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Boosting Urban Traffic Speed Prediction via Integrating Implicit Spatial Correlations


Dec 25, 2022
Dongkun Wang, Wei Fan, Pengyang Wang, Pengfei Wang, Dongjie Wang, Denghui Zhang, Yanjie Fu

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Human-instructed Deep Hierarchical Generative Learning for Automated Urban Planning


Dec 01, 2022
Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu

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* AAAI 2023 

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Graph Soft-Contrastive Learning via Neighborhood Ranking


Sep 28, 2022
Zhiyuan Ning, Pengfei Wang, Pengyang Wang, Ziyue Qiao, Wei Fan, Denghui Zhang, Yi Du, Yuanchun Zhou

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Adversarial Attacks on ASR Systems: An Overview


Aug 03, 2022
Xiao Zhang, Hao Tan, Xuan Huang, Denghui Zhang, Keke Tang, Zhaoquan Gu

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Learning to Walk with Dual Agents for Knowledge Graph Reasoning


Dec 23, 2021
Denghui Zhang, Zixuan Yuan, Hao Liu, Xiaodong Lin, Hui Xiong

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Domain-oriented Language Pre-training with Adaptive Hybrid Masking and Optimal Transport Alignment


Dec 01, 2021
Denghui Zhang, Zixuan Yuan, Yanchi Liu, Hao Liu, Fuzhen Zhuang, Hui Xiong, Haifeng Chen

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Learning Disentangled Representations for Time Series


May 21, 2021
Yuening Li, Zhengzhang Chen, Daochen Zha, Mengnan Du, Denghui Zhang, Haifeng Chen, Xia Hu

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Interpretable Time-series Representation Learning With Multi-Level Disentanglement


May 17, 2021
Yuening Li, Zhengzhang Chen, Daochen Zha, Mengnan Du, Denghui Zhang, Haifeng Chen, Xia Hu

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T$^2$-Net: A Semi-supervised Deep Model for Turbulence Forecasting


Oct 26, 2020
Denghui Zhang, Yanchi Liu, Wei Cheng, Bo Zong, Jingchao Ni, Zhengzhang Chen, Haifeng Chen, Hui Xiong

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* Accepted by ICDM 2020 

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Job2Vec: Job Title Benchmarking with Collective Multi-View Representation Learning


Sep 16, 2020
Denghui Zhang, Junming Liu, Hengshu Zhu, Yanchi Liu, Lichen Wang, Pengyang Wang, Hui Xiong

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