--- title: "Bo Peng — author profile and papers — Elamur Research" description: "Bo Peng, Shanghai Ocean University: 3 papers on Elamur Research (2018–2026), h-index 0 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/bo-peng/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/bo-peng/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Bo Peng # Bo Peng Bo Peng has 3 papers in our library, in 2018–2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Sentiment & emotion](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/), [English](https://md.research.elamur.ai/free/en/topics/english/); often with [Haowen Hou](https://md.research.elamur.ai/free/en/authors/haowen-hou/), [Jiaju Lin](https://md.research.elamur.ai/free/en/authors/jiaju-lin/), [Jiaxing Liu](https://md.research.elamur.ai/free/en/authors/jiaxing-liu/). 3 papers in our library · 2018–2026 [OpenAlex](https://openalex.org/A5135953102) · [**h-index 0**](https://openalex.org/authors/A5135953102) · [3 works](https://openalex.org/works?filter=author.id:A5135953102) · [0 citations](https://openalex.org/works?filter=author.id:A5135953102&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/bo-peng/#papers) · [🔗 Cited 25 times in our library](https://md.research.elamur.ai/free/en/authors/bo-peng/cited-by/) · [⭐ Paper Stars ranking: #8190](https://md.research.elamur.ai/free/en/paper-stars/page/82/#star-8190) 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=Bo+Peng) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Bo+Peng) · [dblp](https://dblp.org/search?q=Bo+Peng) · [ACL Anthology](https://aclanthology.org/search/?q=Bo+Peng) ## Affiliations [🎓**Shanghai Ocean University** Shanghai · China 2026 · 2 papers*current*](https://ror.org/04n40zv07) 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 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Computer Vision and Pattern Recognition · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/computer-vision-and-pattern-recognition/) 🧭 Topics 3 Research subjects and languages the work is about.[English · 1 work](https://md.research.elamur.ai/free/en/topics/english/) · [Sentiment & emotion · 1 work](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/bo-peng/year/2026/) · [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/bo-peng/year/2025/) ### 2010s [**2018** 1 paper](https://md.research.elamur.ai/free/en/authors/bo-peng/year/2018/) ## Papers The most cited first (OpenAlex and our library). 1. **[RWKV-7 "Goose" with Expressive Dynamic State Evolution](https://md.research.elamur.ai/free/en/papers/peng-2025-rwkv-7-goose-expressive-dynamic/)** *(2025 · 23 citations)* Transformers become expensive on long inputs because their key-value cache grows with sequence length. Recurrent alternatives keep a fixed-size state but have struggled to match Transformer quality and expressiveness. This paper introduces RWKV-7 "Goose", an RNN that uses constant memory and constant per-token… 2. **[YNU-HPCC at SemEval-2018 Task 3: Ensemble Neural Network Models for Irony Detection on Twitter](https://md.research.elamur.ai/free/en/papers/peng-2018-ynu-hpcc-semeval-2018-task/)** *(2018 · 14 citations)* The paper describes the YNU-HPCC system for SemEval-2018 Task 3, which asks whether English tweets are ironic. 3. **[Topology-Enhanced Alignment for Large Language Models: Trajectory Topology Loss and Topological Preference Optimization](https://md.research.elamur.ai/free/en/papers/pan-2026-topology-enhanced-alignment-large-language/)** *(2026)* Common LLM alignment objectives (SFT, RLHF, DPO) optimise token likelihoods or scalar preference scores. They place no constraint on how hidden representations move from a prompt to a response. The authors treat generation as a path through hidden space and regularise that path with 0-dimensional persistent homology. ## Co-authors here 7 co-authors with a page, the most papers together first. - [Haowen Hou](https://md.research.elamur.ai/free/en/authors/haowen-hou/) - [Jiaju Lin](https://md.research.elamur.ai/free/en/authors/jiaju-lin/) - [Jiaxing Liu](https://md.research.elamur.ai/free/en/authors/jiaxing-liu/) - [Jin Wang](https://md.research.elamur.ai/free/en/authors/jin-wang/) - [Ke Xu](https://md.research.elamur.ai/free/en/authors/ke-xu/) - [William Merrill](https://md.research.elamur.ai/free/en/authors/william-merrill/) - [Xuejie Zhang](https://md.research.elamur.ai/free/en/authors/xuejie-zhang/) ## 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/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) - [International Workshop on Semantic Evaluation (SemEval)](https://md.research.elamur.ai/free/en/venues/semeval/): [SemEval 2018](https://md.research.elamur.ai/free/en/venues/semeval/2018/) ## Cited by Papers of our library cite their works 25 times (of the 149,439 papers whose bibliographies we read); [7 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/bo-peng/cited-by/). Updated 1 November 2026