🧑‍🔬 Yangyang Shi

🏛️ Affiliations

🏢MetaMenlo Park · United States2019–2026 · 23 papersEmployment since 2019 · Ai Research Scientist, Reality Lab🎓Delft University of TechnologyDelft · Netherlands2011–2015 · 11 papers🏢MicrosoftRedmond · United States2014–2017 · 6 papers🏢MetaLondon · United Kingdom2021–2022 · 3 papers🎓University of Maryland, College ParkCollege Park · United States2026 · 2 papers🎓Saarland UniversitySaarbrücken · Germany2023 · 2 papers🎓Institute of Electrical and Electronics EngineersPiscataway · United States2012 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. LLM-QAT: Data-Free Quantization Aware Training for Large Language Models (2024 · 276 citations)
   Post-training quantization (PTQ) works well for large language models at 8 bits, but its quality drops sharply when weights, activations and the KV cache are all pushed lower.
2. Agent-as-a-Judge: Evaluate Agents with Agents (2024 · 50 citations)
   Agentic systems solve problems through long sequences of actions, but most benchmarks only score the final output.

All works

6 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. Recurrent neural networks for language understanding ↗Interspeech (USB) · no summary yetKaisheng Yao et al.2013 · 350 citations
2. LLM-QAT: Data-Free Quantization Aware Training for Large Language ModelsFindings of the Association for Computational LinguisticsZechun Liu, Barlas Oguz, Changsheng Zhao, et al.2024 · 276 citations
3. Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion ↗Interspeech (USB) · no summary yetDuc Le et al.2021 · 86 citations
4. Deep LSTM based Feature Mapping for Query Classification ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetYangyang Shi et al.2016 · 64 citations
5. Agent-as-a-Judge: Evaluate Agents with AgentsarXiv:2410.10934Mingchen Zhuge, Changsheng Zhao, Dylan Ashley, et al.2024 · 50 citations
6. TorchAudio: Building Blocks for Audio and Speech Processing ↗arXiv:2110.15018 · no summary yetYao-Yuan Yang et al.2021 · 34 citations

🤝 Co-authors here

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

• Changsheng Zhao ×2
• Ernie Chang ×2
• Raghuraman Krishnamoorthi ×2
• Vikas Chandra ×2
• Zechun Liu ×2
• Barlas Oguz
• Dmitrii Khizbullin
• Mingchen Zhuge
• Wenyi Wang
• Yashar Mehdad
• Yuandong Tian
• Yunyang Xiong

Venues

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

• Interspeech (USB) ×2
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2024
• Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

🔗 Cited by

Papers of our library cite their works 277 times (of the 149,439 papers whose bibliographies we read); 52 citing papers with a page here →.

Updated 3 November 2026

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