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Dawei Wang

Dawei Wang has 2 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning, Vision & language; often with Gary Ushaw, Richard Davison, Xiaoyang Liu.

2 papers in our library · 2026

OpenAlex · h-index 0 · 2 works · 0 citations OpenAlex, 2026-10-14

📄 2 works in our library · ⭐ Paper Stars ranking: #11945

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Newcastle UniversityNewcastle upon Tyne · United Kingdom2026 · 1 papercurrent

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 6The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workControl and Systems Engineering · 1 workEngineering · 1 workLanguage and Linguistics · 1 work

🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 workVision & language · 1 work

 Works by year

2020s

20262 papers

 Papers

The most cited first (OpenAlex and our library).

  1. MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation (2026)
    The paper addresses credit assignment in cooperative multi-agent reinforcement learning (MARL) for embodied AI. In this setting, agents see only noisy egocentric views, rewards are sparse and delayed, and agents may join or drop out mid-task. Classic methods such as VDN, QMIX and COMA struggle under these conditions.
  2. Tracing the Light of Thought: A Probabilistic Self- and Cross-Consistency Verification Mechanism Improving Mathematical Reasoning in LLMs (2026)
    Self Consistency (SC) samples many reasoning chains and returns the most common answer. It breaks down on hard math problems, where wrong answers outnumber right ones. The authors borrow an idea from computer graphics, Metropolis Light Transport, which concentrates sampling near light paths already known to carry…

 Co-authors here

4 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

Updated

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