--- title: "Tianyu Guo · Peking University — author profile and papers" description: "Tianyu Guo, Peking University: 3 papers on Elamur Research (2023–2026), h-index 0 — affiliations, topics, co-authors and who cites them in…" canonical: "https://research.elamur.ai/free/en/authors/tianyu-guo/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/tianyu-guo/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Tianyu Guo # Tianyu Guo Tianyu Guo has 3 papers in our library, in 2023–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Code & programming languages](https://md.research.elamur.ai/free/en/topics/code-and-programming/), [Semantic parsing & meaning representation](https://md.research.elamur.ai/free/en/topics/semantic-parsing/); often with [Bihui Yu](https://md.research.elamur.ai/free/en/authors/bihui-yu/), [Hao Liang](https://md.research.elamur.ai/free/en/authors/hao-liang/), [Jingxuan Wei](https://md.research.elamur.ai/free/en/authors/jingxuan-wei/). 3 papers in our library · 2023–2026 [OpenAlex](https://openalex.org/A5139731506) · [ORCID](https://orcid.org/0009-0002-2774-3536) · [**h-index 0**](https://openalex.org/authors/A5139731506) · [5 works](https://openalex.org/works?filter=author.id:A5139731506) · [0 citations](https://openalex.org/works?filter=author.id:A5139731506&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/tianyu-guo/#papers) · [🔗 Cited 10 times in our library](https://md.research.elamur.ai/free/en/authors/tianyu-guo/cited-by/) · [⭐ Paper Stars ranking: #9899](https://md.research.elamur.ai/free/en/paper-stars/page/99/#star-9899) 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=Tianyu+Guo) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Tianyu+Guo) · [dblp](https://dblp.org/search?q=Tianyu+Guo) · [ACL Anthology](https://aclanthology.org/search/?q=Tianyu+Guo) ## Affiliations [🎓**Peking University** Beijing · China 2025–2026 · 4 papers*current*](https://md.research.elamur.ai/free/en/universities/peking-university/) · [🎓**Beijing Jiaotong University** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/beijing-jiaotong-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 7 The field of science this work belongs to (OpenAlex fields).[Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Language and Linguistics · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Networks and Communications · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-networks-and-communications/) · [Control and Systems Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/control-and-systems-engineering/) · [Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/) 🧭 Topics 3 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Code & programming languages · 1 work](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Semantic parsing & meaning representation · 1 work](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/tianyu-guo/year/2026/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/tianyu-guo/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation](https://md.research.elamur.ai/free/en/papers/wang-2023-pangu-pi-enhancing-language/)** *(2023 · 10 citations)* Progress in large language models has mostly come from adding parameters and data. The design of the Transformer block itself gets little attention, even though large models are costly to run. The authors study LLaMA-style decoders and identify feature collapse: a rank metric shows token representations growing more… 2. **[Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration](https://md.research.elamur.ai/free/en/papers/sun-2026-rethinking-text-sql-dynamic-multi/)** *(2026)* Most Text-to-SQL benchmarks test one-shot translation of a fixed question into a read-only query. Real database work is different: users refine goals over several turns and often need to change data, not just read it. The authors introduce DySQL-Bench to evaluate LLM agents in this setting. It contains 1,072… 3. **[Training Verifier to Assessing Complex Real-World Tool-Use Trajectories](https://md.research.elamur.ai/free/en/papers/sun-2026-training-verifier-assessing-complex-real/)** *(2026)* LLM agents that handle multi-turn customer-service style tasks need training dialogues that reflect real user–agent collaboration. ## Co-authors here 12 of 19 co-authors with a page, the most papers together first. - [Bihui Yu](https://md.research.elamur.ai/free/en/authors/bihui-yu/) ×2 - [Hao Liang](https://md.research.elamur.ai/free/en/authors/hao-liang/) ×2 - [Jingxuan Wei](https://md.research.elamur.ai/free/en/authors/jingxuan-wei/) ×2 - [Linzhuang Sun](https://md.research.elamur.ai/free/en/authors/linzhuang-sun/) ×2 - [Wentao Zhang](https://md.research.elamur.ai/free/en/authors/wentao-zhang/) ×2 - [Bin Cui](https://md.research.elamur.ai/free/en/authors/bin-cui/) - [Chenzheng Zhu](https://md.research.elamur.ai/free/en/authors/chenzheng-zhu/) - [Fan Yang](https://md.research.elamur.ai/free/en/authors/fan-yang/) - [Fangcheng Liu](https://md.research.elamur.ai/free/en/authors/fangcheng-liu/) - [Hanting Chen](https://md.research.elamur.ai/free/en/authors/hanting-chen/) - [Kai Han](https://md.research.elamur.ai/free/en/authors/kai-han/) - [Mingyang Chen](https://md.research.elamur.ai/free/en/authors/mingyang-chen/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [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 10 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/tianyu-guo/cited-by/). Updated 1 November 2026