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A Neural-Network-Based Non-Linear Interference Cancellation Scheme for Wireless IoT Backhaul With Dual-Connectivity

Published in IEEE International System-on-Chip Conference, 2019

IEEE International System-on-Chip Conference, 2019.

Recommended citation: H. Zhang, Z. Wang, F. Qin, M. Ma, and J. Zhang, "A Neural-Network-Based Non-Linear Interference Cancellation Scheme for Wireless IoT Backhaul With Dual-Connectivity," in Proc. 2019 32nd IEEE International System-on-Chip Conference (SOCC), Singapore, 2019, pp. 444-448.
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Multi-User Linear Precoding for Downlink Generalized Spatial Modulation Systems

Published in IEEE Communications Letters, 2020

IEEE Communications Letters, 2020.

Recommended citation: H. Zhang, M. Ma, and Z. Shao, "Multi-User Linear Precoding for Downlink Generalized Spatial Modulation Systems," IEEE Communications Letters, vol. 24, no. 1, pp. 212-216, 2020.
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A Review of Recent Advances on Reinforcement Learning for Smart Home Energy Management

Published in IEEE Electric Power and Energy Conference, 2020

IEEE Electric Power and Energy Conference, 2020.

Recommended citation: H. Zhang, D. Wu, and B. Boulet, "A Review of Recent Advances on Reinforcement Learning for Smart Home Energy Management," in Proc. 2020 IEEE Electric Power and Energy Conference (EPEC), Edmonton, AB, Canada, 2020, pp. 1-6.
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Building Energy Management With Reinforcement Learning and Model Predictive Control: A Survey

Published in IEEE Access, 2022

IEEE Access, 2022.

Recommended citation: H. Zhang, S. Seal, D. Wu, F. Bouffard, and B. Boulet, "Building Energy Management with Reinforcement Learning and Model Predictive Control: A Survey," IEEE Access, vol. 10, pp. 27853-27862, 2022.
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Anticipating the Unseen Discrepancy for Vision and Language Navigation

Published in arXiv, 2022

arXiv preprint, 2022.

Recommended citation: Y. Lu, H. Zhang, P. Nie, W. Feng, W. Xu, X. E. Wang, and W. Y. Wang, "Anticipating the Unseen Discrepancy for Vision and Language Navigation," arXiv preprint arXiv:2209.04725, 2022.
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Adaptive Aggregation for Safety-Critical Control

Published in arXiv, 2023

arXiv preprint, 2023.

Recommended citation: H. Zhang, D. Wu, and B. Boulet, "Adaptive Aggregation for Safety-Critical Control," arXiv preprint arXiv:2302.03586, 2023.
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Dynamic Multi-Granularity Modeling for Spatial-Temporal Forecasting

Published in Information Sciences, 2024

Information Sciences, 2024.

Recommended citation: W. Sang*, H. Zhang*, X. Kang, P. Nie, X. Meng, B. Boulet, and P. Sun, "Dynamic Multi-Granularity Spatial-Temporal Graph Attention Network for Traffic Forecasting," Information Sciences, vol. 662, art. no. 120230, 2024. (*Equal contribution)
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Nearest Neighbor Multivariate Time Series Forecasting

Published in IEEE Transactions on Neural Networks and Learning Systems, 2025

IEEE Transactions on Neural Networks and Learning Systems, 2025.

Recommended citation: H. Zhang, P. Nie, L. Sun, and B. Boulet, "Nearest neighbor multivariate time series forecasting," IEEE Transactions on Neural Networks and Learning Systems, vol. 36, no. 7, pp. 12606-12618, 2025.
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Meta-Reinforcement Learning for Building Energy Management System

Published in IEEE Electrical Power and Energy Conference, 2025

IEEE Electrical Power and Energy Conference, 2025.

Recommended citation: H. Zhang, D. Wu, A. Zinflou, and B. Boulet, "Meta-Reinforcement Learning for Building Energy Management System," in Proc. 2025 IEEE Electrical Power and Energy Conference (EPEC), Waterloo, ON, Canada, 2025, pp. 298-304. Selected as Best Paper Award.
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Leveraging Long-Term Multivariate History Representation for Time Series Forecasting

Published in IEEE Transactions on Artificial Intelligence, 2026

IEEE Transactions on Artificial Intelligence, 2025.

Recommended citation: H. Zhang, D. Wu, A. Zinflou, S. Dellacherie, M. M. Dione, and B. Boulet, "Leveraging Long-Term Multivariate History Representation for Time Series Forecasting," IEEE Transactions on Artificial Intelligence, vol. 7, no. 1, pp. 195-209, 2026.
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STEMS: Spatial-Temporal Enhanced Safe Multi-Agent Coordination for Building Energy Management

Published in IEEE Internet of Things Journal, 2026

IEEE Internet of Things Journal, 2026.

Recommended citation: H. Zhang, D. Wu, A. Zinflou, and B. Boulet, "STEMS: Spatial-Temporal-Enhanced Safe Multiagent Coordination for Building Energy Management," IEEE Internet of Things Journal, vol. 13, no. 5, pp. 9548-9560, 2026.
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Rethinking Driver Fatigue Detection as Anomaly Identification: A Hypergraph-Transformer Approach

Published in Information Processing & Management, 2026

Information Processing & Management, 2026.

Recommended citation: J. He, H. Yuan, B. Li, H. Zhang, X. Meng, J. Yin, and Y. Li, "Rethinking Driver Fatigue Detection as Anomaly Identification: A Hypergraph-Transformer Approach," Information Processing & Management, vol. 63, no. 3, art. no. 104553, 2026.
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Huiliang Zhang