Dazhong Shen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 31

Top Topics

Diffusion Model

Collaborative Filtering

Top Venues

ACM Trans. Inf. Syst.

IEEE Trans. Knowl. Data Eng.

Publications

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
Phased Consistency Model. CoRR (2024)
Zhuofan Zong, Bingqi Ma, Dazhong Shen, Guanglu Song, Hao Shao, Dongzhi Jiang, Hongsheng Li, Yu Liu
MoVA: Adapting Mixture of Vision Experts to Multimodal Context. CoRR (2024)
Hanzhe Li, Jingjing Gu, Xinjiang Lu, Dazhong Shen, Yuting Liu, YaNan Deng, Guoliang Shi, Hui Xiong
Beyond Relevance: Factor-level Causal Explanation for User Travel Decisions with Counterfactual Data Augmentation. ACM Trans. Inf. Syst. 42 (5) (2024)
Feihu Jiang, Chuan Qin, Jingshuai Zhang, Kaichun Yao, Xi Chen, Dazhong Shen, Chen Zhu, Hengshu Zhu, Hui Xiong
Towards Efficient Resume Understanding: A Multi-Granularity Multi-Modal Pre-Training Approach. CoRR (2024)
Leilei Ding, Dazhong Shen, Chao Wang, Tianfu Wang, Le Zhang, Hui Xiong, Yanyong Zhang
DGR: A General Graph Desmoothing Framework for Recommendation via Global and Local Perspectives. CoRR (2024)
Wei Wu, Chao Wang, Dazhong Shen, Chuan Qin, Liyi Chen, Hui Xiong
AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations. SIGIR (2024)
Xiaoshan Yu, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu, Hui Xiong
RDGT: Enhancing Group Cognitive Diagnosis With Relation-Guided Dual-Side Graph Transformer. IEEE Trans. Knowl. Data Eng. 36 (7) (2024)
Fu-Yun Wang, Xiaoshi Wu, Zhaoyang Huang, Xiaoyu Shi, Dazhong Shen, Guanglu Song, Yu Liu, Hongsheng Li
Be-Your-Outpainter: Mastering Video Outpainting through Input-Specific Adaptation. CoRR (2024)
Xiaoshan Yu, Chuan Qin, Dazhong Shen, Shangshang Yang, Haiping Ma, Hengshu Zhu, Xingyi Zhang
RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes. CoRR (2024)
Dazhong Shen, Guanglu Song, Zeyue Xue, Fu-Yun Wang, Yu Liu
Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance. CoRR (2024)
Wei Wu, Chao Wang, Dazhong Shen, Chuan Qin, Liyi Chen, Hui Xiong
AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations. CoRR (2024)
Chuan Qin, Hengshu Zhu, Dazhong Shen, Ying Sun, Kaichun Yao, Peng Wang, Hui Xiong
Automatic Skill-Oriented Question Generation and Recommendation for Intelligent Job Interviews. ACM Trans. Inf. Syst. 42 (1) (2024)
Yunfei Zhang, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu
ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness. CoRR (2024)
Rui Zha, Chuan Qin, Le Zhang, Dazhong Shen, Tong Xu, Hengshu Zhu, Enhong Chen
Career Mobility Analysis With Uncertainty-Aware Graph Autoencoders: A Job Title Transition Perspective. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Xiaoshan Yu, Chuan Qin, Dazhong Shen, Shangshang Yang, Haiping Ma, Hengshu Zhu, Xingyi Zhang
RIGL: A Unified Reciprocal Approach for Tracing the Independent and Group Learning Processes. KDD (2024)
Dongzhi Jiang, Guanglu Song, Xiaoshi Wu, Renrui Zhang, Dazhong Shen, Zhuofan Zong, Yu Liu, Hongsheng Li
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching. CoRR (2024)
Chuan Qin, Kaichun Yao, Hengshu Zhu, Tong Xu, Dazhong Shen, Enhong Chen, Hui Xiong
Towards Automatic Job Description Generation With Capability-Aware Neural Networks. IEEE Trans. Knowl. Data Eng. 35 (5) (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)
Chao Wang, Hengshu Zhu, Dazhong Shen, Wei Wu, Hui Xiong
Preference or Intent? Double Disentangled Collaborative Filtering. CoRR (2023)
Chuan Qin, Le Zhang, Rui Zha, Dazhong Shen, Qi Zhang, Ying Sun, Chen Zhu, Hengshu Zhu, Hui Xiong
A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics. CoRR (2023)
Yunfei Zhang, Chuan Qin, Dazhong Shen, Haiping Ma, Le Zhang, Xingyi Zhang, Hengshu Zhu
ReliCD: A Reliable Cognitive Diagnosis Framework with Confidence Awareness. ICDM (2023)
Zhi Zheng, Chao Wang, Tong Xu, Dazhong Shen, Penggang Qin, Xiangyu Zhao, Baoxing Huai, Xian Wu, Enhong Chen
Interaction-aware Drug Package Recommendation via Policy Gradient. ACM Trans. Inf. Syst. 41 (1) (2023)
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)
Dazhong Shen, Chuan Qin, Hengshu Zhu, Tong Xu, Enhong Chen, Hui Xiong
Joint Representation Learning with Relation-Enhanced Topic Models for Intelligent Job Interview Assessment. ACM Trans. Inf. Syst. 40 (1) (2022)
Dazhong Shen, Chuan Qin, Chao Wang, Hengshu Zhu, Enhong Chen, Hui Xiong
Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness. IJCAI (2021)
Dazhong Shen, Chuan Qin, Chao Wang, Hengshu Zhu, Enhong Chen, Hui Xiong
Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness. CoRR (2021)
Zhi Zheng, Chao Wang, Tong Xu, Dazhong Shen, Penggang Qin, Baoxing Huai, Tongzhu Liu, Enhong Chen
Drug Package Recommendation via Interaction-aware Graph Induction. WWW (2021)
Zhi Zheng, Chao Wang, Tong Xu, Dazhong Shen, Penggang Qin, Baoxing Huai, Tongzhu Liu, Enhong Chen
Drug Package Recommendation via Interaction-aware Graph Induction. CoRR (2021)
Dazhong Shen, Chuan Qin, Chao Wang, Zheng Dong, Hengshu Zhu, Hui Xiong
Topic Modeling Revisited: A Document Graph-based Neural Network Perspective. NeurIPS (2021)
Dazhong Shen, Qi Zhang, Tong Xu, Hengshu Zhu, Wenjia Zhao, Zikai Yin, Peilun Zhou, Lihua Fang, Enhong Chen, Hui Xiong
Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring - The Winning Solution of the 2017 International Aftershock Detection Contest. CoRR (2019)
Dazhong Shen, Hengshu Zhu, Chen Zhu, Tong Xu, Chao Ma, Hui Xiong
A Joint Learning Approach to Intelligent Job Interview Assessment. IJCAI (2018)