🧑‍🔬 Siyu Zhu

🏛️ Affiliations

🎓Fudan UniversityShanghai · China2024–2026 · 36 paperscurrent🏢Alibaba GroupHangzhou · China2018–2025 · 21 papers🎓Hong Kong University of Science and TechnologyHong Kong · China2014–2019 · 14 papersEducation🔬Shanghai Academy of Social SciencesShanghai · China2026 · 2 papers🎓Nanjing UniversityNanjing · China2024 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 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. Liger Kernel: Efficient Triton Kernels for LLM Training (2024 · 87 citations)
   Training large language models is costly. Running PyTorch step by step in eager mode adds overhead from dispatching and kernel launches, and storing every intermediate activation for the backward pass uses a lot of GPU memory. A LinkedIn team presents Liger-Kernel, an open-source library of GPU kernels written in…
2. Modeling Multi-Dimensional Cognitive States in Large Language Models under Cognitive Crowding (2026)
   Most LLM work on human cognition treats emotion, stance or intent as separate tasks. Psychology, however, views these dimensions as one interacting system. The authors build CognitiveBench, an English Twitter (X) dataset with expert labels for four dimensions at once: emotion, thinking style, stance and intent. On…
3. T: Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement Learning (2026)
   Masked diffusion language models (MDMs) usually decode in blocks. Larger blocks allow more tokens to be finalized in parallel, but math reasoning accuracy tends to drop as block size grows, especially for smaller models. The authors propose T⋆, a curriculum built on the trajectory-aware RL method TraceRL. It starts…

All works

6 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

1. Neural Window Fully-connected CRFs for Monocular Depth Estimation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetWeihao Yuan et al.2022 · 372 citations
2. CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional Convolution ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetLizhe Liu et al.2021 · 348 citations
3. Batch DropBlock Network for Person Re-Identification and Beyond ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetZuozhuo Dai et al.2019 · 261 citations
4. Liger Kernel: Efficient Triton Kernels for LLM TrainingarXiv:2410.10989Pin-Lun Hsu, Yun Dai, Vignesh Kothapalli, et al.2024 · 87 citations
5. Modeling Multi-Dimensional Cognitive States in Large Language Models under Cognitive CrowdingFindings of the Association for Computational LinguisticsLin Zhong, Siyu Zhu, Zizhen Yuan, et al.2026
6. T: Progressive Block Scaling for Masked Diffusion Language Models Through Trajectory Aware Reinforcement LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Hanchen Xia, Baoyou Chen, Yutang Ge, et al.2026

🤝 Co-authors here

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

• Hanchen Xia
• Hao Chen
• Jinhao Cui
• Lin Zhong
• Lingzhi Wang
• Qing Liao

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) ×2
• Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
• IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings

🔗 Cited by

Papers of our library cite their works 98 times (of the 149,439 papers whose bibliographies we read); 12 citing papers with a page here →.

Updated 2 November 2026

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/authors/siyu-zhu/