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Xuan Song

Southern University of Science and Technology

SCHOLARLY PAPERS

8

DOWNLOADS

350

TOTAL CITATIONS

0

Scholarly Papers (8)

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1.

Multi-Agent Temporal Communication Framework for Scheduling in Hydrogen-Integrated Energy Systems

Downloads 72 (867,774)

Multi-Agent Temporal Communication Framework for Scheduling in Hydrogen-Integrated Energy Systems

Number of pages: 21 Posted: 05 Nov 2025
Ge Song, Hongbin Xie, Haoran Zhang, Jingyuan Zhang, Xuan Song and Hongdi Fu
Southern University of Science and Technology, Southern University of Science and Technology, Peking University, Southern University of Science and Technology, Southern University of Science and Technology and Peking University
Downloads 41 (1,210,354)

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EVcharging scheduling, Multi-agent communication, Temporal-aware reinforcement learning, Hydrogen production, Efficient collaboration

Multi-Agent Temporal Communication Framework for Scheduling in Hydrogen-Integrated Energy Systems

Number of pages: 20 Posted: 22 Oct 2025
Ge Song, Hongbin Xie, Haoran Zhang, Jingyuan Zhang, Xuan Song and Hongdi Fu
Southern University of Science and Technology, Southern University of Science and Technology, Peking University, Southern University of Science and Technology, Southern University of Science and Technology and Peking University
Downloads 31 (1,341,098)

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EV charging scheduling, Multi-agent communication, Temporal-aware reinforcement learning, Hydrogen production, Efficient collaboration

2.

Enhancing Resilience of Electric Vehicle Charging Management in Hydrogen–Electric Coupled Distribution Networks: A Risk-Characterization Multi-Agent Reinforcement Learning Approach

Number of pages: 21 Posted: 21 Aug 2025
Hongbin Xie, Haoran Zhang, Ge Song, Jingyuan Zhang, Hongdi Fu, Liyu Zhang, Nianru Chen and Xuan Song
Southern University of Science and Technology, Peking University, Southern University of Science and Technology, Southern University of Science and Technology, Peking University, Peking University, South China University of Technology and Southern University of Science and Technology
Downloads 70 (891,180)

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Electric vehicle charging, Hydrogen-electric coupled, Risk-characterization, Enhancing resilience, Multi-agent reinforcement learning

3.

Risk-Aware RLHF with Prompt-Guided Coordination for Robust Energy Scheduling across Multi-Site Systems

Downloads 69 (924,743)

Risk-Aware RLHF with Prompt-Guided Coordination for Robust Energy Scheduling across Multi-Site Systems

Number of pages: 15 Posted: 10 Dec 2025
Ge Song, Haoran Zhang, Hongbin Xie, Jingyuan Zhang, Mingkun Jiang, Defan Feng, Liyu Zhang, Weiyao Yang and Xuan Song
Southern University of Science and Technology, Peking University, Southern University of Science and Technology, Southern University of Science and Technology, affiliation not provided to SSRN, Southern University of Science and Technology, Peking University, Peking University and Southern University of Science and Technology
Downloads 50 (1,095,444)

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Carbon neutrality, Hydrogen-electric systems, RLHF, Risk-aware framework, Resilience improvement

Risk-Aware RLHF with Prompt-Guided Coordination for Robust Energy Scheduling across Multi-Site Systems

Number of pages: 19 Posted: 18 Mar 2026
Ge Song, Haoran Zhang, Hongbin Xie, Panxi Chen, Mingkun Jiang, Defan Feng, Liyu Zhang, Weiyao Yang and Xuan Song
Southern University of Science and Technology, Peking University, Southern University of Science and Technology, Tsinghua University - Tsinghua Shenzhen International Graduate School, affiliation not provided to SSRN, Southern University of Science and Technology, Peking University, Peking University and Southern University of Science and Technology
Downloads 19 (1,559,710)

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Carbon neutrality, Hydrogen-electric systems, RLHF, Risk-aware framework, Resilience improvement

4.

Collaborative Optimization of Electric Vehicle Charging in Hydrogen-Integrated Multi-Energy System: A Temporal-Aware Multi-Agent Reinforcement Learning Approach

Number of pages: 20 Posted: 22 Aug 2025
Ge Song, Hongbin Xie, Haoran Zhang, Jingyuan Zhang, Hongdi Fu, Mingkun Jiang, Liyu Zhang, Zhuoran Shi, Defan Feng and Xuan Song
Southern University of Science and Technology, Southern University of Science and Technology, Peking University, Southern University of Science and Technology, Peking University, affiliation not provided to SSRN, Peking University, Southern University of Science and Technology, Southern University of Science and Technology and Southern University of Science and Technology
Downloads 49 (1,086,013)

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Energy management, Electric vehicle charging, Hydrogen integration, Temporal-aware, Multi-agent reinforcement learning

5.

A time-series driven multi-agent charging scheduling framework for hydrogen-integrated energy systems

Number of pages: 40 Posted: 28 Aug 2025
Ge Song, Hongbin Xie, Haoran Zhang, Jingyuan Zhang, Xuan Song and Hongdi Fu
Southern University of Science and Technology, Southern University of Science and Technology, Peking University, Southern University of Science and Technology, Southern University of Science and Technology and Peking University
Downloads 42 (1,170,409)

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Hydrogen production, Charging scheduling, Reinforcement learning, Time-series driven, Efficient collaboration

6.

Safe Reinforcement Learning-Based Robust Scheduling for Energy Systems: Field Experiments and Energy Management Insights

Downloads 38 (1,236,159)

Safe Reinforcement Learning-Based Robust Scheduling for Energy Systems: Field Experiments and Energy Management Insights

Number of pages: 11 Posted: 17 Feb 2026
Ge Song, Haoran Zhang, Hongbin Xie, XU Hengyi, Defan Feng, Liyu Zhang, Weiyao Yang, Shuangxue Liu and Xuan Song
Southern University of Science and Technology, Peking University, Southern University of Science and Technology, The Chinese University of Hong Kong, Southern University of Science and Technology, Peking University, Peking University, affiliation not provided to SSRN and Southern University of Science and Technology
Downloads 22 (1,486,852)

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Safe Reinforcement Learning, Decision Transformer, Energy System, Energy Management, Out-of-Distribution Detection

Safe Reinforcement Learning-Based Robust Scheduling for Energy Systems: Field Experiments and Energy Management Insights

Number of pages: 13 Posted: 18 Mar 2026
Ge Song, Haoran Zhang, Hongbin Xie, XU Hengyi, Panxi Chen, Liyu Zhang, Weiyao Yang, Shuangxue Liu and Xuan Song
Southern University of Science and Technology, Peking University, Southern University of Science and Technology, The Chinese University of Hong Kong, Tsinghua University - Tsinghua Shenzhen International Graduate School, Peking University, Peking University, affiliation not provided to SSRN and Southern University of Science and Technology
Downloads 16 (1,559,710)

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Safe Reinforcement Learning, Decision Transformer, Energy System, Energy Management, Out-of-Distribution Detection

7.

A Dual-Stage LLM–KG Framework for Question Answering on Oil and Gas Pipeline Topologies

Number of pages: 26 Posted: 09 Apr 2026
Defan Feng, Xuan Song, Hongbin Xie, Ge Song, Liyu Zhang, Weiyao Yang, Yu Zhang and Haoran Zhang
Southern University of Science and Technology, Southern University of Science and Technology, Southern University of Science and Technology, Southern University of Science and Technology, Peking University, Peking University, Southern University of Science and Technology and Peking University
Downloads 6 (1,566,597)

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Large Language Models, Knowledge Graph Question Answering, Oil and Gas Pipeline Networks, Hybrid Reasoning Framework

8.

Constraint-first energy-efficient indoor environmental control with multi-agent device coordination and knowledge-graph memory

Number of pages: 22 Posted: 24 Jun 2026
Defan Feng, Hongbin Xie, Ge Song, Liyu Zhang, Yu Zhang, Xuan Song and Haoran Zhang
Southern University of Science and Technology, Southern University of Science and Technology, Southern University of Science and Technology, affiliation not provided to SSRN, Southern University of Science and Technology, Southern University of Science and Technology and Peking University
Downloads 4

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Building energy management, Indoor environmental quality, Multi-agent coordination, Knowledge-graph memory, Energy efficiency, Smart buildings