--- title: "Zhiyu li — author profile and papers · Evaluation & benchmarks" description: "Zhiyu li: 3 papers on Elamur Research (2026), h-index 0 — affiliations, topics, co-authors and who cites them in our library." canonical: "https://research.elamur.ai/free/en/authors/zhiyu-li/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/zhiyu-li/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Zhiyu li # Zhiyu li Zhiyu li has 3 papers in our library, in 2026, most of them on [Evaluation & benchmarks](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/), [Code & programming languages](https://md.research.elamur.ai/free/en/topics/code-and-programming/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Feiyu Xiong](https://md.research.elamur.ai/free/en/authors/feiyu-xiong/), [Linfeng Zhang](https://md.research.elamur.ai/free/en/authors/linfeng-zhang/), [Rui Ling](https://md.research.elamur.ai/free/en/authors/rui-ling/). 3 papers in our library · 2026 [OpenAlex](https://openalex.org/A5139776285) · [**h-index 0**](https://openalex.org/authors/A5139776285) · [3 works](https://openalex.org/works?filter=author.id:A5139776285) · [0 citations](https://openalex.org/works?filter=author.id:A5139776285&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/zhiyu-li/#papers) · [🔗 Cited 3 times in our library](https://md.research.elamur.ai/free/en/authors/zhiyu-li/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #10675](https://md.research.elamur.ai/free/en/paper-stars/page/107/#star-10675) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Zhiyu+li) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Zhiyu+li) · [dblp](https://dblp.org/search?q=Zhiyu+li) · [ACL Anthology](https://aclanthology.org/search/?q=Zhiyu+li) ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 8 The field of science this work belongs to (OpenAlex fields).[Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Artificial Intelligence · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Science Applications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-science-applications/) · [Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/information-systems/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/) 🧭 Topics 3 Research subjects and languages the work is about.[Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Code & programming languages · 1 work](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Evaluation & benchmarks · 1 work](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) ## Works by year ### 2020s [**2026** 3 papers](https://md.research.elamur.ai/free/en/authors/zhiyu-li/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[StreamMeCo: Long-Term Agent Memory Compression for Efficient Streaming Video Understanding](https://md.research.elamur.ai/free/en/papers/wang-2026-streammeco-long-term-agent-memory/)** *(2026 · 3 citations)* Agent-based streaming video systems like M3-Agent store what they observe as a memory graph. Text nodes describe visual content, and face and voice nodes represent entities. As videos get longer, the number of text nodes grows sharply, and retrieval latency becomes too high for real-time question answering. 2. **[CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation](https://md.research.elamur.ai/free/en/papers/wang-2026-codeflowbench-multi-turn-iterative-benchmark/)** *(2026 · 1 citation)* Most code-generation benchmarks test LLMs in a single turn, but real software is built step by step from modular functions that reuse earlier ones. The authors call this incremental, reuse-driven process "codeflow" and present CodeFlowBench as the first benchmark for evaluating it. 3. **[Text2Mem: A Unified Memory Operation Language for Memory Operating System](https://md.research.elamur.ai/free/en/papers/wang-2026-text2mem-unified-memory-operation-language/)** *(2026)* LLM agents that work across long, multi-session interactions need memory. Yet current memory frameworks mostly offer basic create/read/delete-style primitives. Higher-level controls such as merging, promoting, locking or expiring memories are absent or implemented differently from system to system. Text2Mem addresses… ## All works 4 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. **[StreamMeCo: Long-Term Agent Memory Compression for Efficient Streaming Video Understanding](https://md.research.elamur.ai/free/en/papers/wang-2026-streammeco-long-term-agent-memory/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Junxi Wang, Te Sun, Jiayi Zhu, et al.*2026 · 3 citations* 2. **[CodeFlowBench: A Multi-turn, Iterative Benchmark for Complex Code Generation](https://md.research.elamur.ai/free/en/papers/wang-2026-codeflowbench-multi-turn-iterative-benchmark/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Sizhe Wang, Zhengren Wang, Dongsheng Ma, et al.*2026 · 1 citation* 3. **[Text2Mem: A Unified Memory Operation Language for Memory Operating System](https://md.research.elamur.ai/free/en/papers/wang-2026-text2mem-unified-memory-operation-language/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Leo Wang, Lihai Yang, Boyu Chen, et al.*2026* 4. **[Inside Out: Evolving User-Centric Core Memory Trees for Long-Term Personalized Dialogue Systems ↗](https://aclanthology.org/2026.acl-long.614/) Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Jihao Zhao et al.*2026* ## Co-authors here 9 co-authors with a page, the most papers together first. - [Feiyu Xiong](https://md.research.elamur.ai/free/en/authors/feiyu-xiong/) ×2 - [Linfeng Zhang](https://md.research.elamur.ai/free/en/authors/linfeng-zhang/) - [Rui Ling](https://md.research.elamur.ai/free/en/authors/rui-ling/) - [Siheng Chen](https://md.research.elamur.ai/free/en/authors/siheng-chen/) - [Sizhe Wang](https://md.research.elamur.ai/free/en/authors/sizhe-wang/) - [Wentao Zhang](https://md.research.elamur.ai/free/en/authors/wentao-zhang/) - [Xuming Hu](https://md.research.elamur.ai/free/en/authors/xuming-hu/) - [Zhengren Wang](https://md.research.elamur.ai/free/en/authors/zhengren-wang/) - [Zichen Wen](https://md.research.elamur.ai/free/en/authors/zichen-wen/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/) ×2: [ACL 2026](https://md.research.elamur.ai/free/en/venues/acl/2026/) - [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/) ×2: [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ×2 ## Cited by Papers of our library cite their works 3 times (of the 149,439 papers whose bibliographies we read); [3 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/zhiyu-li/cited-by/). Updated 1 November 2026