Scholar
Danyang Zhang
Google Scholar ID: CMHormkAAAAJ
Shanghai Jiao Tong University
Citations & Impact
Citations
1,299
H-index
11
i10-index
12
Publications
19
Co-authors
20
list available
Publications
Resume (English only)
Academic Achievements
- NeurIPS 2023: Proposed Rememberer, an LLM-based agent framework with long-term experience memory; introduced RLEM to update memory without fine-tuning LLM parameters
- NeurIPS 2023: Led the development of Mobile-Env, an extensible and realistic Android-based platform for GUI agent benchmarking
- NeurIPS 2024 (D&B Track): Co-designed OSWorld, a unified benchmark with 369 complex desktop tasks across 9+ common applications
- NeurIPS 2024: Proposed ProgRM (Progress Reward Model) for online RL training of GUI agents, featuring automated progress labeling via LCS-based algorithm
- NeurIPS 2024 (D&B Track): Contributed to Spider2-V, evaluating multimodal agents on data science and engineering workflow automation
- EMNLP 2021: Contributed to WebSRC, a dataset for web-based structural reading comprehension
- Co-authored 'Rotation-robust Intersection over Union for 3D Object Detection'
