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Yilong Zhao

Yilong Zhao has 3 papers in our library, in 2023–2024, most of them on Language models & pretraining, Efficient models & compression; often with Kan Zhu, Baris Kasikci, Zihao Ye.

3 papers in our library · 2023–2024

OpenAlex · ORCID · h-index 8 · 41 works · 195 citations OpenAlex, 2026-10-14

📄 3 works in our library · 🔗 Cited 543 times in our library · 7 more in our library without a page yet · ⭐ Paper Stars ranking: #4588

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

🎓University of California, BerkeleyBerkeley · United States2025–2026 · 4 paperscurrent🏥First Affiliated Hospital of Xi'an Jiaotong UniversityXi'an · China2025–2026 · 2 paperscurrent🎓Xi'an Jiaotong UniversityXi'an · China2025–2026 · 2 paperscurrent🎓Wuhan UniversityWuhan · China2024–2025 · 3 papers🏛️Chinese Academy of SciencesBeijing · China2021–2023 · 3 papers🎓Shanghai Jiao Tong UniversityShanghai · China2021–2023 · 3 papers🎓Fudan UniversityShanghai · China2019–2020 · 3 papers🎓Yanbian UniversityYanji · China2007–2009 · 3 papers🎓Sun Yat-sen UniversityGuangzhou · China2023–2025 · 2 papersEmployment since 2023 · School of Information Management🔬Suzhou Institute of Biomedical Engineering and TechnologySuzhou · China2021–2023 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 11 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 9The field of science this work belongs to (OpenAlex fields).Computer Science · 3 worksArts and Humanities · 2 worksComputer Vision and Pattern Recognition · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksEngineering · 1 workComputational Theory and Mathematics · 1 workElectrical and Electronic Engineering · 1 workHardware and Architecture · 1 work

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 3 worksEfficient models & compression · 1 work

 Works by year

2020s

20242 papers20231 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference (2024 · 203 citations)
    Generating text with very long contexts is slow because every new token requires reading the full KV cache from memory.
  2. Atom: Low-bit Quantization for Efficient and Accurate LLM Serving (2023 · 156 citations)
    LLM serving relies on batching to keep GPUs busy, and quantization can further reduce memory use and compute cost.
  3. NanoFlow: Towards Optimal Large Language Model Serving Throughput (2024 · 80 citations)
    LLM serving is usually assumed to be limited by memory bandwidth, because every generated token requires reading the model weights and the KV-cache.

All works

10 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. Quest: Query-Aware Sparsity for Efficient Long-Context LLM InferencearXiv:2406.10774Jiaming Tang, Yilong Zhao, Kan Zhu, et al.2024 · 203 citations
  2. Atom: Low-bit Quantization for Efficient and Accurate LLM ServingMLSys 2024Yilong Zhao, Chien-Yu Lin, Kan Zhu, et al.2023 · 156 citations
  3. NanoFlow: Towards Optimal Large Language Model Serving ThroughputOSDI 2025Kan Zhu, Yufei Gao, Yilong Zhao, et al.2024 · 80 citations
  4. Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity ↗arXiv:2502.01776 · no summary yetHaocheng Xi et al.2025 · 56 citations
  5. Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation ↗arXiv:2505.18875 · no summary yetShuo Yang et al.2025 · 44 citations
  6. BlendServe: Optimizing Offline Inference for Auto-regressive Large Models with Resource-aware Batching ↗arXiv (Cornell University) · no summary yetYilong Zhao et al.2024 · 16 citations
  7. An Extensible Software Transport Layer for GPU Networking ↗arXiv:2504.17307 · no summary yetYang Zhou et al.2025 · 10 citations
  8. BlendServe: Optimizing Offline Inference with Resource-Aware Batching ↗ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) · no summary yetYilong Zhao et al.2026 · 2 citations
  9. LEANN: A Low-Storage Vector Index ↗arXiv (Cornell University) · no summary yetYichuan Wang et al.2025 · 2 citations
  10. Accelerating Large-Scale Reasoning Model Inference with Sparse Self-Speculative Decoding ↗arXiv:2512.01278 · no summary yetYilong Zhao et al.2025 · 2 citations

 Co-authors here

10 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 543 times (of the 149,439 papers whose bibliographies we read); 45 citing papers with a page here →.

Updated

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