---
title: "Meng Wang · Tongji University — author profile and papers"
description: "Meng Wang, Tongji University: 3 papers on Elamur Research (2023–2026), h-index 104 — affiliations, topics, co-authors and who cites them…"
canonical: "https://research.elamur.ai/free/en/authors/meng-wang/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/meng-wang/)

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

# Meng Wang

Meng Wang has 3 papers in our library, in 2023–2026, 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/), [Knowledge graphs & ontologies](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/); often with [Donghong Ji](https://md.research.elamur.ai/free/en/authors/donghong-ji/), [Haofen Wang](https://md.research.elamur.ai/free/en/authors/haofen-wang/), [Jeff Z. Pan](https://md.research.elamur.ai/free/en/authors/jeff-z-pan/).

3 papers in our library · 2023–2026

[OpenAlex](https://openalex.org/A5100377147) · [ORCID](https://orcid.org/0000-0002-3094-7735) · [Wikidata](https://www.wikidata.org/wiki/Q130799787) · [**h-index 104**](https://openalex.org/authors/A5100377147) · [1,177 works](https://openalex.org/works?filter=author.id:A5100377147) · [42,488 citations](https://openalex.org/works?filter=author.id:A5100377147&sort=cited_by_count:desc) OpenAlex, 2026-10-14

[📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/meng-wang/#papers) · [🔗 Cited 1,029 times in our library](https://md.research.elamur.ai/free/en/authors/meng-wang/cited-by/) · [20 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #1723](https://md.research.elamur.ai/free/en/paper-stars/page/18/#star-1723)

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

## Affiliations

[🎓**Hefei University of Technology** Hefei · China 2008–2026 · 605 papersEmployment since 2011 · Professor, School of Computer Science and Information Engineering*current*](https://md.research.elamur.ai/free/en/universities/hefei-university-of-technology/) · [🎓**Wuhan University** Wuhan · China 2017–2026 · 8 papers*current*](https://md.research.elamur.ai/free/en/universities/wuhan-university/) · [🎓**Henan Normal University** Xinxiang · China 2023–2026 · 6 papers*current*](https://ror.org/00s13br28) · [🔬**State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing** Wuhan · China 2017–2026 · 4 papers*current*](https://ror.org/02bpap860) · [🎓**Tongji University** Shanghai · China 2020–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/tongji-university/) · [🎓**Harbin Institute of Technology** Harbin · China 2015–2026 · 3 papers*current*](https://md.research.elamur.ai/free/en/universities/harbin-institute-of-technology/) · [🎓**University College London** London · United Kingdom 2024–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/universities/university-college-london/) · [🎓**Sichuan University** Chengdu · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/sichuan-university/) · [🏥**West China Hospital of Sichuan University** Chengdu · China 2026 · 1 paper*current*](https://ror.org/007mrxy13) · [🎓**National University of Singapore** Singapore · Singapore 2004–2025 · 41 papersEmployment 2010–2011 · Senior Research Fellow, School of Computing](https://md.research.elamur.ai/free/en/universities/national-university-of-singapore/)

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 168 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 8 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 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/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Health Informatics · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/health-informatics/) · [Medicine · 1 work](https://md.research.elamur.ai/free/en/shelves/medicine/)

🧭 Topics 4 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Information retrieval & search · 1 work](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Reasoning · 2 works](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Knowledge graphs & ontologies · 1 work](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/)

💡 Concepts 2 Key ideas and methods explained on our concept pages.[Large language models · 1 work](https://md.research.elamur.ai/free/en/concepts/large-language-models/) · [Retrieval-augmented generation · 1 work](https://md.research.elamur.ai/free/en/concepts/retrieval-augmented-generation/)

## Works by year

### 2020s

[**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/meng-wang/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/meng-wang/year/2023/)

## Papers

The most cited first (OpenAlex and our library).

1. **[Retrieval-Augmented Generation for Large Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/gao-2023-retrieval-augmented-generation-large-language/)** *(2023 · 1,663 citations)* Large language models write fluently, but they invent facts, lag behind recent events, and give no trace of where an answer came from.
2. **[Psyche-R1: Towards Reliable Psychological LLMs through Unified Empathy, Expertise, and Reasoning](https://md.research.elamur.ai/free/en/papers/dai-2026-psyche-r1-reliable-psychological-llms/)** *(2026 · 8 citations)* Psyche-R1 is a Chinese psychological LLM that combines three abilities usually built separately: empathetic counselling, psychology domain knowledge, and explicit reasoning.
3. **[ODL-TempLLM: Ontology-Guided and Description Logic-Reasoned Temporal Reasoning with LLMs](https://md.research.elamur.ai/free/en/papers/liu-2026-odl-templlm-ontology-guided-description/)** *(2026)* LLMs often fail at temporal question answering because they must work out event orderings implicitly from raw context. They miss relations and are confused by irrelevant ones. ODL-TempLLM is a neuro-symbolic pipeline that moves this work outside the model. It has three stages:

## All works

23 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

1. **[LightGCN ↗](https://doi.org/10.1145/3397271.3401063) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Xiangnan He et al.*2020 · 4,432 citations*
2. [**Retrieval-Augmented Generation for Large Language Models: A Survey arXiv:2312.10997**Yunfan Gao, Yun Xiong, Xinyu Gao, et al.*2023 · 1,663 citations*](https://md.research.elamur.ai/free/en/papers/gao-2023-retrieval-augmented-generation-large-language/)
3. **[Revisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach ↗](https://doi.org/10.1609/aaai.v34i01.5330) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Lei Chen et al.*2020 · 644 citations*
4. **[Adaptive Transfer Network for Cross-Domain Person Re-Identification ↗](https://doi.org/10.1109/cvpr.2019.00737) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Jiawei Liu et al.*2019 · 308 citations*
5. **[Prompting Large Language Models with Answer Heuristics for Knowledge-Based Visual Question Answering ↗](https://doi.org/10.1109/cvpr52729.2023.01438) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Zhenwei Shao et al.*2023 · 262 citations*
6. **[DisturbLabel: Regularizing CNN on the Loss Layer ↗](https://doi.org/10.1109/cvpr.2016.514) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Lingxi Xie et al.*2016 · 213 citations*
7. **[Deconfounded Video Moment Retrieval with Causal Intervention ↗](https://doi.org/10.1145/3404835.3462823) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Xun Yang et al.*2021 · 206 citations*
8. **[3D deep shape descriptor ↗](https://doi.org/10.1109/cvpr.2015.7298845) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yi Fang et al.*2015 · 193 citations*
9. **[ClusterNet: Deep Hierarchical Cluster Network With Rigorously Rotation-Invariant Representation for Point Cloud Analysis ↗](https://doi.org/10.1109/cvpr.2019.00513) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Chao Chen et al.*2019 · 185 citations*
10. **[Graphonomy: Universal Human Parsing via Graph Transfer Learning ↗](https://doi.org/10.1109/cvpr.2019.00763) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Ke Gong et al.*2019 · 183 citations*
11. **[Deep Color Consistent Network for Low-Light Image Enhancement ↗](https://doi.org/10.1109/cvpr52688.2022.00194) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Zhao Zhang et al.*2022 · 156 citations*
12. **[Proposal-Free Video Grounding with Contextual Pyramid Network ↗](https://doi.org/10.1609/aaai.v35i3.16285) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Kun Li, Dan Guo, Meng Wang*2021 · 122 citations*
13. **[Enhanced Graph Learning for Collaborative Filtering via Mutual Information Maximization ↗](https://doi.org/10.1145/3404835.3462928) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Yonghui Yang et al.*2021 · 111 citations*
14. **[Try This Instead ↗](https://doi.org/10.1145/3397271.3401042) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Tong Chen et al.*2020 · 104 citations*
15. **[Joint Item Recommendation and Attribute Inference ↗](https://doi.org/10.1145/3397271.3401144) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Le Wu et al.*2020 · 101 citations*
16. **[Differentiable Cross-modal Hashing via Multimodal Transformers ↗](https://doi.org/10.1145/3503161.3548187) ACM International Conference on Multimedia (ACM MM) · no summary yet**Junfeng Tu et al.*2022 · 93 citations*
17. **[Play and Rewind ↗](https://doi.org/10.1145/2964284.2964308) ACM International Conference on Multimedia (ACM MM) · no summary yet**Hanwang Zhang et al.*2016 · 89 citations*
18. **[Interaction part mining: A mid-level approach for fine-grained action recognition ↗](https://doi.org/10.1109/cvpr.2015.7298953) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Yang Zhou et al.*2015 · 77 citations*
19. **[Motion Prediction using Trajectory Cues ↗](https://doi.org/10.1109/iccv48922.2021.01305) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Zhenguang Liu et al.*2021 · 61 citations*
20. **[Psyche-R1: Towards Reliable Psychological LLMs through Unified Empathy, Expertise, and Reasoning](https://md.research.elamur.ai/free/en/papers/dai-2026-psyche-r1-reliable-psychological-llms/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Chongyuan Dai, Jinpeng Hu, Hongchang Shi, et al.*2026 · 8 citations*
21. **[ODL-TempLLM: Ontology-Guided and Description Logic-Reasoned Temporal Reasoning with LLMs](https://md.research.elamur.ai/free/en/papers/liu-2026-odl-templlm-ontology-guided-description/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jinshuo Liu, Cheng Bi, Meng Wang, et al.*2026*
22. **[Understanding and Mitigating Spurious Signal Amplification in Test-Time Reinforcement Learning for Math Reasoning ↗](https://aclanthology.org/2026.findings-acl.1865/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Yongcan Yu et al.*2026*
23. **[WebUncertainty: Dual-Level Uncertainty Driven Planning and Reasoning For Autonomous Web Agent ↗](https://aclanthology.org/2026.findings-acl.637/) Findings of the Association for Computational Linguistics: ACL 2026 · no summary yet**Lingfeng Zhang et al.*2026*

## Co-authors here

8 co-authors with a page, the most papers together first.

- [Donghong Ji](https://md.research.elamur.ai/free/en/authors/donghong-ji/)
- [Haofen Wang](https://md.research.elamur.ai/free/en/authors/haofen-wang/)
- [Jeff Z. Pan](https://md.research.elamur.ai/free/en/authors/jeff-z-pan/)
- [Jinpeng Hu](https://md.research.elamur.ai/free/en/authors/jinpeng-hu/)
- [Xun Yang](https://md.research.elamur.ai/free/en/authors/xun-yang/)
- [Yi Dai](https://md.research.elamur.ai/free/en/authors/yi-dai/)
- [Yun Xiong](https://md.research.elamur.ai/free/en/authors/yun-xiong/)
- [Zhuo Li](https://md.research.elamur.ai/free/en/authors/zhuo-li/)

## Venues

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

- IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×8
- International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) ×5
- [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
- ACM International Conference on Multimedia (ACM MM) ×2
- Findings of the Association for Computational Linguistics: ACL 2026 ×2
- Proceedings of the AAAI Conference on Artificial Intelligence ×2
- IEEE/CVF International Conference on Computer Vision (ICCV)

## Cited by

Papers of our library cite their works 1,029 times (of the 149,439 papers whose bibliographies we read); [172 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/meng-wang/cited-by/).

Updated 1 November 2026