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Shang Yang

Shang Yang has 2 papers in our library, in 2024, most of them on Language models & pretraining, Efficient models & compression, Information retrieval & search; often with Guangxuan Xiao, Haotian Tang, Song Han.

2 papers in our library · 2024

OpenAlex · ORCID · Wikidata · h-index 35 · 250 works · 4,548 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 235 times in our library · 1 more in our library without a page yet · ⭐ Paper Stars ranking: #6119

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

🎓National University of Defense TechnologyChangsha · China2004–2026 · 97 paperscurrent🎓Nanyang Technological UniversitySingapore · Singapore2012–2018 · 28 papers🎓Singapore University of Technology and DesignSingapore · Singapore2019–2022 · 25 papers🎓Beijing University of TechnologyBeijing · China2022–2025 · 12 papers🏢AdvantestSingapore · Singapore2015–2024 · 12 papers🎓Beihang UniversityBeijing · China2011–2021 · 11 papers🏢Guizhou Power Grid Co., Ltd.Guiyang · China2025 · 3 papers🏛️Chinese Academy of SciencesBeijing · China2021–2023 · 2 papers🔬Institute of MicroelectronicsBeijing · China2021–2023 · 2 papers🎓Shandong UniversityJinan · China2022–2023 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 15 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 8The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 2 worksEngineering · 1 workArts and Humanities · 1 workElectrical and Electronic Engineering · 1 workHardware and Architecture · 1 workArtificial Intelligence · 1 workLanguage and Linguistics · 1 work

🧭 Topics 3Research subjects and languages the work is about.Efficient models & compression · 2 worksLanguage models & pretraining · 2 worksInformation retrieval & search · 1 work

 Works by year

2020s

20242 papers

 Papers

The most cited first (OpenAlex and our library).

  1. QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving (2024 · 120 citations)
    Low-bit integer quantization promises faster LLM inference, but INT4 approaches have mostly helped small-batch edge scenarios.
  2. DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads (2024 · 114 citations)
    Serving LLMs over very long inputs is costly because the KV cache grows linearly with context length, and attention compute grows with it.

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. QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM ServingMLSys 2025Yujun Lin, Haotian Tang, Shang Yang, et al.2024 · 120 citations
  2. DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming HeadsarXiv:2410.10819Guangxuan Xiao, Jiaming Tang, Jingwei Zuo, et al.2024 · 114 citations
  3. FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer ↗arXiv:2301.08739 · no summary yetZhijian Liu et al.2023 · 11 citations

 Co-authors here

9 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 235 times (of the 149,439 papers whose bibliographies we read); 26 citing papers with a page here →.

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