--- title: "Minpeng Liao — author profile and papers — Elamur Research" description: "Minpeng Liao, Beijing Institute of Technology: 3 papers on Elamur Research (2023–2025), h-index 4 — affiliations, topics, co-authors and…" canonical: "https://research.elamur.ai/free/en/authors/minpeng-liao/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/minpeng-liao/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Minpeng Liao # Minpeng Liao Minpeng Liao has 3 papers in our library, in 2023–2025, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Speech & spoken language](https://md.research.elamur.ai/free/en/topics/speech/); often with [Chengxi Li](https://md.research.elamur.ai/free/en/authors/chengxi-li/), [Guoxin Chen](https://md.research.elamur.ai/free/en/authors/guoxin-chen/), [Kai Fan](https://md.research.elamur.ai/free/en/authors/kai-fan/). 3 papers in our library · 2023–2025 [OpenAlex](https://openalex.org/A5073673415) · [**h-index 4**](https://openalex.org/authors/A5073673415) · [30 works](https://openalex.org/works?filter=author.id:A5073673415) · [61 citations](https://openalex.org/works?filter=author.id:A5073673415&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/minpeng-liao/#papers) · [🔗 Cited 205 times in our library](https://md.research.elamur.ai/free/en/authors/minpeng-liao/cited-by/) · [1 more in our library without a page yet](#also) · [⭐ Paper Stars ranking: #6075](https://md.research.elamur.ai/free/en/paper-stars/page/61/#star-6075) 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=Minpeng+Liao) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Minpeng+Liao) · [dblp](https://dblp.org/search?q=Minpeng+Liao) · [ACL Anthology](https://aclanthology.org/search/?q=Minpeng+Liao) ## Affiliations [🏢**Alibaba Group** Hangzhou · China 2023–2026 · 16 papers*current*](https://md.research.elamur.ai/free/en/companies/alibaba-group/) · [🏢**Alibaba Group** George Town · Cayman Islands 2025–2026 · 2 papers*current*](https://md.research.elamur.ai/free/en/companies/alibaba-group-cayman-islands/) · [🎓**Beijing Institute of Technology** Beijing · China 2026 · 1 paper*current*](https://md.research.elamur.ai/free/en/universities/beijing-institute-of-technology/) · [🏢**Alibaba DAMO Academy** Hangzhou · China 2023 · 2 papers](https://md.research.elamur.ai/free/en/companies/alibaba-damo-academy/) 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).[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/) · [Business, Management and Accounting · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/) · [Computational Theory and Mathematics · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/computational-theory-and-mathematics/) · [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/) · [Management Information Systems · 1 work](https://md.research.elamur.ai/free/en/shelves/business-management-and-accounting/management-information-systems/) 🧭 Topics 2 Research subjects and languages the work is about.[Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Speech & spoken language · 1 work](https://md.research.elamur.ai/free/en/topics/speech/) ## Works by year ### 2020s [**2025** 1 paper](https://md.research.elamur.ai/free/en/authors/minpeng-liao/year/2025/) · [**2024** 1 paper](https://md.research.elamur.ai/free/en/authors/minpeng-liao/year/2024/) · [**2023** 1 paper](https://md.research.elamur.ai/free/en/authors/minpeng-liao/year/2023/) ## Papers The most cited first (OpenAlex and our library). 1. **[AlphaMath Almost Zero: Process Supervision without Process](https://md.research.elamur.ai/free/en/papers/chen-2024-alphamath-almost-zero-process-supervision/)** *(2024 · 120 citations)* Most recent work that improves LLM math reasoning fine-tunes models on step-by-step solutions written by human experts or GPT-4, which is costly to produce. 2. **[BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing](https://md.research.elamur.ai/free/en/papers/wang-2023-blsp-bootstrapping-language-speech-pre/)** *(2023 · 32 citations)* Text-trained large language models struggle to take speech as input. Cascaded systems that feed ASR output into an LLM keep the two components separate, and end-to-end speech LLMs depend on speech instruction data, which is rare. The authors first show that training an adapter only to reproduce transcripts makes the… 3. **[ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization](https://md.research.elamur.ai/free/en/papers/chen-2025-reform-reflective-autoformalization-prospective-bounded/)** *(2025 · 8 citations)* Autoformalization turns natural-language math problems into Lean statements that a machine can check. Current LLMs usually produce code that compiles, but the statements often change the problem's meaning. The authors argue this happens because models translate in one shot and never review their own output. ReForm… ## 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. **[AlphaMath Almost Zero: Process Supervision without Process](https://md.research.elamur.ai/free/en/papers/chen-2024-alphamath-almost-zero-process-supervision/) [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/)**Guoxin Chen, Minpeng Liao, Chengxi Li, et al.*2024 · 120 citations* 2. **[MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline ↗](https://aclanthology.org/2024.findings-acl.53/) Findings of the Association for Computational Linguistics: ACL 2024 · no summary yet**Minpeng Liao et al.*2024 · 64 citations* 3. [**BLSP: Bootstrapping Language-Speech Pre-training via Behavior Alignment of Continuation Writing arXiv:2309.00916**Chen Wang, Minpeng Liao, Zhongqiang Huang, et al.*2023 · 32 citations*](https://md.research.elamur.ai/free/en/papers/wang-2023-blsp-bootstrapping-language-speech-pre/) 4. [**ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization arXiv:2510.24592**Guoxin Chen, Jing Wu, Xinjie Chen, et al.*2025 · 8 citations*](https://md.research.elamur.ai/free/en/papers/chen-2025-reform-reflective-autoformalization-prospective-bounded/) ## Co-authors here 12 co-authors with a page, the most papers together first. - [Chengxi Li](https://md.research.elamur.ai/free/en/authors/chengxi-li/) ×2 - [Guoxin Chen](https://md.research.elamur.ai/free/en/authors/guoxin-chen/) ×2 - [Kai Fan](https://md.research.elamur.ai/free/en/authors/kai-fan/) ×2 - [Chen Wang](https://md.research.elamur.ai/free/en/authors/chen-wang/) - [Chengqing Zong](https://md.research.elamur.ai/free/en/authors/chengqing-zong/) - [Dayiheng Liu](https://md.research.elamur.ai/free/en/authors/dayiheng-liu/) - [Jiajun Zhang](https://md.research.elamur.ai/free/en/authors/jiajun-zhang/) - [Junhong Wu](https://md.research.elamur.ai/free/en/authors/junhong-wu/) - [Ruihua Song](https://md.research.elamur.ai/free/en/authors/ruihua-song/) - [Wayne Xin Zhao](https://md.research.elamur.ai/free/en/authors/wayne-xin-zhao/) - [Yuchen Liu](https://md.research.elamur.ai/free/en/authors/yuchen-liu/) - [Zhongqiang Huang](https://md.research.elamur.ai/free/en/authors/zhongqiang-huang/) ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Neural Information Processing Systems (NeurIPS)](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/): [NeurIPS 2024](https://md.research.elamur.ai/free/en/venues/neural-information-processing-systems/2024/) - Findings of the Association for Computational Linguistics: ACL 2024 ## Cited by Papers of our library cite their works 205 times (of the 149,439 papers whose bibliographies we read); [59 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/minpeng-liao/cited-by/). Updated 1 November 2026