[1] Visualization Literacy of Multimodal Large Language Models: A Comparative Study
Zhimin Li, Haichao Miao, Valerio Pascucci, Shusen Liu
(arXiv 2024)
[paper]

[2] AVA: Towards Autonomous Visualization Agents through Visual Perception-Driven Decision-Making
Shusen Liu, Haichao Miao, Zhimin Li, Matthew Olson, Valerio Pascucci, Peer-Timo Bremer
(Computer Graphics Forum 2024)
[paper]

[3] Instance-wise Linearization of Neural Network for Model Interpretation
Zhimin Li, Shusen Liu, Kailkhura Bhavya, Peer-Timo Bremer, Valerio Pascucci
(arXiv 2023)
[paper]

[4] Understanding Robustness Lottery: A Geometric Visual Comparative Analysis of Neural Network Pruning Approaches
Zhimin Li, Shusen Liu, Xin Yu, Kailkhura Bhavya, Jie Cao, James Daniel Diffenderfer, Peer-Timo Bremer, Valerio Pascucci
IEEE Transactions on Visualization and Computer Graphics (TVCG 2024)
[paper] [video]

[5] A Visual Comparison of Silent Error Propagation
Zhimin Li, Harshitha Menon, Kathryn Mohror, Shusen Liu, Luanzheng Guo, Peer-Timo Bremer, Valerio Pascucci
IEEE Transactions on Visualization and Computer Graphics (TVCG 2022)
[paper] [video]

[6] Understanding a program's resiliency through error propagation
Zhimin Li, Harshitha Menon, Kathryn Mohror, Peer-Timo Bremer, Yarden Livant, Valerio Pascucci
Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming (PPOPP 2021)
[paper] [video]

[7] SpotSDC: Revealing the Silent Data Corruption Propagation in High-Performance Computing Systems
Zhimin Li, Harshitha Menon, Dan Maljovec, Yarden Livant, Shusen Liu, Kathryn Mohror, Peer-Timo Bremer, Valerio Pascucci
IEEE Transactions on Visualization and Computer Graphics (TVCG 2021)
[paper] [video]

[8] NLIZE: A Perturbation-Driven Visual Interrogation Tool for Analyzing and Interpreting Natural Language Inference Models
Shusen Liu, Zhimin Li, Tao Li, Srikumar Vivek, Valerio Pascucci, Peer-Timo Bremer
IEEE Visualization Conference 2018 (TVCG)
[paper] [video]

[9] Visual Interrogation of Attention-Based Models for Natural Language Inference and Machine Comprehension
Shusen Liu, Tao Li, Zhimin Li, Vivek Srikumar, Valerio Pascucci, Peer-Timo Bremer
2018 Conference on Empirical Methods in Natural Language Processing (Demo Track)
[paper] [video]

[10] Grand-Map: A High Dimensional Grand Tour Map
Zhimin Li, Shusen Liu, Valerio Pascucci
UROP (2016)
[paper]

[11] An Information Visualization System to Analyze Silent Data Corruption
Zhimin Li, Harshitha Menon, Kathryn Mohror, Yarden Livant, Valerio Pascucci
SC(2018) Poster

[12] Why and when do students change majors?
Zhimin Li, Alexander Lex
IEEE Vis(2016) Selected Demo