Dayuan Jiang

AWS GenAI Innovation Center

Papers on Lattice

Total citations

Topics

Research focus

Natural Language Processing (1)Code Generation & Program Synthesis (1)Data Curation & Synthetic Data (1)Eval Frameworks & Benchmarks (1)

Frequent co-authors

Ryo Kanazawa (2)Koyo Hidaka (2)Teppei Miyamoto (2)Takayuki Kato (2)Tomoki Ando (2)Naofumi Fujita (2)Shuhei Saitoh (2)Atomu Kondo (2)

Papers (2)

Jun 7, 2026

ONESTRUCTION Inc.Jun 7, 2026·also AWS GenAI Innovation Center

Ishigaki-IDS: An Open-Weight Verifier-Aware Model for Information Delivery Specification Drafting in Building Information Modeling

Ishigaki-IDS slashes IDS authoring time by over half while dramatically improving validation success rates, making it a game-changer for BIM practitioners.

Ryo Kanazawa, Koyo Hidaka, Teppei Miyamoto +8

Natural Language Processing

May 21, 2026

ONESTRUCTION Inc.May 21, 2026·also AWS GenAI Innovation Center

Ishigaki-IDS-Bench: A Benchmark for Generating Information Delivery Specification from BIM Information Requirements

LLMs can almost get the gist, but still fail spectacularly at generating industry-standard XML for building information, even with expert-authored examples.

Ryo Kanazawa, Koyo Hidaka, Teppei Miyamoto +8

Code Generation & Program Synthesis Data Curation & Synthetic Data Eval Frameworks & Benchmarks

Dayuan Jiang

Research focus

Frequent co-authors

Papers (2)

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Dayuan Jiang

Research focus

Frequent co-authors

Papers (2)