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publications
Data generation method for power system operation considering geographical correlations and actual operation characteristics
Published in Energy Reports, 2023
A data generation method for power systems that accounts for geographical correlations.
ATRO: A Fast Algorithm for Topology Engineering of Reconfigurable Datacenter Networks
Accepted by INFOCOM '26, 2025
This paper presents ATRO, a fast algorithm designed for topology engineering in reconfigurable DCNs.
Geminet: Learning the Duality-based Topology-Agnostic Update Operator for Lightweight Traffic Engineering in Changing Topologies
Published in NSDI '26, 2026
Geminet learns a topology-agnostic update operator enabling lightweight traffic engineering under changing network topologies.
A Fast Solver-Free Algorithm for Traffic Engineering in Large-Scale Data Center Network
Published in NSDI '26, 2026
This paper proposes a fast solver-free algorithm to address TE problems in large-scale DCNs.
NeuroRisk: Physics-Informed Neural Optimization for Risk-Aware Traffic Engineering
Available on arXiv, 2026
NeuroRisk is a physics-informed deep unrolled optimizer for risk-aware traffic engineering under correlated WAN failures.
Avoid Routing Polarization for OCS-based GPU Clusters
Published online in Journal of Optical Communications and Networking, 2026
A leaf-centric logical topology design that avoids routing polarization in OCS-based GPU clusters.
AICCL: Pushing the Quality-Scalability-Flexibility Frontier in Collective Communication via Learning
Accepted by NSDI '27, 2026
A learning-based approach that advances quality, scalability, and flexibility in collective communication.
Robust Capacity Planning of Hydrogen-Based Remote Microgrids with a Co-Optimized Daily Service Window
Published in Applied Energy, 2026
A robust planning framework that co-optimizes hydrogen-based microgrid capacity and the daily service window for remote high-power operations.
talks
Data generation method for power system operation considering geographical correlations and actual operation characteristics
Published:
I am honored to have received the Best Oral Presentation Award at the 1th International Conference on Frontiers of Energy and Environment Engineering (CFEEE 2022).