Elamur Research⌕
☰
home / authors / Yuxuan Liang

Yuxuan Liang

Yuxuan Liang has 2 papers in our library, in 2023–2026, most of them on Language models & pretraining, Reasoning; often with Chao Huang, James Y. Zhang, Lintao Ma.

2 papers in our library · 2023–2026

OpenAlex · ORCID · Wikidata · h-index 41 · 275 works · 7,383 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 105 times in our library · 4 more in our library without a page yet · ⭐ Paper Stars ranking: #8321

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓The Hong Kong University of Science and Technology (Guangzhou)Guangzhou · China2023–2026 · 209 paperscurrent🎓Fudan UniversityShanghai · China2026 · 4 paperscurrent🎓South China University of TechnologyGuangzhou · China2026 · 3 paperscurrent🎓National University of SingaporeSingapore · Singapore2016–2023 · 44 papers🎓Hong Kong University of Science and TechnologyHong Kong · China2023–2026 · 13 papers🎓Xidian UniversityXi'an · China2016–2020 · 6 papers🎓Peking UniversityBeijing · China2024–2025 · 4 papers🔬State Key Laboratory of Resources and Environmental Information SystemBeijing2024–2025 · 4 papers🏛️Chinese Academy of SciencesBeijing · China2025 · 2 papers🏢JingdongBeijing · China2018–2023 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 9 more institutions on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksArts and Humanities · 1 workEngineering · 1 workBuilding and Construction · 1 workControl and Systems Engineering · 1 workLanguage and Linguistics · 1 work

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 work

 Works by year

2020s

20261 paper20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Time-LLM: Time Series Forecasting by Reprogramming Large Language Models (2023 · 77 citations)
    Forecasting models for time series are usually built for a single task or domain. Pre-trained foundation models for this data type are scarce because large training collections are lacking. Time-LLM tackles this by adapting an existing large language model to forecasting while leaving all of its weights frozen.
  2. Traffic-R1: Reinforced LLMs Bring Human-Like Reasoning to Traffic Signal Control Systems (2026 · 4 citations)
    Traffic signal control (TSC) systems based on fixed heuristics or reinforcement learning often fail when moved to new road networks.

All works

6 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. MSGNet: Learning Multi-Scale Inter-series Correlations for Multivariate Time Series Forecasting ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetWanlin Cai et al.2024 · 242 citations
  2. Foundation Models for Time Series Analysis: A Tutorial and Survey ↗ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · no summary yetYuxuan Liang et al.2024 · 235 citations
  3. Learning to Generate Maps from Trajectories ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetSijie Ruan et al.2020 · 83 citations
  4. Time-LLM: Time Series Forecasting by Reprogramming Large Language ModelsarXiv:2310.01728Ming Jin, Shiyu Wang, Lintao Ma, et al.2023 · 77 citations
  5. Position: What Can Large Language Models Tell Us about Time Series Analysis ↗arXiv:2402.02713 · no summary yetMing Jin et al.2024 · 31 citations
  6. Traffic-R1: Reinforced LLMs Bring Human-Like Reasoning to Traffic Signal Control SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Xingchen Zou, Yuhao Yang, Zheng Chen, et al.2026 · 4 citations

 Co-authors here

12 of 13 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 105 times (of the 149,439 papers whose bibliographies we read); 11 citing papers with a page here →.

Updated

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/yuxuan-liang/