Unsupervised Inductive Graph-Level Representation Learning via Graph-Graph Proximity. - Yunsheng Bai; Hao Ding 003; Yang Qiao; Agustin Marinovic; Ken Gu; Ting Chen 007; Yizhou Sun; Wei Wang 010 (IJCAI, 2019)

Unsupervised Inductive Whole-Graph Embedding by Preserving Graph Proximity. - Yunsheng Bai; Hao Ding 003; Yang Qiao; Agustin Marinovic; Ken Gu; Ting Chen 007; Yizhou Sun; Wei Wang 010 (CoRR, 2019)

Learning-Based Efficient Graph Similarity Computation via Multi-Scale Convolutional Set Matching. - Yunsheng Bai; Hao Ding 003; Ken Gu; Yizhou Sun; Wei Wang 010 (AAAI, 2020)

Fast Detection of Maximum Common Subgraph via Deep Q-Learning. - Yunsheng Bai; Derek Xu; Alex Wang; Ken Gu; Xueqing Wu 001; Agustin Marinovic; Christopher Ro; Yizhou Sun; Wei Wang 010 (CoRR, 2020)

Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction. - Yunsheng Bai; Ken Gu; Yizhou Sun; Wei Wang 010 (CoRR, 2020)

Understanding and Supporting Debugging Workflows in Multiverse Analysis. - Ken Gu; Eunice Jun; Tim Althoff (CHI, 2023)

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 (CHI, 2024)

How Do Analysts Understand and Verify AI-Assisted Data Analyses? - Ken Gu; Ruoxi Shang; Tim Althoff; Chenglong Wang; Steven Mark Drucker (CHI, 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; et al. (EMNLP (Findings), 2024)

LSM-2: Learning from Incomplete Wearable Sensor Data. - Maxwell A. Xu; Girish Narayanswamy; Kumar Ayush; Dimitris Spathis; Shun Liao; Shyam A. Tailor; Ahmed Metwally 002; A. Ali Heydari; Yuwei Zhang; Jake Garrison; Samy Abdel-Ghaffar; Xuhai Xu; et al. (CoRR, 2025)

RADAR: Benchmarking Language Models on Imperfect Tabular Data. - Ken Gu; Zhihan Zhang 002; Kate Lin; Yuwei Zhang; Akshay Paruchuri; Hong Yu 001; Mehran Kazemi; Kumar Ayush; A. Ali Heydari; Maxwell A. Xu; Girish Narayanswamy; Yun Liu 013; et al. (CoRR, 2025)