--- title: "Jingwei Cheng — author profile and papers — Elamur Research" description: "Jingwei Cheng, Northeastern University: 4 papers on Elamur Research (2025–2026), h-index 14 — affiliations, topics, co-authors and who…" canonical: "https://research.elamur.ai/free/en/authors/jingwei-cheng/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/jingwei-cheng/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Jingwei Cheng # Jingwei Cheng Jingwei Cheng has 4 papers in our library, in 2025–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Knowledge graphs & ontologies](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Fu Zhang](https://md.research.elamur.ai/free/en/authors/fu-zhang/), [Jiashun Peng](https://md.research.elamur.ai/free/en/authors/jiashun-peng/), [Xiaoke Wang](https://md.research.elamur.ai/free/en/authors/xiaoke-wang/). 4 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5052002380) · [ORCID](https://orcid.org/0000-0003-1054-4952) · [**h-index 14**](https://openalex.org/authors/A5052002380) · [111 works](https://openalex.org/works?filter=author.id:A5052002380) · [881 citations](https://openalex.org/works?filter=author.id:A5052002380&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 4 works in our library](https://md.research.elamur.ai/free/en/authors/jingwei-cheng/#papers) · [🔗 Cited 5 times in our library](https://md.research.elamur.ai/free/en/authors/jingwei-cheng/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10477](https://md.research.elamur.ai/free/en/paper-stars/page/105/#star-10477) 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=Jingwei+Cheng) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Jingwei+Cheng) · [dblp](https://dblp.org/search?q=Jingwei+Cheng) · [ACL Anthology](https://aclanthology.org/search/?q=Jingwei+Cheng) ## Affiliations [🎓**Northeastern University** Shenyang · China 2007–2026 · 96 papersEducation 2007–2011 · Dr., College of Computer Science and Engineering*current*](https://md.research.elamur.ai/free/en/universities/northeastern-university-cn/) · [🎓**Northeastern University** Boston · United States 2008–2026 · 10 papers*current*](https://md.research.elamur.ai/free/en/universities/northeastern-university/) · [🏢**Hefei General Machinery Research Institute** Hefei · China 2025 · 2 papers](https://ror.org/02jheyr43) 🏛️**Northeatern University** Shenyang · [China](https://md.research.elamur.ai/free/en/countries/china/) 2011Employment since 2011 · Lecturer, College of Computer Science and Engineering From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed. ## 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).[Artificial Intelligence · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 4 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Vision and Pattern Recognition · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) 🧭 Topics 5 Research subjects and languages the work is about.[Language models & pretraining · 2 works](https://md.research.elamur.ai/free/en/topics/language-models/) · [Vision & language · 2 works](https://md.research.elamur.ai/free/en/topics/multimodal/) · [Knowledge graphs & ontologies · 2 works](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) · [Information extraction · 1 work](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/jingwei-cheng/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/jingwei-cheng/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human Feedback](https://md.research.elamur.ai/free/en/papers/chen-2025-rrhf-v-ranking-responses-mitigate/)** *(2025 · 5 citations)* Multimodal large language models (MLLMs) often hallucinate, describing objects, colours, counts or positions that are not in the image. 2. **[Critic Rule Induction: Improving Temporal Knowledge Graph Forecasting with Generator-Critic Language Models](https://md.research.elamur.ai/free/en/papers/ning-2026-critic-rule-induction-improving-temporal/)** *(2026)* The paper addresses forecasting future events in temporal knowledge graphs (TKGs) using explicit logical rules. 3. **[From Local Perspective to Global Reasoning: A Neuro-Symbolic Framework for Zero-Shot Relation Extraction](https://md.research.elamur.ai/free/en/papers/lyu-2026-local-perspective-global-reasoning-neuro/)** *(2026)* Zero-Shot Relation Extraction (ZSRE) requires labelling entity pairs in sentences with relations never seen during training. 4. **[Not All Modalities at Once: Dynamic Dropout and Bidirectional Fusion for Robust Multi-modal Knowledge Graph Completion](https://md.research.elamur.ai/free/en/papers/peng-2026-not-all-modalities-once-dynamic/)** *(2026)* Multi-modal knowledge graph completion (MKGC) predicts missing entities in triples by combining graph structure with entity descriptions and images. ## All works 6 works of theirs in our library, the most cited first; 4 with a page here, the others link their original until we summarise them. 1. **[RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human Feedback](https://md.research.elamur.ai/free/en/papers/chen-2025-rrhf-v-ranking-responses-mitigate/) [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/)**Guoqing Chen, Fu Zhang, Jinghao Lin, et al.*2025 · 5 citations* 2. **[Critic Rule Induction: Improving Temporal Knowledge Graph Forecasting with Generator-Critic Language Models](https://md.research.elamur.ai/free/en/papers/ning-2026-critic-rule-induction-improving-temporal/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yingsong Ning, Fu Zhang, Jingwei Cheng, et al.*2026* 3. **[From Local Perspective to Global Reasoning: A Neuro-Symbolic Framework for Zero-Shot Relation Extraction](https://md.research.elamur.ai/free/en/papers/lyu-2026-local-perspective-global-reasoning-neuro/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Kailun Lyu, Fu Zhang, Zehan Li, et al.*2026* 4. **[Not All Modalities at Once: Dynamic Dropout and Bidirectional Fusion for Robust Multi-modal Knowledge Graph Completion](https://md.research.elamur.ai/free/en/papers/peng-2026-not-all-modalities-once-dynamic/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Jiashun Peng, Fu Zhang, Hongzhi Chen, et al.*2026* 5. **[ATGL: An Adaptive-Threshold Global Loss for Document-level Relation Extraction ↗](https://aclanthology.org/2026.acl-long.1603/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Huangming Xu et al.*2026* 6. **[DEBAR: Mitigating Contextual Bias in Cross-Document Relation Extraction via Dual-Stream Decoupling ↗](https://aclanthology.org/2026.acl-long.1091/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Zhixuan Yang et al.*2026* ## Co-authors here 6 co-authors with a page, the most papers together first. - [Fu Zhang](https://md.research.elamur.ai/free/en/authors/fu-zhang/) ×4 - [Jiashun Peng](https://md.research.elamur.ai/free/en/authors/jiashun-peng/) ×2 - [Xiaoke Wang](https://md.research.elamur.ai/free/en/authors/xiaoke-wang/) ×2 - [Yingsong Ning](https://md.research.elamur.ai/free/en/authors/yingsong-ning/) ×2 - [Jinghao Lin](https://md.research.elamur.ai/free/en/authors/jinghao-lin/) - [Zehan Li](https://md.research.elamur.ai/free/en/authors/zehan-li/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×3: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×3 - Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ×2 - [International Conference on Computational Linguistics (COLING)](https://md.research.elamur.ai/free/en/venues/coling/): [COLING 2025](https://md.research.elamur.ai/free/en/venues/coling/2025/) ## Cited by Papers of our library cite their works 5 times (of the 149,439 papers whose bibliographies we read); [2 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/jingwei-cheng/cited-by/). Updated 1 November 2026