Ryan Li

4 papers · 2024–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

NAACL (2) EMNLP (1) ICML (1)

Top co-authors

Diyi Yang (3) Yanzhe Zhang (2) Zhengyuan Yang (1) Caleb Ziems (1) Yutong Zhang (1) Raya Horesh (1) Kexin Huang (1) Rogério Abreu De Paula (1) Chenglei Si (1) Michael Y. Li (1)

Research topics

Artificial Intelligence (4) Core AI (4) Natural Language Processing (2) Resources & Methods (2) Machine Learning (1) Application Areas (1) Learning Paradigms (1)

Keywords

large language model (2) transfer learning (1) knowledge distillation (1) multimodal learning (1) code generation (1) knowledge base (1) vision-language model (1) interactive agent (1) cultural awareness (1) visual understanding (1) llm agent (1) type-i error control (1) scalable solution (1) sketch understanding (1) user interface generation (1) web design prototyping (1) hypothesis validation (1) falsification experiments (1) zero-shot learning (1) sequential testing framework (1)

Papers

Automated Hypothesis Validation with Agentic Sequential Falsifications ICML 2025 Design2Code: Benchmarking Multimodal Code Generation for Automated Front-End Engineering NAACL 2025 Sketch2Code: Evaluating Vision-Language Models for Interactive Web Design Prototyping NAACL 2025 CultureBank: An Online Community-Driven Knowledge Base Towards Culturally Aware Language Technologies EMNLP 2024