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Meng Wang

Meng Wang has 3 papers in our library, in 2023–2026, most of them on Language models & pretraining, Reasoning, Knowledge graphs & ontologies; often with Donghong Ji, Haofen Wang, Jeff Z. Pan.

3 papers in our library · 2023–2026

OpenAlex · ORCID · Wikidata · h-index 104 · 1,177 works · 42,488 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 1,029 times in our library · 20 more in our library without a page yet · ⭐ Paper Stars ranking: #1723

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

🎓Hefei University of TechnologyHefei · China2008–2026 · 605 papersEmployment since 2011 · Professor, School of Computer Science and Information Engineeringcurrent🎓Wuhan UniversityWuhan · China2017–2026 · 8 paperscurrent🎓Henan Normal UniversityXinxiang · China2023–2026 · 6 paperscurrent🔬State Key Laboratory of Information Engineering in Surveying Mapping and Remote SensingWuhan · China2017–2026 · 4 paperscurrent🎓Tongji UniversityShanghai · China2020–2026 · 4 paperscurrent🎓Harbin Institute of TechnologyHarbin · China2015–2026 · 3 paperscurrent🎓University College LondonLondon · United Kingdom2024–2026 · 2 paperscurrent🎓Sichuan UniversityChengdu · China2026 · 1 papercurrent🏥West China Hospital of Sichuan UniversityChengdu · China2026 · 1 papercurrent🎓National University of SingaporeSingapore · Singapore2004–2025 · 41 papersEmployment 2010–2011 · Senior Research Fellow, School of Computing

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 8The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 workInformation Systems · 1 workHealth Informatics · 1 workMedicine · 1 work

🧭 Topics 4Research subjects and languages the work is about.Language models & pretraining · 2 worksInformation retrieval & search · 1 workReasoning · 2 worksKnowledge graphs & ontologies · 1 work

💡 Concepts 2Key ideas and methods explained on our concept pages.Large language models · 1 workRetrieval-augmented generation · 1 work

 Works by year

2020s

20262 papers20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Retrieval-Augmented Generation for Large Language Models: A Survey (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 (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 (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 ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetXiangnan He et al.2020 · 4,432 citations
  2. Retrieval-Augmented Generation for Large Language Models: A SurveyarXiv:2312.10997Yunfan Gao, Yun Xiong, Xinyu Gao, et al.2023 · 1,663 citations
  3. Revisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetLei Chen et al.2020 · 644 citations
  4. Adaptive Transfer Network for Cross-Domain Person Re-Identification ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJiawei Liu et al.2019 · 308 citations
  5. Prompting Large Language Models with Answer Heuristics for Knowledge-Based Visual Question Answering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZhenwei Shao et al.2023 · 262 citations
  6. DisturbLabel: Regularizing CNN on the Loss Layer ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLingxi Xie et al.2016 · 213 citations
  7. Deconfounded Video Moment Retrieval with Causal Intervention ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetXun Yang et al.2021 · 206 citations
  8. 3D deep shape descriptor ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYi Fang et al.2015 · 193 citations
  9. ClusterNet: Deep Hierarchical Cluster Network With Rigorously Rotation-Invariant Representation for Point Cloud Analysis ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChao Chen et al.2019 · 185 citations
  10. Graphonomy: Universal Human Parsing via Graph Transfer Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetKe Gong et al.2019 · 183 citations
  11. Deep Color Consistent Network for Low-Light Image Enhancement ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZhao Zhang et al.2022 · 156 citations
  12. Proposal-Free Video Grounding with Contextual Pyramid Network ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetKun Li, Dan Guo, Meng Wang2021 · 122 citations
  13. Enhanced Graph Learning for Collaborative Filtering via Mutual Information Maximization ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetYonghui Yang et al.2021 · 111 citations
  14. Try This Instead ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetTong Chen et al.2020 · 104 citations
  15. Joint Item Recommendation and Attribute Inference ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetLe Wu et al.2020 · 101 citations
  16. Differentiable Cross-modal Hashing via Multimodal Transformers ↗ACM International Conference on Multimedia (ACM MM) · no summary yetJunfeng Tu et al.2022 · 93 citations
  17. Play and Rewind ↗ACM International Conference on Multimedia (ACM MM) · no summary yetHanwang Zhang et al.2016 · 89 citations
  18. Interaction part mining: A mid-level approach for fine-grained action recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYang Zhou et al.2015 · 77 citations
  19. Motion Prediction using Trajectory Cues ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetZhenguang Liu et al.2021 · 61 citations
  20. Psyche-R1: Towards Reliable Psychological LLMs through Unified Empathy, Expertise, and ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Chongyuan Dai, Jinpeng Hu, Hongchang Shi, et al.2026 · 8 citations
  21. ODL-TempLLM: Ontology-Guided and Description Logic-Reasoned Temporal Reasoning with LLMsAnnual Meeting of the Association for Computational Linguistics (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 ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetYongcan Yu et al.2026
  23. WebUncertainty: Dual-Level Uncertainty Driven Planning and Reasoning For Autonomous Web Agent ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetLingfeng Zhang et al.2026

 Co-authors here

8 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 1,029 times (of the 149,439 papers whose bibliographies we read); 172 citing papers with a page here →.

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