🧑‍🔬 Yi Bin

🏛️ Affiliations

🎓Tongji UniversityShanghai · China2024–2026 · 14 paperscurrent🎓Changsha University of Science and TechnologyChangsha · China2004–2026 · 13 paperscurrent🎓University of Electronic Science and Technology of ChinaChengdu · China2015–2024 · 29 papers🎓Army Medical UniversityChongqing · China2020–2025 · 14 papers🏥Southwest HospitalChongqing · China2020–2025 · 12 papers🎓National University of SingaporeSingapore · Singapore2023–2024 · 11 papers🎓Yichun UniversityYichun · China2005–2010 · 7 papers🎓National University of Defense TechnologyChangsha · China2016–2021 · 5 papers🎓Hunan University of Science and EngineeringHunan · China2007–2010 · 4 papers🎓Huizhou UniversityHuizhou · China2011–2019 · 3 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 22 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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models (2024 · 86 citations)
   Open-source multimodal LLMs such as LLaVA-1.5 handle general VQA well but struggle with math problems that depend on diagrams, charts, or tables.
2. RISER: Orchestrating Latent Reasoning Skills for Adaptive Activation Steering (2026 · 1 citation)
   LLMs reason well in general but are uneven on specialised tasks. Fine-tuning fixes this at high cost and with the risk of forgetting. Existing activation steering usually adds one fixed vector at a hand-tuned strength. RISER, whose name reflects its use of a router that intervenes in the model to steer and improve…

All works

3 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. Graph-to-Tree Learning for Solving Math Word Problems ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetJipeng Zhang et al.2020 · 186 citations
2. Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language ModelsFindings of the Association for Computational LinguisticsWenhao Shi, Zhiqiang Hu, Yi Bin, et al.2024 · 86 citations
3. RISER: Orchestrating Latent Reasoning Skills for Adaptive Activation SteeringFindings of the Association for Computational LinguisticsWencheng Ye, Xiaoyang Yuan, Yi Bin, et al.2026 · 1 citation

🤝 Co-authors here

6 co-authors with a page, the most papers together first.

• Heng Tao Shen
• Lidong Bing
• Roy Ka-Wei Lee
• See-Kiong Ng
• Yang Yang
• Zhiqiang Hu

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 ×2: Findings of the Association for Computational Linguistics 2026, Findings of the Association for Computational Linguistics 2024
• Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

🔗 Cited by

Papers of our library cite their works 116 times (of the 149,439 papers whose bibliographies we read); 25 citing papers with a page here →.

Updated 31 October 2026

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