--- title: "Longtao Huang · Alibaba Group — author profile and papers" description: "Longtao Huang, Alibaba Group: 2 papers on Elamur Research (2026), h-index 20 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/longtao-huang/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/longtao-huang/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Longtao Huang # Longtao Huang Longtao Huang has 2 papers in our library, in 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/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Haiwen Hong](https://md.research.elamur.ai/free/en/authors/haiwen-hong/), [Hui Xue](https://md.research.elamur.ai/free/en/authors/hui-xue/), [Huajun Chen](https://md.research.elamur.ai/free/en/authors/huajun-chen/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5058197951) · [ORCID](https://orcid.org/0000-0002-0517-1592) · [**h-index 20**](https://openalex.org/authors/A5058197951) · [88 works](https://openalex.org/works?filter=author.id:A5058197951) · [2,142 citations](https://openalex.org/works?filter=author.id:A5058197951&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/longtao-huang/#papers) · [🔗 Cited 133 times in our library](https://md.research.elamur.ai/free/en/authors/longtao-huang/cited-by/) · [5 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #11203](https://md.research.elamur.ai/free/en/paper-stars/page/113/#star-11203) 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=Longtao+Huang) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Longtao+Huang) · [dblp](https://dblp.org/search?q=Longtao+Huang) · [ACL Anthology](https://aclanthology.org/search/?q=Longtao+Huang) ## Affiliations [🏢**Alibaba Group** Hangzhou · China 2019–2026 · 48 papersEmployment*current*](https://md.research.elamur.ai/free/en/companies/alibaba-group/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2015–2020 · 11 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Institute of Information Engineering** Beijing · China 2015–2020 · 10 papers](https://md.research.elamur.ai/free/en/labs/institute-of-information-engineering/) · [🎓**Zhejiang University** Hangzhou · China 2011–2016 · 10 papersEducation](https://md.research.elamur.ai/free/en/universities/zhejiang-university/) · [🎓**Shenzhen University** Shenzhen · China 2024–2025 · 2 papers](https://md.research.elamur.ai/free/en/universities/shenzhen-university/) 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 · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 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/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Vision & language · 1 work](https://md.research.elamur.ai/free/en/topics/multimodal/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/longtao-huang/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts](https://md.research.elamur.ai/free/en/papers/xu-2026-seeing-but-not-thinking-routing/)** *(2026 · 1 citation)* The paper examines a failure mode in multimodal Mixture-of-Experts (MoE) vision-language models. The authors call it "Seeing but Not Thinking": a model reads an image-rendered problem correctly but then reasons wrongly, even though it solves the same problem when given as text. Using image-rendered versions of… 2. **[Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics](https://md.research.elamur.ai/free/en/papers/xu-2026-why-steering-works-unified-view/)** *(2026 · 1 citation)* Methods for controlling LLM behaviour are usually studied separately, with different assumptions and evaluation setups. ## All works 7 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them. 1. **[SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms Extraction ↗](https://aclanthology.org/2020.acl-main.296/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**He Zhao et al.*2020 · 211 citations* 2. **[Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation ↗](https://aclanthology.org/2022.emnlp-main.347/) Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yet**Xiaohui Song et al.*2022 · 136 citations* 3. **[Prototypical Verbalizer for Prompt-based Few-shot Tuning ↗](https://aclanthology.org/2022.acl-long.483/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Ganqu Cui et al.*2022 · 108 citations* 4. **[SAM-Net: Integrating Event-Level and Chain-Level Attentions to Predict What Happens Next ↗](https://doi.org/10.1609/aaai.v33i01.33016802) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Shangwen Lv et al.*2019 · 65 citations* 5. **[Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts](https://md.research.elamur.ai/free/en/papers/xu-2026-seeing-but-not-thinking-routing/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Haolei Xu, Haiwen Hong, Hongxing Li, et al.*2026 · 1 citation* 6. **[Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics](https://md.research.elamur.ai/free/en/papers/xu-2026-why-steering-works-unified-view/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Ziwen Xu, Chenyan WU, Hengyu Sun, et al.*2026 · 1 citation* 7. **[How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities ↗](https://aclanthology.org/2026.acl-long.1443/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Ziwen Xu et al.*2026* ## Co-authors here 12 of 13 co-authors with a page, the most papers together first. - [Haiwen Hong](https://md.research.elamur.ai/free/en/authors/haiwen-hong/) ×2 - [Hui Xue](https://md.research.elamur.ai/free/en/authors/hui-xue/) ×2 - [Huajun Chen](https://md.research.elamur.ai/free/en/authors/huajun-chen/) - [Mengru Wang](https://md.research.elamur.ai/free/en/authors/mengru-wang/) - [Ningyu Zhang](https://md.research.elamur.ai/free/en/authors/ningyu-zhang/) - [Shumin Deng](https://md.research.elamur.ai/free/en/authors/shumin-deng/) - [Weiming Lu](https://md.research.elamur.ai/free/en/authors/weiming-lu/) - [Yang Zhang](https://md.research.elamur.ai/free/en/authors/yang-zhang/) - [Yongliang Shen](https://md.research.elamur.ai/free/en/authors/yongliang-shen/) - [Yueting Zhuang](https://md.research.elamur.ai/free/en/authors/yueting-zhuang/) - [Yunzhi Yao](https://md.research.elamur.ai/free/en/authors/yunzhi-yao/) - [Zhixuan Chu](https://md.research.elamur.ai/free/en/authors/zhixuan-chu/) ## 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/) ×5: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) ×2 - Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing - Proceedings of the AAAI Conference on Artificial Intelligence ## Cited by Papers of our library cite their works 133 times (of the 149,439 papers whose bibliographies we read); [9 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/longtao-huang/cited-by/). Updated 1 November 2026