--- title: "Hengshu Zhu — author profile and papers — Elamur Research" description: "Hengshu Zhu, Chinese Academy of Sciences: 3 papers on Elamur Research (2025–2026), h-index 45 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/hengshu-zhu/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/hengshu-zhu/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Hengshu Zhu # Hengshu Zhu Hengshu Zhu has 3 papers in our library, in 2025–2026, 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 [Chuan Qin](https://md.research.elamur.ai/free/en/authors/chuan-qin/), [Xi Chen](https://md.research.elamur.ai/free/en/authors/xi-chen/), [Chen Zhu](https://md.research.elamur.ai/free/en/authors/chen-zhu/). 3 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5049015446) · [ORCID](https://orcid.org/0000-0003-4570-643X) · [Wikidata](https://www.wikidata.org/wiki/Q130801401) · [**h-index 45**](https://openalex.org/authors/A5049015446) · [246 works](https://openalex.org/works?filter=author.id:A5049015446) · [14,012 citations](https://openalex.org/works?filter=author.id:A5049015446&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/hengshu-zhu/#papers) · [🔗 Cited 75 times in our library](https://md.research.elamur.ai/free/en/authors/hengshu-zhu/cited-by/) · [2 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #7096](https://md.research.elamur.ai/free/en/paper-stars/page/71/#star-7096) 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=Hengshu+Zhu) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Hengshu+Zhu) · [dblp](https://dblp.org/search?q=Hengshu+Zhu) · [ACL Anthology](https://aclanthology.org/search/?q=Hengshu+Zhu) ## Affiliations [🏛️**Chinese Academy of Sciences** Beijing · China 2024–2026 · 53 papers*current*](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Computer Network Information Center** Beijing · China 2019–2026 · 53 papersEmployment since 2019 · Researcher/Full Professor*current*](https://md.research.elamur.ai/free/en/labs/computer-network-information-center/) · [🎓**University of Chinese Academy of Sciences** Beijing · China 2013–2026 · 20 papers*current*](https://md.research.elamur.ai/free/en/universities/university-of-chinese-academy-of-sciences/) · [🏢**Baidu** Beijing · China 2014–2026 · 117 papersEmployment 2014–2022 · Lab Head/Deputy GM/Principal Scientist & Architect, Baidu Talent Intelligent Center/ Baidu Research](https://md.research.elamur.ai/free/en/companies/baidu/) · [🎓**University of Science and Technology of China** Hefei · China 2008–2019 · 26 papers](https://md.research.elamur.ai/free/en/universities/university-of-science-and-technology-of-china/) · [🎓**The Hong Kong University of Science and Technology (Guangzhou)** Guangzhou · China 2022–2025 · 8 papers](https://md.research.elamur.ai/free/en/universities/the-hong-kong-university-of-science-and-technology-guangzhou/) · [🏢**Nokia** Beijing · China 2011–2012 · 3 papers](https://ror.org/01607kg94) · [🏛️**Agency for Science, Technology and Research** Singapore · Singapore 2026 · 2 papers](https://md.research.elamur.ai/free/en/government/agency-for-science-technology-and-research/) · [🎓**Hong Kong University of Science and Technology** Hong Kong · China 2024 · 2 papers](https://md.research.elamur.ai/free/en/universities/hong-kong-university-of-science-and-technology/) 🏛️**BOSS Zhipin** Beijing · [China](https://md.research.elamur.ai/free/en/countries/china/) 2022–2024Employment 2022–2024 · Lab Head & Chief Scientist, Career Science Lab From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 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 5 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 · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 3 Research subjects and languages the work is about.[Knowledge graphs & ontologies · 1 work](https://md.research.elamur.ai/free/en/topics/knowledge-graphs/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/hengshu-zhu/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/hengshu-zhu/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph](https://md.research.elamur.ai/free/en/papers/jiang-2025-kg-agent-efficient-autonomous-agent/)** *(2025 · 78 citations)* Large language models struggle with multi-hop, knowledge-heavy questions when they rely only on their parameters. 2. **[TLSA: LLM-Guided Text-Label Space Alignment with Contrastive Learning for Generalized Category Discovery](https://md.research.elamur.ai/free/en/papers/xu-2026-tlsa-llm-guided-text-label/)** *(2026 · 4 citations)* Generalized Category Discovery (GCD) trains a classifier on a small labeled set of known classes plus a large unlabeled pool that also contains unseen classes. The model must recognize the known classes and also form the new ones. The authors identify three weaknesses in current methods: 3. **[BOLT: Benchmarking Open-World Learning for Text Classification](https://md.research.elamur.ai/free/en/papers/qin-2026-bolt-benchmarking-open-world-learning/)** *(2026 · 1 citation)* Open-world text classification requires models to handle classes absent from training. Evaluation in this area has been fragmented. Most studies test on a few English intent datasets such as Banking and CLINC, and papers differ in how many classes are treated as known, how much data is labeled, and which metrics they… ## All works 5 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. **[Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion ↗](https://doi.org/10.1609/aaai.v34i05.6508) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Zhao Zhang et al.*2020 · 198 citations* 2. **[Interactive Attention Transfer Network for Cross-Domain Sentiment Classification ↗](https://doi.org/10.1609/aaai.v33i01.33015773) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Kai Zhang et al.*2019 · 138 citations* 3. **[KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph](https://md.research.elamur.ai/free/en/papers/jiang-2025-kg-agent-efficient-autonomous-agent/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jinhao Jiang, Kun Zhou, Wayne Xin Zhao, et al.*2025 · 78 citations* 4. **[TLSA: LLM-Guided Text-Label Space Alignment with Contrastive Learning for Generalized Category Discovery](https://md.research.elamur.ai/free/en/papers/xu-2026-tlsa-llm-guided-text-label/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Wenxi Xu, Chuan Qin, Xi Chen, et al.*2026 · 4 citations* 5. **[BOLT: Benchmarking Open-World Learning for Text Classification](https://md.research.elamur.ai/free/en/papers/qin-2026-bolt-benchmarking-open-world-learning/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Chuan Qin, Xi Chen, Jinpeng Li, et al.*2026 · 1 citation* ## Co-authors here 10 co-authors with a page, the most papers together first. - [Chuan Qin](https://md.research.elamur.ai/free/en/authors/chuan-qin/) ×2 - [Xi Chen](https://md.research.elamur.ai/free/en/authors/xi-chen/) ×2 - [Chen Zhu](https://md.research.elamur.ai/free/en/authors/chen-zhu/) - [Ji-Rong Wen](https://md.research.elamur.ai/free/en/authors/ji-rong-wen/) - [Jinhao Jiang](https://md.research.elamur.ai/free/en/authors/jinhao-jiang/) - [Jinpeng Li](https://md.research.elamur.ai/free/en/authors/jinpeng-li/) - [Kun Zhou](https://md.research.elamur.ai/free/en/authors/kun-zhou/) - [Wayne Xin Zhao](https://md.research.elamur.ai/free/en/authors/wayne-xin-zhao/) - [Yang Song](https://md.research.elamur.ai/free/en/authors/yang-song/) - [Yuanchun Zhou](https://md.research.elamur.ai/free/en/authors/yuanchun-zhou/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [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/), [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - Proceedings of the AAAI Conference on Artificial Intelligence ×2 - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 75 times (of the 149,439 papers whose bibliographies we read); [11 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/hengshu-zhu/cited-by/). Updated 31 October 2026