Ken Gu

According to our database, Ken Gu authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

BLADE: Benchmarking Language Model Agents for Data-Driven Science.

Ken Gu, Ruoxi Shang, Ruien Jiang, Keying Kuang, Richard-John Lin, Donghe Lyu, Yue Mao, Youran Pan, Teng Wu, Jiaqian Yu, Yikun Zhang, Tianmai M. Zhang, Lanyi Zhu, Mike A. Merrill, Jeffrey Heer, Tim Althoff

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

How Do Analysts Understand and Verify AI-Assisted Data Analyses?

Ken Gu, Ruoxi Shang, Tim Althoff, Chenglong Wang, Steven Mark Drucker

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

How Do Data Analysts Respond to AI Assistance? A Wizard-of-Oz Study.

Ken Gu, Madeleine Grunde-McLaughlin, Andrew M. McNutt, Jeffrey Heer, Tim Althoff

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2024

2023

Understanding and Supporting Debugging Workflows in Multiverse Analysis.

Ken Gu, Eunice Jun, Tim Althoff

Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2020

Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction.

Yunsheng Bai, Ken Gu, Yizhou Sun, Wei Wang

CoRR, 2020

Fast Detection of Maximum Common Subgraph via Deep Q-Learning.

Yunsheng Bai, Derek Xu, Alex Wang, Ken Gu, Xueqing Wu, Agustin Marinovic, Christopher Ro, Yizhou Sun, Wei Wang

CoRR, 2020

Learning-Based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching.

Yunsheng Bai, Hao Ding, Ken Gu, Yizhou Sun, Wei Wang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Unsupervised Inductive Whole-Graph Embedding by Preserving Graph Proximity.

Yunsheng Bai, Hao Ding, Yang Qiao, Agustin Marinovic, Ken Gu, Ting Chen, Yizhou Sun, Wei Wang

CoRR, 2019

Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity.

Yunsheng Bai, Hao Ding, Yang Qiao, Agustin Marinovic, Ken Gu, Ting Chen, Yizhou Sun, Wei Wang

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019