Bo Ni

PhD Candidate in Computer Science
Vanderbilt University

bo.ni@vanderbilt.edu

Portrait of Bo Ni

About Me

I am a PhD candidate in Computer Science at Vanderbilt University, advised by Professor Tyler Derr in the Network and Data Science (NDS) Lab. My research focuses on trustworthy AI, LLM personalization, retrieval-augmented generation, and graph machine learning.

I received my bachelor’s degree with honors from the University of Notre Dame in 2021, where I worked with Professor Meng Jiang in the DM2 Lab on data mining and anomaly detection, and with Professor Dong Wang in the Social Sensing Lab.

Before my PhD, I was a software development engineer at Amazon Web Services. In 2025, I joined Adobe Research in San Jose as a research scientist intern, working on LLM reasoning and personalization.

News

  1. New preprints: Personalized Image Generation with Reasoning and Reflection, Prompt2Skill: Unsupervised Skill Optimization From Natural Language Instructions (code), Joint and Cross-Modal Video-Audio Generation and Editing: A Unified Formulation and Design Taxonomy.
  2. Our survey Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey is now published online in ACM Computing Surveys (CSUR)! Explore the companion resources.
  3. Personalized Auto-Research: Towards a True AI Co-Scientist appears at the ACM AI Leadership Summit 2026.
  4. New preprint: Unifying Graph Neural Networks Through a Common Layer Equation.
  5. SaVe-TAG: LLM-based Interpolation for Long-Tailed Text-Attributed Graphs is published at KDD 2026.
  6. I attended ACL 2026 in San Diego in July! Our paper Risk-Controlled Event-Driven Cascading Updates for Knowledge Graph Consistency Restoration is published in Findings of ACL 2026.

Older news

Selected Publications

See all publications or my Google Scholar profile for the full list.

Reasoning-Based Personalized Generation for Users with Sparse Data

Bo Ni, Branislav Kveton, Samyadeep Basu, Subhojyoti Mukherjee, et al.

Bo Ni, Branislav Kveton, Samyadeep Basu, Subhojyoti Mukherjee, Leyao Wang, Franck Dernoncourt, Sungchul Kim, Seunghyun Yoon, Zichao Wang, Ruiyi Zhang, Puneet Mathur, Jihyung Kil, Jiuxiang Gu, Nedim Lipka, Yu Wang, Ryan A. Rossi, Tyler Derr

arXiv:2602.212192026