Dazhong Shen

According to our database, Dazhong Shen authored at least 27 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Beyond Relevance: Factor-level Causal Explanation for User Travel Decisions with Counterfactual Data Augmentation.

Hanzhe Li, Jingjing Gu, Xinjiang Lu, Dazhong Shen, Yuting Liu, YaNan Deng, Guoliang Shi, Hui Xiong

ACM Trans. Inf. Syst., September, 2024

RDGT: Enhancing Group Cognitive Diagnosis With Relation-Guided Dual-Side Graph Transformer.

Xiaoshan Yu, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu, Hui Xiong

IEEE Trans. Knowl. Data Eng., July, 2024

Career Mobility Analysis With Uncertainty-Aware Graph Autoencoders: A Job Title Transition Perspective.

Rui Zha, Chuan Qin, Le Zhang, Dazhong Shen, Tong Xu, Hengshu Zhu, Enhong Chen

IEEE Trans. Comput. Soc. Syst., February, 2024

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 Trans. Inf. Syst., January, 2024

Phased Consistency Model.

Fu-Yun Wang, Zhaoyang Huang, Alexander William Bergman, Dazhong Shen, Peng Gao, Michael Lingelbach, Keqiang Sun, Weikang Bian, Guanglu Song, Yu Liu, Hongsheng Li, Xiaogang Wang

CoRR, 2024

MoVA: Adapting Mixture of Vision Experts to Multimodal Context.

Zhuofan Zong, Bingqi Ma, Dazhong Shen, Guanglu Song, Hao Shao, Dongzhi Jiang, Hongsheng Li, Yu Liu

CoRR, 2024

CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching.

Dongzhi Jiang, Guanglu Song, Xiaoshi Wu, Renrui Zhang, Dazhong Shen, Zhuofan Zong, Yu Liu, Hongsheng Li

CoRR, 2024

DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives.

Leilei Ding, Dazhong Shen, Chao Wang, Tianfu Wang, Le Zhang, Hui Xiong, Yanyong Zhang

CoRR, 2024

AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations.

Wei Wu, Chao Wang, Dazhong Shen, Chuan Qin, Liyi Chen, Hui Xiong

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes.

Xiaoshan Yu, Chuan Qin, Dazhong Shen, Shangshang Yang, Haiping Ma, Hengshu Zhu, Xingyi Zhang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives.

Leilei Ding, Dazhong Shen, Chao Wang, Tianfu Wang, Le Zhang, Yanyong Zhang

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Towards Efficient Resume Understanding: A Multi-Granularity Multi-Modal Pre-Training Approach.

Feihu Jiang, Chuan Qin, Jingshuai Zhang, Kaichun Yao, Xi Chen, Dazhong Shen, Chen Zhu, Hengshu Zhu, Hui Xiong

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Be-Your-Outpainter: Mastering Video Outpainting Through Input-Specific Adaptation.

Fu-Yun Wang, Xiaoshi Wu, Zhaoyang Huang, Xiaoyu Shi, Dazhong Shen, Guanglu Song, Yu Liu, Hongsheng Li

Proceedings of the Computer Vision - ECCV 2024, 2024

Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance.

Dazhong Shen, Guanglu Song, Zeyue Xue, Fu-Yun Wang, Yu Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Exploiting Connections among Personality, Job Position, and Work Behavior: Evidence from Joint Bayesian Learning.

Dazhong Shen, Hengshu Zhu, Keli Xiao, Xi Zhang, Hui Xiong

ACM Trans. Manag. Inf. Syst., September, 2023

Towards Automatic Job Description Generation With Capability-Aware Neural Networks.

Chuan Qin, Kaichun Yao, Hengshu Zhu, Tong Xu, Dazhong Shen, Enhong Chen, Hui Xiong

IEEE Trans. Knowl. Data Eng., May, 2023

Interaction-aware Drug Package Recommendation via Policy Gradient.

Zhi Zheng, Chao Wang, Tong Xu, Dazhong Shen, Penggang Qin, Xiangyu Zhao, Baoxing Huai, Xian Wu, Enhong Chen

ACM Trans. Inf. Syst., January, 2023

A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics.

Chuan Qin, Le Zhang, Rui Zha, Dazhong Shen, Qi Zhang, Ying Sun, Chen Zhu, Hengshu Zhu, Hui Xiong

CoRR, 2023

Preference or Intent? Double Disentangled Collaborative Filtering.

Chao Wang, Hengshu Zhu, Dazhong Shen, Wei Wu, Hui Xiong

CoRR, 2023

ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness.

Yunfei Zhang, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

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 Trans. Inf. Syst., 2022

Fine-Grained Job Salary Benchmarking with a Nonparametric Dirichlet Process-Based Latent Factor Model.

Qingxin Meng, Keli Xiao, Dazhong Shen, Hengshu Zhu, Hui Xiong

INFORMS J. Comput., 2022

2021

Drug Package Recommendation via Interaction-aware Graph Induction.

Zhi Zheng, Chao Wang, Tong Xu, Dazhong Shen, Penggang Qin, Baoxing Huai, Tongzhu Liu, Enhong Chen

Proceedings of the WWW '21: The Web Conference 2021, 2021

Topic Modeling Revisited: A Document Graph-based Neural Network Perspective.

Dazhong Shen, Chuan Qin, Chao Wang, Zheng Dong, Hengshu Zhu, Hui Xiong

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness.

Dazhong Shen, Chuan Qin, Chao Wang, Hengshu Zhu, Enhong Chen, Hui Xiong

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2019

Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring - The Winning Solution of the 2017 International Aftershock Detection Contest.

Dazhong Shen, Qi Zhang, Tong Xu, Hengshu Zhu, Wenjia Zhao, Zikai Yin, Peilun Zhou, Lihua Fang, Enhong Chen, Hui Xiong

CoRR, 2019

2018

A Joint Learning Approach to Intelligent Job Interview Assessment.

Dazhong Shen, Hengshu Zhu, Chen Zhu, Tong Xu, Chao Ma, Hui Xiong

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018