Elamur Research⌕
☰
home / authors / Zhaozhuo Xu

Zhaozhuo Xu

Zhaozhuo Xu has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining, Efficient models & compression; often with Beidi Chen, Chuang Zhou, Hongye Jin.

2 papers in our library · 2024–2025

OpenAlex · ORCID · h-index 12 · 53 works · 677 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 244 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #5279

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

🎓Stevens Institute of TechnologyHoboken · United States2023–2026 · 43 papersEmploymentcurrent🎓Rice UniversityHouston · United States2020–2023 · 15 papers🎓Stanford UniversityStanford · United States2017–2019 · 6 papers🎓Wuhan UniversityWuhan · China2015–2022 · 4 papers🏢BaiduBeijing · China2019–2021 · 3 papers🎓Johns Hopkins UniversityBaltimore · United States2026 · 2 papers🎓Carnegie Mellon UniversityPittsburgh · United States2022–2024 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 3 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 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 worksHardware and Architecture · 1 work

🧭 Topics 2Research subjects and languages the work is about.Efficient models & compression · 1 workLanguage models & pretraining · 1 work

 Works by year

2020s

20251 paper20241 paper

 Papers

The most cited first (OpenAlex and our library).

  1. KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache (2024 · 244 citations)
    Serving LLMs cheaply means batching many requests. With large batches and long contexts, though, the KV cache becomes the main memory and speed bottleneck: it can exceed the size of the model weights, and the GPU must read it in full for every generated token. The authors examine how values are distributed inside the…
  2. Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation (2025 · 9 citations)
    Text-attributed graphs (TAGs) are graphs whose nodes carry text and whose edges encode relations. Learning on them usually follows a two-stage cascade: a language model produces frozen node embeddings, and a GNN is then trained on those embeddings. The authors argue that this split ignores how text and topology…

All works

5 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. KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV CachearXiv:2402.02750Zirui Liu, Jiayi Yuan, Hongye Jin, et al.2024 · 244 citations
  2. Taming Language Models for Text-attributed Graph Learning with Decoupled AggregationAnnual Meeting of the Association for Computational Linguistics (ACL)Chuang Zhou, Zhu Wang, Shengyuan Chen, et al.2025 · 9 citations
  3. Copyright Detective: A Forensic System to Evidence LLMs Flickering Copyright Leakage Risks ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations) · no summary yetGuangwei Zhang et al.2026
  4. Collision to Cognition: Hash-Driven Graph Construction for Efficient RAG ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetChuang Zhou et al.2026
  5. Query-Aware Knowledge Retrieval via Hyperbolic Structuring ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetChuang Zhou et al.2026

 Co-authors here

12 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 244 times (of the 149,439 papers whose bibliographies we read); 33 citing papers with a page here →.

Updated

↑ back to top

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