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Denghui Zhang
Denghui Zhang
Assistant Professor, Stevens Institute of Technology
在 stevens.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning
D Zhang, J Liu, H Zhu, Y Liu, L Wang, P Wang, H Xiong
CIKM19 - Proceedings of the 28th ACM International Conference on Information …, 2019
582019
Spatio-Temporal Dual Graph Attention Network for Query-POI Matching
HX Zixuan Yuan, Hao Liu, Yanchi Liu, Denghui Zhang, Fei Yi, Nengjun Zhu
International ACM SIGIR Conference on Research and Development in …, 2020
472020
Learning to Walk with Dual Agents for Knowledge Graph Reasoning
D Zhang, Z Yuan, H Liu, X Lin, H Xiong
AAAI 2022, 2021
302021
E-BERT: A phrase and product knowledge enhanced language model for e-commerce
D Zhang, Z Yuan, Y Liu, F Zhuang, H Chen, H Xiong
arXiv preprint arXiv:2009.02835, 2020
302020
Towards learning disentangled representations for time series
Y Li, Z Chen, D Zha, M Du, J Ni, D Zhang, H Chen, X Hu
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022
27*2022
Efficient Parallel Translating Embedding For Knowledge Graphs
D Zhang, M Li, Y Jia, Y Wang, X Cheng
Web Intelligence 2017, 460-468, 2017
232017
Link prediction in knowledge graphs: A hierarchy-constrained approach
M Li, Y Wang, D Zhang, Y Jia, X Cheng
IEEE Transactions on Big Data 8 (3), 630-643, 2018
192018
Human-instructed deep hierarchical generative learning for automated urban planning
D Wang, L Wu, D Zhang, J Zhou, L Sun, Y Fu
Proceedings of the AAAI Conference on Artificial Intelligence 37 (4), 4660-4667, 2023
102023
FinMem: A performance-enhanced LLM trading agent with layered memory and character design
Y Yu, H Li, Z Chen, Y Jiang, Y Li, D Zhang, R Liu, JW Suchow, ...
Proceedings of the AAAI Symposium Series 3 (1), 595-597, 2024
9*2024
RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training
Z Qiao, Y Fu, P Wang, M Xiao, Z Ning, D Zhang, Y Du, Y Zhou
IEEE Transactions on Big Data, 2022
92022
Graph soft-contrastive learning via neighborhood ranking
Z Ning, P Wang, P Wang, Z Qiao, W Fan, D Zhang, Y Du, Y Zhou
arXiv preprint arXiv:2209.13964, 2022
62022
Self-supervised prototype representation learning for event-based corporate profiling
Z Yuan, H Liu, R Hu, D Zhang, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4644-4652, 2021
52021
Path-Based Attention Neural Model for Fine-Grained Entity Typing
D Zhang, M Li, P Cai, Y Jia, Y Wang, X Cheng
AAAI, 2017
42017
Multi-faceted knowledge-driven pre-training for product representation learning
D Zhang, Y Liu, Z Yuan, Y Fu, H Chen, H Xiong
IEEE Transactions on Knowledge and Data Engineering 35 (7), 7239-7250, 2022
32022
Domain-oriented language modeling with adaptive hybrid masking and optimal transport alignment
D Zhang, Z Yuan, Y Liu, H Liu, F Zhuang, H Xiong, H Chen
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
32021
Multi-scale multi-granularity spatial-temporal traffic volume prediction
Y Liu, W Cheng, B Zong, LA Tang, H Chen, D Zhang
US Patent 11,842,271, 2023
22023
Domain Knowledge Inspired Deep Learning: From General AI to Specialized AI
D Zhang
Rutgers The State University of New Jersey, Graduate School-Newark, 2023
12023
T -Net: A Semi-supervised Deep Model for Turbulence Forecasting
D Zhang, Y Liu, W Cheng, B Zong, J Ni, Z Chen, H Chen, H Xiong
ICDM 2020, 2020
12020
Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification
Z Yuan, H Liu, H Zhou, D Zhang, X Zhang, H Wang, H Xiong
Proceedings of the AAAI Conference on Artificial Intelligence 38 (15), 16623 …, 2024
2024
AlphaVC: A Reinforcement Learning-based Venture Capital Investment Strategy
H Zhong, Z Yuan, D Zhang, Y Jiang, S Zhang, H Xiong
HICSS 2024, 2024
2024
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