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Longtao Huang

Longtao Huang has 2 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning, Vision & language; often with Haiwen Hong, Hui Xue, Huajun Chen.

2 papers in our library · 2026

OpenAlex · ORCID · h-index 20 · 88 works · 2,142 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 133 times in our library · 5 more in our library without a page yet · ⭐ Paper Stars ranking: #11203

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

🏢Alibaba GroupHangzhou · China2019–2026 · 48 papersEmploymentcurrent🏛️Chinese Academy of SciencesBeijing · China2015–2020 · 11 papers🔬Institute of Information EngineeringBeijing · China2015–2020 · 10 papers🎓Zhejiang UniversityHangzhou · China2011–2016 · 10 papersEducation🎓Shenzhen UniversityShenzhen · China2024–2025 · 2 papers

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 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work

🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 workVision & language · 1 work

 Works by year

2020s

20262 papers

 Papers

The most cited first (OpenAlex and our library).

  1. Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts (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 (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 ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetHe Zhao et al.2020 · 211 citations
  2. Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetXiaohui Song et al.2022 · 136 citations
  3. Prototypical Verbalizer for Prompt-based Few-shot Tuning ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetGanqu Cui et al.2022 · 108 citations
  4. SAM-Net: Integrating Event-Level and Chain-Level Attentions to Predict What Happens Next ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetShangwen Lv et al.2019 · 65 citations
  5. Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-ExpertsAnnual Meeting of the Association for Computational Linguistics (ACL)Haolei Xu, Haiwen Hong, Hongxing Li, et al.2026 · 1 citation
  6. Why Steering Works: Toward a Unified View of Language Model Parameter DynamicsAnnual Meeting of the Association for Computational Linguistics (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 ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetZiwen Xu et al.2026

 Co-authors here

12 of 13 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 133 times (of the 149,439 papers whose bibliographies we read); 9 citing papers with a page here →.

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