--- title: "Mengke Chen — author profile and papers — Elamur Research" description: "Mengke Chen, Baidu: 2 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/mengke-chen/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/mengke-chen/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Mengke Chen # Mengke Chen Mengke Chen has 2 papers in our library, in 2026, most of them on [Language models & pretraining](https://md.research.elamur.ai/free/en/topics/language-models/), [Reasoning](https://md.research.elamur.ai/free/en/topics/reasoning/), [Efficient models & compression](https://md.research.elamur.ai/free/en/topics/efficient-models/); often with [Haiwei Wang](https://md.research.elamur.ai/free/en/authors/haiwei-wang/), [Qiutong Pan](https://md.research.elamur.ai/free/en/authors/qiutong-pan/), [Run Shao](https://md.research.elamur.ai/free/en/authors/run-shao/). 2 papers in our library · 2026 [OpenAlex](https://openalex.org/A5133189216) · [**h-index 0**](https://openalex.org/authors/A5133189216) · [7 works](https://openalex.org/works?filter=author.id:A5133189216) · [0 citations](https://openalex.org/works?filter=author.id:A5133189216&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 2 works in our library](https://md.research.elamur.ai/free/en/authors/mengke-chen/#papers) · [🔗 Cited 6 times in our library](https://md.research.elamur.ai/free/en/authors/mengke-chen/cited-by/) · [⭐ Paper Stars ranking: #10412](https://md.research.elamur.ai/free/en/paper-stars/page/105/#star-10412) 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=Mengke+Chen) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Mengke+Chen) · [dblp](https://dblp.org/search?q=Mengke+Chen) · [ACL Anthology](https://aclanthology.org/search/?q=Mengke+Chen) ## Affiliations [🏢**Baidu** Beijing · China 2026 · 5 papers*current*](https://md.research.elamur.ai/free/en/companies/baidu/) 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 8 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 2 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 2 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [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/) · [Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/) · [Industrial and Manufacturing Engineering · 1 work](https://md.research.elamur.ai/free/en/shelves/engineering/industrial-and-manufacturing-engineering/) · [Software · 1 work](https://md.research.elamur.ai/free/en/shelves/computer-science/software/) · [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.[Efficient models & compression · 1 work](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Language models & pretraining · 1 work](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning · 1 work](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Works by year ### 2020s [**2026** 2 papers](https://md.research.elamur.ai/free/en/authors/mengke-chen/year/2026/) ## Papers The most cited first (OpenAlex and our library). 1. **[Don't Act Blindly: Robust GUI Automation via Action-Effect Verification and Self-Correction](https://md.research.elamur.ai/free/en/papers/zhang-2026-don-t-act-blindly-robust/)** *(2026 · 5 citations)* Vision-language GUI agents usually assume each action works as intended. On real devices, latency, rendering lag or interruptions often make a tap do nothing. The agent then keeps acting on a false belief and can loop on the same useless action. VeriGUI tackles this by making the agent check, at every step, whether… 2. **[Graph-Based Chain-of-Thought Pruning for Reducing Redundant Reflections in Reasoning LLMs](https://md.research.elamur.ai/free/en/papers/yuan-2026-graph-based-chain-thought-pruning/)** *(2026 · 1 citation)* Reasoning LLMs trained with reinforcement learning often overthink and produce long chains of thought. The authors attribute much of this waste to unproductive self-reflection of two kinds. The model either checks trivial steps across the board (Indiscriminate Reflection) or keeps re-confirming results it has already… ## Co-authors here 9 co-authors with a page, the most papers together first. - [Haiwei Wang](https://md.research.elamur.ai/free/en/authors/haiwei-wang/) ×2 - [Qiutong Pan](https://md.research.elamur.ai/free/en/authors/qiutong-pan/) ×2 - [Run Shao](https://md.research.elamur.ai/free/en/authors/run-shao/) ×2 - [Xianwei Xue](https://md.research.elamur.ai/free/en/authors/xianwei-xue/) ×2 - [Xinran He](https://md.research.elamur.ai/free/en/authors/xinran-he/) ×2 - [Bolei He](https://md.research.elamur.ai/free/en/authors/bolei-he/) - [Chen Liu](https://md.research.elamur.ai/free/en/authors/chen-liu/) - [Feiran Liu](https://md.research.elamur.ai/free/en/authors/feiran-liu/) - [Yuzhe Zhang](https://md.research.elamur.ai/free/en/authors/yuzhe-zhang/) ## 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/): [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/): [Findings of the Association for Computational Linguistics 2026](https://md.research.elamur.ai/free/en/venues/findings/2026/) ## Cited by Papers of our library cite their works 6 times (of the 149,439 papers whose bibliographies we read); [5 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/mengke-chen/cited-by/). Updated 31 October 2026