🧑‍🔬 Houwen Peng

🏛️ Affiliations

🏢Microsoft Research AsiaBeijing · China2019–2026 · 21 paperscurrent🏢TencentShenzhen · China2025–2026 · 9 paperscurrent🎓Tsinghua Shenzhen International Graduate SchoolShenzhen · China2026 · 1 papercurrent🎓Tsinghua UniversityBeijing · China2026 · 1 papercurrent🏢MicrosoftRedmond · United States2019–2025 · 17 papers🏛️Chinese Academy of SciencesBeijing · China2013–2017 · 6 papers🔬Institute of AutomationBeijing · China2013–2019 · 5 papers

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.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning (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 (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 ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetBin Yan et al.2021 · 1,230 citations
2. Deeper and Wider Siamese Networks for Real-Time Visual Tracking ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZhipeng Zhang, Houwen Peng2019 · 1,107 citations
3. EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention ↗arXiv:2305.07027 · no summary yetXinyu Liu et al.2023 · 924 citations
4. Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetSongyang Zhang et al.2020 · 514 citations
5. SeqTrack: Sequence to Sequence Learning for Visual Object Tracking ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetXin Chen et al.2023 · 474 citations
6. Rethinking and Improving Relative Position Encoding for Vision Transformer ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetKan Wu et al.2021 · 386 citations
7. AutoFormer: Searching Transformers for Visual Recognition ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetMinghao Chen et al.2021 · 340 citations
8. PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies ↗neural information processing systems · no summary yetGuocheng Qian et al.2022 · 210 citations
9. Common 7B Language Models Already Possess Strong Math Capabilities ↗arXiv:2403.04706 · no summary yetChen Li et al.2024 · 79 citations
10. Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT ReasoningAnnual Meeting of the Association for Computational Linguistics (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 TrainingFindings of the Association for Computational LinguisticsSikui Zhang, Guangze Gao, Ziyun Gan, et al.2026 · 1 citation
12. Beyond Ranking: Fine-Grained Diagnostics and Self-Improvement for MLLMs ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMingze Xu et al.2026

🤝 Co-authors here

1 co-author with a page, the most papers together first.

• 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) ×2: 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: Findings of the Association for Computational Linguistics 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 →.

Updated 31 October 2026

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