--- title: "Houwen Peng — author profile and papers · Reasoning" description: "Houwen Peng, Tencent: 2 papers on Elamur Research (2025–2026), h-index 32 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/houwen-peng/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/houwen-peng/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Houwen Peng # Houwen Peng Houwen Peng has 2 papers in our library, in 2025–2026, most of them on [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Vision & language](https://md.research.elamur.ai/free/en/topics/multimodal/); often with [Bing Li](https://md.research.elamur.ai/free/en/authors/bing-li/). 2 papers in our library · 2025–2026 [OpenAlex](https://openalex.org/A5080495327) · [ORCID](https://orcid.org/0000-0001-8544-8952) · [**h-index 32**](https://openalex.org/authors/A5080495327) · [67 works](https://openalex.org/works?filter=author.id:A5080495327) · [10,533 citations](https://openalex.org/works?filter=author.id:A5080495327&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/houwen-peng/#papers) · [🔗 Cited 257 times in our library](https://md.research.elamur.ai/free/en/authors/houwen-peng/cited-by/) · [10 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #9618](https://md.research.elamur.ai/free/en/paper-stars/page/97/#star-9618) 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=Houwen+Peng) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Houwen+Peng) · [dblp](https://dblp.org/search?q=Houwen+Peng) · [ACL Anthology](https://aclanthology.org/search/?q=Houwen+Peng) ## Affiliations [🏢**Microsoft Research Asia** Beijing · China 2019–2026 · 21 papers*current*](https://md.research.elamur.ai/free/en/companies/microsoft-research-asia/) · [🏢**Tencent** Shenzhen · China 2025–2026 · 9 papers*current*](https://md.research.elamur.ai/free/en/companies/tencent/) · [🎓**Tsinghua Shenzhen International Graduate School** Shenzhen · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-shenzhen-international-graduate-school/) · [🎓**Tsinghua University** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/tsinghua-university/) · [🏢**Microsoft** Redmond · United States 2019–2025 · 17 papers](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🏛️**Chinese Academy of Sciences** Beijing · China 2013–2017 · 6 papers](https://md.research.elamur.ai/free/en/government/chinese-academy-of-sciences/) · [🔬**Institute of Automation** Beijing · China 2013–2019 · 5 papers](https://md.research.elamur.ai/free/en/labs/institute-of-automation/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 6 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/) · [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 2 Research subjects and languages the work is about.[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** 1 paper](https://md.research.elamur.ai/free/en/authors/houwen-peng/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/houwen-peng/year/2025/) ## Papers The most cited first (OpenAlex and our library). 1. **[Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning](https://md.research.elamur.ai/free/en/papers/sun-2025-mitigating-visual-forgetting-take-along/)** *(2025 · 12 citations)* The paper addresses "visual forgetting" in multimodal LLMs that produce long chain-of-thought answers. As reasoning gets longer, these models attend less to the input image and rely more on their own earlier text, which can lock in mistakes. The authors measured this with QVQ-72B-Preview. They cut reasoning at eight… 2. **[LaMPE: Length-aware Multi-grained Positional Encoding for Adaptive Long-context Scaling Without Training](https://md.research.elamur.ai/free/en/papers/zhang-2026-lampe-length-aware-multi-grained/)** *(2026 · 1 citation)* RoPE-based LLMs perform much worse when inputs exceed their pretraining context window, because they encounter relative positions they never saw during training. ## All works 12 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. **[Learning Spatio-Temporal Transformer for Visual Tracking ↗](https://doi.org/10.1109/iccv48922.2021.01028) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Bin Yan et al.*2021 · 1,230 citations* 2. **[Deeper and Wider Siamese Networks for Real-Time Visual Tracking ↗](https://doi.org/10.1109/cvpr.2019.00472) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Zhipeng Zhang, Houwen Peng*2019 · 1,107 citations* 3. **[EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention ↗](https://arxiv.org/abs/2305.07027) arXiv:2305.07027 · no summary yet**Xinyu Liu et al.*2023 · 924 citations* 4. **[Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language ↗](https://doi.org/10.1609/aaai.v34i07.6984) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Songyang Zhang et al.*2020 · 514 citations* 5. **[SeqTrack: Sequence to Sequence Learning for Visual Object Tracking ↗](https://doi.org/10.1109/cvpr52729.2023.01400) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Xin Chen et al.*2023 · 474 citations* 6. **[Rethinking and Improving Relative Position Encoding for Vision Transformer ↗](https://doi.org/10.1109/iccv48922.2021.00988) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Kan Wu et al.*2021 · 386 citations* 7. **[AutoFormer: Searching Transformers for Visual Recognition ↗](https://doi.org/10.1109/iccv48922.2021.01205) IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yet**Minghao Chen et al.*2021 · 340 citations* 8. **[PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies ↗](https://doi.org/10.52202/068431-1685) neural information processing systems · no summary yet**Guocheng Qian et al.*2022 · 210 citations* 9. **[Common 7B Language Models Already Possess Strong Math Capabilities ↗](https://arxiv.org/abs/2403.04706) arXiv:2403.04706 · no summary yet**Chen Li et al.*2024 · 79 citations* 10. **[Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning](https://md.research.elamur.ai/free/en/papers/sun-2025-mitigating-visual-forgetting-take-along/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hai-Long Sun, Zhun Sun, Houwen Peng, et al.*2025 · 12 citations* 11. **[LaMPE: Length-aware Multi-grained Positional Encoding for Adaptive Long-context Scaling Without Training](https://md.research.elamur.ai/free/en/papers/zhang-2026-lampe-length-aware-multi-grained/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Sikui Zhang, Guangze Gao, Ziyun Gan, et al.*2026 · 1 citation* 12. **[Beyond Ranking: Fine-Grained Diagnostics and Self-Improvement for MLLMs ↗](https://aclanthology.org/2026.acl-long.932/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Mingze Xu et al.*2026* ## Co-authors here 1 co-author with a page, the most papers together first. - [Bing Li](https://md.research.elamur.ai/free/en/authors/bing-li/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - IEEE/CVF International Conference on Computer Vision (ICCV) ×3 - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2025](https://md.research.elamur.ai/free/en/venues/acl/2025/) - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×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/) - Proceedings of the AAAI Conference on Artificial Intelligence - neural information processing systems ## Cited by Papers of our library cite their works 257 times (of the 149,439 papers whose bibliographies we read); [29 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/houwen-peng/cited-by/). Updated 31 October 2026