---
title: "Jundong Li · University of Virginia — author profile and papers"
description: "Jundong Li, University of Virginia: 5 papers on Elamur Research (2024–2026), h-index 57 — affiliations, topics, co-authors and who cites…"
canonical: "https://research.elamur.ai/free/en/authors/jundong-li/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jundong-li/)

[home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jundong Li

# Jundong Li

Jundong Li has 5 papers in our library, in 2024–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/); often with [Song Wang](https://md.research.elamur.ai/free/en/authors/song-wang/), [Zhen Tan](https://md.research.elamur.ai/free/en/authors/zhen-tan/), [Binchi Zhang](https://md.research.elamur.ai/free/en/authors/binchi-zhang/).

5 papers in our library · 2024–2026

[OpenAlex](https://openalex.org/A5029588473) · [ORCID](https://orcid.org/0000-0002-1878-817X) · [Wikidata](https://www.wikidata.org/wiki/Q130799091) · [**h-index 57**](https://openalex.org/authors/A5029588473) · [312 works](https://openalex.org/works?filter=author.id:A5029588473) · [14,048 citations](https://openalex.org/works?filter=author.id:A5029588473&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 5 works in our library](https://md.research.elamur.ai/free/en/authors/jundong-li/#papers) · [🔗 Cited 142 times in our library](https://md.research.elamur.ai/free/en/authors/jundong-li/cited-by/) · [3 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #5666](https://md.research.elamur.ai/free/en/paper-stars/page/57/#star-5666)

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=Jundong+Li) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jundong+Li) · [dblp](https://dblp.org/search?q=Jundong+Li) · [ACL Anthology](https://aclanthology.org/search/?q=Jundong+Li)

## Affiliations

[🎓**University of Virginia** Charlottesville · United States 2019–2026 · 187 papersEmployment since 2019 · Assistant Professor*current*](https://md.research.elamur.ai/free/en/universities/university-of-virginia/) · [🎓**Arizona State University** Tempe · United States 2015–2022 · 48 papers](https://md.research.elamur.ai/free/en/universities/arizona-state-university/) · [🏥**Sun Yat-sen University Cancer Center** Guangzhou · China 2018–2025 · 28 papers](https://ror.org/0400g8r85) · [🔬**State Key Laboratory of Oncology in South China** Guangzhou 2018–2025 · 16 papers](https://ror.org/04dn2ax39) · [🎓**Sun Yat-sen University** Guangzhou · China 2018–2025 · 8 papers](https://md.research.elamur.ai/free/en/universities/sun-yat-sen-university/) · [🎓**University of Connecticut** Storrs · United States 2024–2025 · 4 papers](https://md.research.elamur.ai/free/en/universities/university-of-connecticut/) · [🏥**Shanxi Provincial People’s Hospital** Taiyuan · China 2021–2023 · 4 papers](https://ror.org/057ckzt47) · [🎓**University of Alberta** Edmonton · Canada 2014–2015 · 4 papers](https://md.research.elamur.ai/free/en/universities/university-of-alberta/) · [🎓**Texas A&M University** College Station · United States 2019–2023 · 3 papers](https://md.research.elamur.ai/free/en/universities/texas-a-m-university/) · [🎓**Xi'an Jiaotong University** Xi'an · China 2022–2023 · 3 papers](https://md.research.elamur.ai/free/en/universities/xi-an-jiaotong-university/)

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 6 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 5 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 5 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 5 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/)

🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 3 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/)

## Works by year

### 2020s

[**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/jundong-li/year/2026/) · [**2025** 2 papers](https://md.research.elamur.ai/free/en/authors/jundong-li/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/jundong-li/year/2024/)

## Papers

The most cited first (OpenAlex and our library).

1. **[Large Language Models for Data Annotation and Synthesis: A Survey](https://md.research.elamur.ai/free/en/papers/tan-2024-large-language-models-data-annotation/)** *(2024 · 262 citations)* Labeling or generating training data by hand is slow, expensive and often requires domain experts. This survey examines how LLMs such as GPT-4, Gemini and LLaMA-2 can automate that work. It is a literature review, so it reports no new experiments. The authors frame the setting with two roles: an annotator model A…
2. **[Learning from Diverse Reasoning Paths with Routing and Collaboration](https://md.research.elamur.ai/free/en/papers/lei-2025-learning-diverse-reasoning-paths-routing/)** *(2025 · 11 citations)* Compact student models trained by black-box distillation usually see only one teacher rationale per question, which captures little of the teacher's reasoning repertoire.
3. **[AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction](https://md.research.elamur.ai/free/en/papers/wang-2025-anymac-cascading-flexible-multi-agent/)** *(2025 · 10 citations)* LLM-based multi-agent systems usually link agents through fixed or learned graphs, often DAGs. These graphs allow each agent to be used only once per round and let agents see only their neighbours' messages. AnyMAC replaces the graph with a sequence. At each step, Next-Agent Prediction (NAP) picks which role to call…
4. **[Mind the Gap in Cultural Alignment: Task-Aware Culture Management for Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2026-mind-gap-cultural-alignment-task/)** *(2026 · 2 citations)* Large language models often carry a Western-leaning cultural bias. Existing cultural alignment methods, such as persona prompting or fine-tuning on value surveys like WVS, have two weaknesses. Broad value data transfers poorly to concrete culture-sensitive tasks such as offensive language detection. Training one…
5. **[LOKA: Conflict-Aware LLM Knowledge Update with Adaptive Knowledge Memory](https://md.research.elamur.ai/free/en/papers/zhang-2026-loka-conflict-aware-llm-knowledge/)** *(2026)* LLMs need regular refreshing as facts change and as harmful or sensitive content is discovered. This means adding new knowledge and erasing old knowledge in the same update. The authors identify two obstacles. First, the gradients of learning and unlearning objectives often point in opposite directions. Second…

## All works

8 works of theirs in our library, the most cited first; 5 with a page here, the others link their original until we summarise them.

1. **[Large Language Models for Data Annotation and Synthesis: A Survey](https://md.research.elamur.ai/free/en/papers/tan-2024-large-language-models-data-annotation/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Zhen Tan, Dawei Li, Song Wang, et al.*2024 · 262 citations*
2. **[Be More with Less: Hypergraph Attention Networks for Inductive Text Classification ↗](https://aclanthology.org/2020.emnlp-main.399/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Kaize Ding et al.*2020 · 261 citations*
3. **[Radar: Residual Analysis for Anomaly Detection in Attributed Networks ↗](https://doi.org/10.24963/ijcai.2017/299) International Joint Conference on Artificial Intelligence · no summary yet**Jundong Li et al.*2017 · 249 citations*
4. **[Learning from Diverse Reasoning Paths with Routing and Collaboration](https://md.research.elamur.ai/free/en/papers/lei-2025-learning-diverse-reasoning-paths-routing/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Zhenyu Lei, Zhen Tan, Song Wang, et al.*2025 · 11 citations*
5. **[AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction](https://md.research.elamur.ai/free/en/papers/wang-2025-anymac-cascading-flexible-multi-agent/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Song Wang, Zhen Tan, Zihan Chen, et al.*2025 · 10 citations*
6. **[Reasoning of Large Language Models over Knowledge Graphs with Super-Relations ↗](https://arxiv.org/abs/2503.22166) arXiv:2503.22166 · no summary yet**Song Wang et al.*2025 · 8 citations*
7. **[Mind the Gap in Cultural Alignment: Task-Aware Culture Management for Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2026-mind-gap-cultural-alignment-task/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Binchi Zhang, Xujiang Zhao, Jundong Li, et al.*2026 · 2 citations*
8. **[LOKA: Conflict-Aware LLM Knowledge Update with Adaptive Knowledge Memory](https://md.research.elamur.ai/free/en/papers/zhang-2026-loka-conflict-aware-llm-knowledge/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Binchi Zhang, Zhengzhang Chen, Zaiyi Zheng, et al.*2026*

## Co-authors here

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

- [Song Wang](https://md.research.elamur.ai/free/en/authors/song-wang/) ×3
- [Zhen Tan](https://md.research.elamur.ai/free/en/authors/zhen-tan/) ×3
- [Binchi Zhang](https://md.research.elamur.ai/free/en/authors/binchi-zhang/) ×2
- [Haifeng Chen](https://md.research.elamur.ai/free/en/authors/haifeng-chen/) ×2
- [Zhengzhang Chen](https://md.research.elamur.ai/free/en/authors/zhengzhang-chen/) ×2
- [Zihan Chen](https://md.research.elamur.ai/free/en/authors/zihan-chen/) ×2
- [Bohan Jiang](https://md.research.elamur.ai/free/en/authors/bohan-jiang/)
- [Dawei Li](https://md.research.elamur.ai/free/en/authors/dawei-li/)
- [Huan Liu](https://md.research.elamur.ai/free/en/authors/huan-liu/)
- [Lu Cheng](https://md.research.elamur.ai/free/en/authors/lu-cheng/)
- [Tianlong Chen](https://md.research.elamur.ai/free/en/authors/tianlong-chen/)
- [Xujiang Zhao](https://md.research.elamur.ai/free/en/authors/xujiang-zhao/)

## Venues

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

- [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/) ×4: [EMNLP 2025](https://md.research.elamur.ai/free/en/venues/emnlp/2025/) ×2, [EMNLP 2024](https://md.research.elamur.ai/free/en/venues/emnlp/2024/)
- [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2
- International Joint Conference on Artificial Intelligence

## Cited by

Papers of our library cite their works 142 times (of the 149,439 papers whose bibliographies we read); [37 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jundong-li/cited-by/).

Updated 2 November 2026