Zhu, Hengshu

27 publications

ICML 2025 Towards Lifelong Model Editing via Simulating Ideal Editor Yaming Guo, Siyang Guo, Hengshu Zhu, Ying Sun

ICML 2025 Unifying Knowledge from Diverse Datasets to Enhance Spatial-Temporal Modeling: A Granularity-Adaptive Geographical Embedding Approach Zhigaoyuan Wang, Ying Sun, Hengshu Zhu

AAAI 2024 A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction Wenshuo Chao, Zhaopeng Qiu, Likang Wu, Zhuoning Guo, Zhi Zheng, Hengshu Zhu, Hao Liu

IJCAI 2024 DGCD: An Adaptive Denoising GNN for Group-Level Cognitive Diagnosis Haiping Ma, Siyu Song, Chuan Qin, Xiaoshan Yu, Limiao Zhang, Xingyi Zhang, Hengshu Zhu

AAAI 2024 Enhancing Cognitive Diagnosis Using Un-Interacted Exercises: A Collaboration-Aware Mixed Sampling Approach Haiping Ma, Changqian Wang, Hengshu Zhu, Shangshang Yang, Xiaoming Zhang, Xingyi Zhang

AAAI 2024 Enhancing Job Recommendation Through LLM-Based Generative Adversarial Networks Yingpeng Du, Di Luo, Rui Yan, Xiaopei Wang, Hongzhi Liu, Hengshu Zhu, Yang Song, Jie Zhang

AAAI 2024 Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations Likang Wu, Zhaopeng Qiu, Zhi Zheng, Hengshu Zhu, Enhong Chen

NeurIPS 2024 Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking Xi Chen, Chuan Qin, Chuyu Fang, Chao Wang, Chen Zhu, Fuzhen Zhuang, Hengshu Zhu, Hui Xiong

NeurIPS 2024 Mixture of In-Context Experts Enhance LLMs' Long Context Awareness Hongzhan Lin, Ang Lv, Yuhan Chen, Chen Zhu, Yang Song, Hengshu Zhu, Rui Yan

NeurIPS 2024 OT4P: Unlocking Effective Orthogonal Group Path for Permutation Relaxation Yaming Guo, Chen Zhu, Hengshu Zhu, Tieru Wu

IJCAI 2024 Pre-DyGAE: Pre-Training Enhanced Dynamic Graph Autoencoder for Occupational Skill Demand Forecasting Xi Chen, Chuan Qin, Zhigaoyuan Wang, Yihang Cheng, Chao Wang, Hengshu Zhu, Hui Xiong

IJCAI 2022 Feature and Instance Joint Selection: A Reinforcement Learning Perspective Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu

IJCAI 2022 Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-Aware Neural Network Approach Haiping Ma, Jingyuan Wang, Hengshu Zhu, Xin Xia, Haifeng Zhang, Xingyi Zhang, Lei Zhang

NeurIPS 2021 Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation Ying Sun, Hengshu Zhu, Chuan Qin, Fuzhen Zhuang, Qing He, Hui Xiong

AAAI 2021 Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks Jindong Han, Hao Liu, Hengshu Zhu, Hui Xiong, Dejing Dou

IJCAI 2021 Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness Dazhong Shen, Chuan Qin, Chao Wang, Hengshu Zhu, Enhong Chen, Hui Xiong

NeurIPS 2021 Topic Modeling Revisited: A Document Graph-Based Neural Network Perspective Dazhong Shen, Chuan Qin, Chao Wang, Zheng Dong, Hengshu Zhu, Hui Xiong

AAAI 2020 Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion Zhao Zhang, Fuzhen Zhuang, Hengshu Zhu, Zhi-Ping Shi, Hui Xiong, Qing He

AAAI 2020 SetRank: A Setwise Bayesian Approach for Collaborative Ranking from Implicit Feedback Chao Wang, Hengshu Zhu, Chen Zhu, Chuan Qin, Hui Xiong

AAAI 2019 Exploiting the Contagious Effect for Employee Turnover Prediction Mingfei Teng, Hengshu Zhu, Chuanren Liu, Chen Zhu, Hui Xiong

AAAI 2019 Interactive Attention Transfer Network for Cross-Domain Sentiment Classification Kai Zhang, Hefu Zhang, Qi Liu, Hongke Zhao, Hengshu Zhu, Enhong Chen

IJCAI 2019 Trend-Aware Tensor Factorization for Job Skill Demand Analysis Xunxian Wu, Tong Xu, Hengshu Zhu, Le Zhang, Enhong Chen, Hui Xiong

IJCAI 2018 A Joint Learning Approach to Intelligent Job Interview Assessment Dazhong Shen, Hengshu Zhu, Chen Zhu, Tong Xu, Chao Ma, Hui Xiong

AAAI 2018 Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach Tong Xu, Hengshu Zhu, Chen Zhu, Pan Li, Hui Xiong

AAAI 2017 Collaborative Company Profiling: Insights from an Employee's Perspective Hao Lin, Hengshu Zhu, Yuan Zuo, Chen Zhu, Junjie Wu, Hui Xiong

IJCAI 2017 Incremental Matrix Factorization: A Linear Feature Transformation Perspective Xunpeng Huang, Le Wu, Enhong Chen, Hengshu Zhu, Qi Liu, Yijun Wang

IJCAI 2015 Matrix Factorization with Scale-Invariant Parameters Guangxiang Zeng, Hengshu Zhu, Qi Liu, Ping Luo, Enhong Chen, Tong Zhang