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 | 58 | 2019 |
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 | 48 | 2020 |
Learning to Walk with Dual Agents for Knowledge Graph Reasoning D Zhang, Z Yuan, H Liu, X Lin, H Xiong AAAI 2022, 2021 | 29 | 2021 |
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 | 27 | 2020 |
Efficient Parallel Translating Embedding For Knowledge Graphs D Zhang, M Li, Y Jia, Y Wang, X Cheng Web Intelligence 2017, 460-468, 2017 | 23 | 2017 |
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 | 19* | 2022 |
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 | 17 | 2018 |
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 | 10 | 2023 |
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 | 9 | 2022 |
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, ... arXiv preprint arXiv:2311.13743, 2023 | 8* | 2023 |
Semi-supervised deep model for turbulence forecasting Y Liu, J Ni, B Zong, H Chen, Z Chen, W Cheng, D Zhang US Patent 11,650,351, 2023 | 6 | 2023 |
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 | 5 | 2021 |
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 | 4 | 2022 |
Path-Based Attention Neural Model for Fine-Grained Entity Typing D Zhang, M Li, P Cai, Y Jia, Y Wang, X Cheng AAAI, 2017 | 4 | 2017 |
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, 2022 | 3 | 2022 |
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 | 3 | 2021 |
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 | 1 | 2020 |
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 |
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 | | 2023 |