeng Zhang|Xingyi Zhang
ACM Transactions on Intelligent Systems and Technology (TIST) 2026 Volume 17 Issue 2
doi dblp
AI-driven skill keyword suggestion for multi-round interviews: A graph-based topic approach.
Yuhan Su|Hongke Zhao|Chuan Qin|Dazhong Shen|Hengshu Zhu
Information Processing and Management 2026 Volume 63 Issue 5
doi dblp
ARADD: An Automatic Real-World API Discovery and Deployment Framework for AI Guide Service in Baidu Map.
Fuling Wang|Le Zhang|Jingbo Zhou|Jindong Han|Ying Sun|Chuan Qin|Hengshu Zhu|Hui Xiong
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

doi dblp
Market-aware Long-term Job Skill Recommendation with Explainable Deep Reinforcement Learning.
Ying Sun|Yang Ji|Hengshu Zhu|Fuzhen Zhuang|Qing He|Hui Xiong
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 2
doi dblp
Enhancing job recommendations with LLM-based resume completion: A behavior-denoised alignment approach.
Chen Zhu|Xiao Hu|Han Wu|Chuan Qin|Hengshu Zhu|Hui Xiong
Information Processing and Management 2025 Volume 62 Issue 6

2024

doi dblp
Automatic Skill-Oriented Question Generation and Recommendation for Intelligent Job Interviews.
Chuan Qin|Hengshu Zhu|Dazhong Shen|Ying Sun|Kaichun Yao|Peng Wang|Hui Xiong
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 1
doi dblp
SetRank: A Setwise Bayesian Approach for Collaborative Ranking in Recommender System.
Chao Wang|Hengshu Zhu|Chen Zhu|Chuan Qin|Enhong Chen|Hui Xiong
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 2
doi dblp
Contextualized Knowledge Graph Embedding for Explainable Talent Training Course Recommendation.
Yang Yang|Chubing Zhang|Xin Song|Zheng Dong|Hengshu Zhu|Wenjie Li
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 2
doi dblp
Towards Unified Representation Learning for Career Mobility Analysis with Trajectory Hypergraph.
Rui Zha|Ying Sun|Chuan Qin|Le Zhang|Tong Xu|Hengshu Zhu|Enhong Chen
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 4
doi dblp
A survey on large language models for recommendation.
Likang Wu|Zhi Zheng|Zhaopeng Qiu|Hao Wang|Hongchao Gu|Tingjia Shen|Chuan Qin|Chen Zhu|Hengshu Zhu|Qi Liu|Hui Xiong|Enhong Chen
World Wide Web (WWW) 2024 Volume 27 Issue 5
doi dblp
MIRROR: A Multi-View Reciprocal Recommender System for Online Recruitment.
Zhi Zheng|Xiao Hu|Shanshan Gao|Hengshu Zhu|Hui Xiong
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
Collaboration-Aware Hybrid Learning for Knowledge Development Prediction.
Liyi Chen|Chuan Qin|Ying Sun|Xin Song|Tong Xu|Hengshu Zhu|Hui Xiong
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
HD-KT: Advancing Robust Knowledge Tracing via Anomalous Learning Interaction Detection.
Haiping Ma|Yong Yang|Chuan Qin|Xiaoshan Yu|Shangshang Yang|Xingyi Zhang|Hengshu Zhu
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Harnessing Large Language Models for Text-Rich Sequential Recommendation.
Zhi Zheng|Wenshuo Chao|Zhaopeng Qiu|Hengshu Zhu|Hui Xiong
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2023

doi dblp
Forecasting movements of stock time series based on hidden state guided deep learning approach.
Junji Jiang|Likang Wu|Hongke Zhao|Hengshu Zhu|Wei Zhang
Information Processing and Management 2023 Volume 60 Issue 3
doi dblp
Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph.
Chenguang Du|Kaichun Yao|Hengshu Zhu|Deqing Wang|Fuzhen Zhuang|Hui Xiong
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023

2022

doi dblp
Exploring the Risky Travel Area and Behavior of Car-hailing Service.
Hongting Niu|Hengshu Zhu|Ying Sun|Xinjiang Lu|Jing Sun|Zhiyuan Zhao|Hui Xiong|Bo Lang
ACM Transactions on Intelligent Systems and Technology (TIST) 2022 Volume 13 Issue 1
doi dblp
Joint Representation Learning with Relation-Enhanced Topic Models for Intelligent Job Interview Assessment.
Dazhong Shen|Chuan Qin|Hengshu Zhu|Tong Xu|Enhong Chen|Hui Xiong
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 1
doi dblp
Personalized and Explainable Employee Training Course Recommendations: A Bayesian Variational Approach.
Chao Wang|Hengshu Zhu|Peng Wang|Chen Zhu|Xi Zhang|Enhong Chen|Hui Xiong
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 4
doi dblp
Outside In: Market-aware Heterogeneous Graph Neural Network for Employee Turnover Prediction.
Jinquan Hang|Zheng Dong|Hongke Zhao|Xin Song|Peng Wang|Hengshu Zhu
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

2021

doi dblp
Exploiting Real-time Search Engine Queries for Earthquake Detection: A Summary of Results.
Qi Zhang|Hengshu Zhu|Qi Liu|Enhong Chen|Hui Xiong
ACM Transactions on Information Systems (TOIS) 2021 Volume 39 Issue 3
doi dblp
An Interactive Neural Network Approach to Keyphrase Extraction in Talent Recruitment.
Kaichun Yao|Chuan Qin|Hengshu Zhu|Chao Ma|Jingshuai Zhang|Yi Du|Hui Xiong
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Cost-Effective and Interpretable Job Skill Recommendation with Deep Reinforcement Learning.
Ying Sun|Fuzhen Zhuang|Hengshu Zhu|Qing He|Hui Xiong
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
doi dblp
Variable Interval Time Sequence Modeling for Career Trajectory Prediction: Deep Collaborative Perspective.
Chao Wang|Hengshu Zhu|Qiming Hao|Keli Xiao|Hui Xiong
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
Matching of social events and users: a two-way selection perspective.
Zikai Yin|Tong Xu|Hengshu Zhu|Chen Zhu|Enhong Chen|Hui Xiong
World Wide Web (WWW) 2020 Volume 23 Issue 2
doi dblp
An Enhanced Neural Network Approach to Person-Job Fit in Talent Recruitment.
Chuan Qin|Hengshu Zhu|Tong Xu|Chen Zhu|Chao Ma|Enhong Chen|Hui Xiong
ACM Transactions on Information Systems (TOIS) 2020 Volume 38 Issue 2
doi dblp
Enhancing Employer Brand Evaluation with Collaborative Topic Regression Models.
Hao Lin|Hengshu Zhu|Junjie Wu|Yuan Zuo|Chen Zhu|Hui Xiong
ACM Transactions on Information Systems (TOIS) 2020 Volume 38 Issue 4
doi dblp
Personalized Employee Training Course Recommendation with Career Development Awareness.
Chao Wang|Hengshu Zhu|Chen Zhu|Xi Zhang|Enhong Chen|Hui Xiong
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020
doi dblp
Large-Scale Talent Flow Embedding for Company Competitive Analysis.
Le Zhang|Tong Xu|Hengshu Zhu|Chuan Qin|Qingxin Meng|Hui Xiong|Enhong Chen
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning.
Denghui Zhang|Junming Liu|Hengshu Zhu|Yanchi Liu|Lichen Wang|Pengyang Wang|Hui Xiong
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Large-Scale Talent Flow Forecast with Dynamic Latent Factor Model?
Le Zhang|Hengshu Zhu|Tong Xu|Chen Zhu|Chuan Qin|Hui Xiong|Enhong Chen
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach.
Chuan Qin|Hengshu Zhu|Tong Xu|Chen Zhu|Liang Jiang|Enhong Chen|Hui Xiong
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

2017

doi dblp
Discerning individual interests and shared interests for social user profiling.
Enhong Chen|Guangxiang Zeng|Ping Luo|Hengshu Zhu|Jilei Tian|Hui Xiong
World Wide Web (WWW) 2017 Volume 20 Issue 2

2015

doi dblp
Locating targets through mention in Twitter.
Liyang Tang|Zhiwei Ni|Hui Xiong|Hengshu Zhu
World Wide Web (WWW) 2015 Volume 18 Issue 4

2014

doi dblp
Mining Mobile User Preferences for Personalized Context-Aware Recommendation.
Hengshu Zhu|Enhong Chen|Hui Xiong|Kuifei Yu|Huanhuan Cao|Jilei Tian
ACM Transactions on Intelligent Systems and Technology (TIST) 2014 Volume 5 Issue 4
doi dblp
Ranking user authority with relevant knowledge categories for expert finding.
Hengshu Zhu|Enhong Chen|Hui Xiong|Huanhuan Cao|Jilei Tian
World Wide Web (WWW) 2014 Volume 17 Issue 5
doi dblp
Predicting the Popularity of Online Serials with Autoregressive Models.
Biao Chang|Hengshu Zhu|Yong Ge|Enhong Chen|Hui Xiong|Chang Tan
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2013

doi dblp
Ranking fraud detection for mobile apps: a holistic view.
Hengshu Zhu|Hui Xiong|Yong Ge|Enhong Chen
22nd ACM International Conference on Information and Knowledge Management, CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013

2012

doi dblp
Exploiting enriched contextual information for mobile app classification.
Hengshu Zhu|Jilei Tian|Shawn Bowers|Huanhuan Cao|Enhong Chen|Hui Xiong|Jilei Tian|Shawn Bowers
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

2011

doi dblp
Towards expert finding by leveraging relevant categories in authority ranking.
Hengshu Zhu|Huanhuan Cao|Hui Xiong|Enhong Chen|Jilei Tian
Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011