--- title: "Anji Liu — author profile and papers — Elamur Research" description: "Anji Liu, National University of Singapore: 2 papers on Elamur Research (2023–2024), h-index 8 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/anji-liu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/anji-liu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Anji Liu # Anji Liu Anji Liu has 2 papers in our library, in 2023–2024, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Information retrieval & search](https://md.research.elamur.ai/free/en/topics/information-retrieval/); often with [Xiaojian Ma](https://md.research.elamur.ai/free/en/authors/xiaojian-ma/), [Yitao Liang](https://md.research.elamur.ai/free/en/authors/yitao-liang/), [Zihao Wang](https://md.research.elamur.ai/free/en/authors/zihao-wang/). 2 papers in our library · 2023–2024 [OpenAlex](https://openalex.org/A5057756881) · [ORCID](https://orcid.org/0000-0001-8640-0061) · [**h-index 8**](https://openalex.org/authors/A5057756881) · [44 works](https://openalex.org/works?filter=author.id:A5057756881) · [252 citations](https://openalex.org/works?filter=author.id:A5057756881&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/anji-liu/#papers) · [🔗 Cited 213 times in our library](https://md.research.elamur.ai/free/en/authors/anji-liu/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6256](https://md.research.elamur.ai/free/en/paper-stars/page/63/#star-6256) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Anji+Liu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Anji+Liu) · [dblp](https://dblp.org/search?q=Anji+Liu) · [ACL Anthology](https://aclanthology.org/search/?q=Anji+Liu) ## Affiliations [🎓**National University of Singapore** Singapore · Singapore 2023–2026 · 3 papersEmployment since 2025 · Assistant Professor, Computer Science*current*](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/) · [🎓**University of California, Los Angeles** Los Angeles · United States 2018–2025 · 27 papersEducation since 2025 · PhD, Computer Science](https://md.research.elamur.ai/free/en/universities/university-of-california-los-angeles/) · [🎓**University of Stuttgart** Stuttgart · Germany 2024–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/university-of-stuttgart/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Arts and Humanities · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 2 Research subjects and languages the work is about.[Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/anji-liu/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/anji-liu/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents](https://md.research.elamur.ai/free/en/papers/wang-2023-describe-explain-plan-select-interactive/)** *(2023 · 174 citations)* The paper tackles task planning for embodied agents in open-world settings such as Minecraft. Two problems make LLM planners fail there. Tasks need long chains of dependent sub-goals, so a plan written in one pass is often wrong. Plans also ignore which of several alternative sub-goals the agent can reach most easily… 2. **[RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation](https://md.research.elamur.ai/free/en/papers/wang-2024-rat-retrieval-augmented-thoughts-elicit/)** *(2024 · 46 citations)* Large language models that reason step by step often produce intermediate thoughts containing invented facts. ## All works 4 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. [**Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents arXiv:2302.01560**Zihao Wang, Shaofei Cai, Guanzhou Chen, et al.*2023 · 174 citations*](https://md.research.elamur.ai/free/en/papers/wang-2023-describe-explain-plan-select-interactive/) 2. **[JARVIS-1: Open-World Multi-task Agents with Memory-Augmented Multimodal Language Models ↗](https://arxiv.org/abs/2311.05997) arXiv:2311.05997 · no summary yet**Zihao Wang et al.*2023 · 47 citations* 3. [**RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation arXiv:2403.05313**Zihao Wang, Anji Liu, Haowei Lin, et al.*2024 · 46 citations*](https://md.research.elamur.ai/free/en/papers/wang-2024-rat-retrieval-augmented-thoughts-elicit/) 4. **[Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction ↗](https://arxiv.org/abs/2301.10034) arXiv:2301.10034 · no summary yet**Shaofei Cai et al.*2023 · 18 citations* ## Co-authors here 4 co-authors with a page, the most papers together first. - [Xiaojian Ma](https://md.research.elamur.ai/free/en/authors/xiaojian-ma/) ×2 - [Yitao Liang](https://md.research.elamur.ai/free/en/authors/yitao-liang/) ×2 - [Zihao Wang](https://md.research.elamur.ai/free/en/authors/zihao-wang/) ×2 - [Jiaqi Li](https://md.research.elamur.ai/free/en/authors/jiaqi-li/) ## Cited by Papers of our library cite their works 213 times (of the 149,439 papers whose bibliographies we read); [50 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/anji-liu/cited-by/). Updated 30 October 2026