Jiajing Guo

Senior Research Engineer at Bosch Research

Research Interest: Human-Agent Collaboration, Domain-Specific AI Agents

Selected Publications

• 

  Scaling Expert Feedback with Reflective Edit Propagation in Compositional Knowledge Bases

  Jiajing Guo, Xueming Li, Jorge Piazentin Ono, Wenbin He, Liu Ren

  CAIS Demo Track 2026

  ACM DL arXiv
• 

  Rethinking Agentic Workflows: Evaluating Inference-Based Test-Time Scaling Strategies in Text2SQL Tasks

  Jiajing Guo, Kenil Patel, Jorge Piazentin Ono, Wenbin He, Liu Ren

  ScaLR Workshop @ COLM 2025

  arXiv
• 

  InterChat: Enhancing Generative Visual Analytics Using Multimodal Interactions

  Juntong Chen, Jiang Wu, Jiajing Guo, Vikram Mohanty, Xueming Li, Jorge Piazentin Ono, Wenbin He, Liu Ren, Dongyu Liu

  EuroVis 2025

  EuroVis arXiv
• 

  VISLIX: An XAI Framework for Validating Vision Models with Slice Discovery and Analysis

  Xinyuan Yan, Xiwei Xuan, Jorge Piazentin Ono, Jiajing Guo, Vikram Mohanty, Shekar Arvind Kumar, Liang Gou, Bei Wang, Liu Ren

  EuroVis 2025

  EuroVis arXiv
• 

  Investigating Interaction Modes and User Agency in Human-LLM Collaboration for Domain-Specific Data Analysis

  Jiajing Guo, Vikram Mohanty, Jorge Piazentin Ono, Hongtao Hao, Liang Gou, Liu Ren

  CHI EA 2024

  ACM DL arXiv
• 

  Can LLMs Infer Domain Knowledge from Code Exemplars? A Preliminary Study

  Jiajing Guo, Vikram Mohanty, Hongtao Hao, Liang Gou, Liu Ren

  IUI Companion 2024

  ACM DL
• 

  Meditating in Live Stream: An Autoethnographic and Interview Study to Investigate Motivations, Interactions and Challenges

  Jingjin Li, Jiajing Guo, Gilly Leshed

  CSCW 2024

  ACM DL arXiv
• 

  OW-Adapter: Human-Assisted Open-World Object Detection with a Few Examples

  Suphanut Jamonnak, Jiajing Guo, Wenbin He, Liang Gou, Liu Ren

  VIS'23 : IEEE TVCG

  IEEE
• 

  EyeClick: A Robust Two-Step Eye-Hand Interaction for Text Entry in Augmented Reality Glasses

  Jiajing Guo, Andrew Benton, Nan Tian, William Ma, Nicholas Feffer, Zhengyu Zhou, Liu Ren

  UIST Adjunct 2023

  ACM DL

Education

• Ph.D. in Information Science, Cornell University
  Advisor: Prof. Susan R. Fussell
• B.A. in Art and Technology, Academy of Arts & Design, Tsinghua University
  Major: Information Design