Scholar
Renze Lou
Google Scholar ID: GVTbSPMAAAAJ
Pennsylvania State University
Citations & Impact
Citations
1,286
H-index
12
i10-index
13
Publications
20
Co-authors
14
list available
Publications
Resume (English only)
Academic Achievements
- Paper 'AAAR-1.0: Assessing AI’s Potential to Assist Research' accepted by ICML 2025; received Best Paper Award at the 2nd AI4Research Workshop @ AAAI 2025
- Paper 'TravelPlanner: A Benchmark for Real-World Planning with Language Agents' accepted by ICML 2024 with Spotlight (top 3.5%)
- Two papers accepted by ICLR 2024: 'MUFFIN' and 'Adaptive Chameleon or Stubborn Sloth' (the latter received Spotlight, top 5%)
- Paper 'UMIE: Unified Multimodal Information Extraction with Instruction Tuning' accepted by AAAI 2024 with Oral presentation
- Paper 'Forget Demonstrations, Focus on Learning from Textual Instructions' accepted by EACL 2024 Student Research Workshop
- Paper 'Is Prompt All You Need? No. A Comprehensive and Broader View of Instruction Learning' published in Computational Linguistics 2024
- Earlier works include an ACL 2021 Oral paper, ICASSP 2021, and CCL 2021 papers
- Released MUFFIN, a synthetic dataset for instruction tuning (Oct. 2024)
- Released AAAR-1.0 benchmark for evaluating LLMs in high-level ML research tasks (Oct. 2024)
Research Experience
- Research Intern at Microsoft Research (June 2025 – Aug. 2025)
- Research Intern at Salesforce AI Research (May 2024 – Aug. 2024)
- Research Assistant at The Chinese University of Hong Kong (Shenzhen) (Oct. 2021 – May 2022), collaborated with Prof. Yan Song and Yuanhe Tian (University of Washington)
- Research Intern at Dartmouth College (Oct. 2020 – Aug. 2021), worked closely with Prof. Soroush Vosoughi and Weicheng Ma
- Research Intern at Tsinghua Shenzhen International Graduate School (incomplete date)
