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researcher

Xinyu Liang

4 papers hereh-index 320 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author1

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.AI1
  • eess.SY1
same name
  • Xinyu Liang — 9 papers, h 3
  • Xinyu Liang — 5 papers, h 7
  • Xinyu Liang — 2 papers, h 2
  • Xinyu Liang — 1 paper, h 5

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedSynthetic Data Generation for Residential Load Patterns via Recurrent GAN and Ensemble Method

16 citations · 31 across the 4 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

eess.SY2025★ 11 cited

Human-in-the-Loop AI for HVAC Management Enhancing Comfort and Energy Efficiency

Xinyu Liang, Frits de Nijs, Buser Say +1

Heating, Ventilation, and Air Conditioning (HVAC) systems account for approximately 38% of building energy consumption globally, making them one of the most energy-intensive servic…

cs.LG2025★ 4 cited

Learning and Generating Diverse Residential Load Patterns Using GAN with Weakly-Supervised Training and Weight Selection

Xinyu Liang, Hao Wang

The scarcity of high-quality residential load data can pose obstacles for decarbonizing the residential sector as well as effective grid planning and operation. The above challenge…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.