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Cunxiao Du

Cunxiao Du has 2 papers in our library, in 2026, most of them on Language models & pretraining, Reasoning, Efficient models & compression; often with Bo An, Chak Tou Leong, Chao Du.

2 papers in our library · 2026

OpenAlex · h-index 3 · 19 works · 158 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 5 times in our library · ⭐ Paper Stars ranking: #11806

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

🎓Singapore Management UniversitySingapore · Singapore2021–2026 · 6 paperscurrent

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 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work

🧭 Topics 3Research subjects and languages the work is about.Efficient models & compression · 1 workLanguage models & pretraining · 1 workReasoning · 1 work

 Works by year

2020s

20262 papers

 Papers

The most cited first (OpenAlex and our library).

  1. LongSpec: Long-Context Lossless Speculative Decoding with Efficient Drafting and Verification (2026 · 5 citations)
    Speculative decoding (SD) speeds up LLM inference without changing outputs. However, leading SD drafters such as EAGLE are trained on short sequences (about 2k–4k tokens) and break down when contexts get very long. The authors identify three causes:
  2. Merlin's Whisper: Enabling Efficient Reasoning in Large Language Models via Black-box Persuasive Prompting (2026)
    Large reasoning models often produce very long reasoning traces, even for easy questions. This "overthinking" raises latency and memory costs. Earlier fixes either retrain the model, which is costly, or add simple instructions like "be concise", which tend to hurt accuracy or barely shorten outputs. The authors treat…

 Co-authors here

9 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.

 Cited by

Papers of our library cite their works 5 times (of the 149,439 papers whose bibliographies we read); 1 citing paper with a page here →.

Updated

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