Shuntian Yao
Shuntian Yao has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining; often with Hanyu Lai, Xiao Liu, Dan Zhang.
OpenAlex · ORCID · Wikidata · h-index 9 · 28 works · 476 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 58 times in our library · ⭐ Paper Stars ranking: #6640
Affiliations
🎓Beijing University of Posts and TelecommunicationsBeijing ·
China2024–2025 · 3 papers🎓Tsinghua UniversityBeijing ·
China2024–2025 · 3 papers🎓Nanyang Technological UniversitySingapore ·
Singapore2002–2012 · 14 papers🎓Yale UniversityNew Haven ·
United States1989–1990 · 2 papers
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksInformation Systems · 1 workArtificial Intelligence · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2020s
Papers
- AutoWebGLM: A Large Language Model-based Web Navigating Agent (2024 · 96 citations)
Web agents built on LLMs often fail on real websites. Pages are long and noisy, the set of possible browser actions is broad, and open-web tasks are hard to plan. Existing agents also struggle to recover from their own mistakes. The authors address this with AutoWebGLM, an open agent fine-tuned from ChatGLM3-6B. It… - A Survey of Post-Training Scaling in Large Language Models (2025 · 18 citations)
Pre-training scaling, which ties loss to parameter count and token volume, is reaching its limits. High-quality web text is running out, synthetic corpora have unproven value at scale, and the returns on ever-larger compute budgets look doubtful. This survey, by authors from Tsinghua University and Zhipu AI, argues…
Co-authors here
- Hanyu Lai ×2
- Xiao Liu ×2
- Dan Zhang
- Hanchen Zhang
- Hao Yu
- Jiale Cheng
- Jie Tang
- Minlie Huang
- Xiaohan Zhang
- Xin Lv
- Yifan Xu
- Yuxiao Dong
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2025
- ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD): KDD 2024
Cited by
Updated
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