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Zhihua Jin
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Atmseer: Increasing transparency and controllability in automated machine learning
Q Wang, Y Ming, Z Jin, Q Shen, D Liu, MJ Smith, K Veeramachaneni, ...
Proceedings of the 2019 CHI conference on human factors in computing systems …, 2019
1342019
M2lens: Visualizing and explaining multimodal models for sentiment analysis
X Wang, J He, Z Jin, M Yang, Y Wang, H Qu
IEEE Transactions on Visualization and Computer Graphics 28 (1), 802-812, 2021
982021
DeepDrawing: A Deep Learning Approach to Graph Drawing
Y Wang, Z Jin, Q Wang, W Cui, T Ma, H Qu
IEEE transactions on visualization and computer graphics 26 (1), 676-686, 2019
722019
GNNLens: A visual analytics approach for prediction error diagnosis of graph neural networks
Z Jin, Y Wang, Q Wang, Y Ming, T Ma, H Qu
IEEE Transactions on Visualization and Computer Graphics, 2022
472022
Numgpt: Improving numeracy ability of generative pre-trained models
Z Jin, X Jiang, X Wang, Q Liu, Y Wang, X Ren, H Qu
arXiv preprint arXiv:2109.03137, 2021
222021
CommonsenseVIS: Visualizing and Understanding Commonsense Reasoning Capabilities of Natural Language Models
X Wang, R Huang, Z Jin, T Fang, H Qu
IEEE Transactions on Visualization and Computer Graphics 30 (1), 273-283, 2023
182023
Hapi: A large-scale longitudinal dataset of commercial ml api predictions
L Chen, Z Jin, ES Eyuboglu, C Ré, M Zaharia, JY Zou
Advances in Neural Information Processing Systems 35, 24571-24585, 2022
122022
ShortcutLens: A visual analytics approach for exploring shortcuts in natural language understanding dataset
Z Jin, X Wang, F Cheng, C Sun, Q Liu, H Qu
IEEE Transactions on Visualization and Computer Graphics, 2023
112023
BiGCN: A bi-directional low-pass filtering graph neural network
Z Chen, T Ma, Z Jin, Y Song, Y Wang
Analysis and Applications 20 (06), 1193-1214, 2022
62022
Jailbreakhunter: a visual analytics approach for jailbreak prompts discovery from large-scale human-llm conversational datasets
Z Jin, S Liu, H Li, X Zhao, H Qu
arXiv preprint arXiv:2407.03045, 2024
32024
Actorlens: Visual analytics for high-level actor identification in moba games
Z Jin, G Huang, Z Chen, S Liu, Y Chao, Z Yang, Q Li, H Qu
arXiv preprint arXiv:2307.09699, 2023
12023
Towards an Exploratory Visual Analytics System for Griefer Identification in MOBA Games
Z Chen, S Liu, Z Jin, G Huang, Y Chao, Z Yang, Q Li, H Qu
arXiv preprint arXiv:2312.14401, 2023
2023
HAPI explorer: comprehension, discovery, and explanation on history of ML APIs
L Chen, Z Jin, S Eyuboglu, H Qu, C Ré, M Zaharia, J Zou
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 16416 …, 2023
2023
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