Scholar
Bowen Jiang
Google Scholar ID: _6AHV9QAAAAJ
University of Pennsylvania, Microsoft Corporation
Citations & Impact
Citations
204
H-index
6
i10-index
5
Publications
13
Co-authors
21
list available
Publications
Resume (English only)
Academic Achievements
- Sep 2025: Released PersonaMem-v2: Implicit Persona on HuggingFace—the state-of-the-art LLM personalization benchmark focusing on implicit user preferences in long conversations; >1000 monthly downloads
- Jul 2025: Paper 'MARSHA: Multi-Agent RAG System for Hazard Adaptation' accepted by Nature npj Climate Action, supporting LLMs in critical scientific domains
- Apr 2025: Released PersonaMem, an LLM personalization benchmark accepted at COLM 2025, featuring 180+ persona-oriented multi-session conversations, dynamic preference updates, and up to 1M-token context; evaluated GPT-4.1/4.5, o4-mini, o1, Gemini-2, DeepSeek-R1-607B, LLaMA-4, Claude-3.7, etc.
- Sep 2024: Paper 'A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners' accepted at EMNLP 2024, introducing the concept of 'Token Bias' to question LLM reasoning generalization
- Mar 2025: Gave a talk on LLM personalization at MASC-SLL 2025, Penn State University
- Sep 2024: Presented at the Penn Wharton AI & Analytics Initiative's Research & Education Symposium
Education
- Ph.D. in Computer and Information Science, University of Pennsylvania (Aug 2021–Present); Advisor: Prof. Camillo J. Taylor; Collaborator: Prof. Dan Roth; GPA: 3.99/4.00
- M.S. in Computer and Information Science, University of Pennsylvania (Aug 2021–Dec 2023)
- B.S. in Electrical Engineering with Highest Honors and Bronze Tablet award (top 3% of class), University of Illinois Urbana-Champaign (Aug 2017–May 2021); Minors in Computer Science and Mathematics; GPA: 3.99/4.00, Major GPA: 4.00/4.00; Advisors: Prof. Yoram Bresler and Prof. Samni Koyejo
- Visiting student at Argonne National Laboratory, mentored by Dr. Tanwi Mallick
- Summer program in Digital Filmmaking at Columbia University for high school students (Jul–Aug 2016)
