Tianyu Shi
Tianyu Shi has 2 papers in our library, in 2026, most of them on Evaluation & benchmarks, Code & programming languages; often with Eric Yang, Lynn Ai, Hanbin Wang.
OpenAlex · h-index 1 · 2 works · 1 citations OpenAlex, 2026-10-14
Affiliations
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 worksInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Code & programming languages · 1 workEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- EVM-QuestBench: An Execution-Grounded Benchmark for Natural-Language Transaction Code Generation (2026 · 1 citation)
LLMs are increasingly used to write code that sends blockchain transactions. In that setting a single wrong address, unit or decimal can cause irreversible financial loss. Text-similarity metrics such as BLEU and CodeBLEU, and general coding benchmarks such as SWE-bench, do not measure whether such code actually… - MARS: Unleashing the Power of Speculative Decoding via Margin-Aware Verification (2026)
Speculative decoding speeds up LLM inference: a small drafter proposes tokens and the large target model checks them in parallel.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
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