Siyu Chen
Siyu Chen has 2 papers in our library, in 2025, most of them on Dialogue systems, Speech & spoken language, Information retrieval & search; often with Bin Wang, Changyi Wan, Jin Xu.
OpenAlex · ORCID · h-index 19 · 119 works · 1,750 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 39 times in our library · ⭐ Paper Stars ranking: #7868
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Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksComputer Vision and Pattern Recognition · 1 work
🧭 Topics 3Research subjects and languages the work is about.Dialogue systems · 1 workInformation retrieval & search · 1 workSpeech & spoken language · 1 work
Works by year
2020s
Papers
- Step-3 is Large yet Affordable: Model-system Co-design for Cost-effective Decoding (2025 · 26 citations)
Decoding is the costliest stage of LLM serving per generated token, because hardware utilization is low. This matters most for reasoning models that produce long outputs. StepFun argues that parameter counts predict this cost poorly. Their paper presents Step-3, a 321B-parameter VLM that activates 38B parameters per… - WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models (2025 · 22 citations)
Most retrieval-augmented generation (RAG) systems assume text input, so spoken dialogue models usually reach them through a cascaded ASR step.
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