Publication Causal Reasoning in the Presence of Latent Confounders via Neural ADMG Learning Matthew Ashman, Chao Ma, Agrin Hilmkil, Joel Jennings, Cheng Zhang ICLR 2023 | May 2023 Project
Publication Multi-Agent Reinforcement Learning with Shared Policy for Cloud Quota Management Problem Tong Cheng, Hang Dong, Lu Wang, Bo Qiao, Si Qin, Qingwei Lin 林庆维, Dongmei Zhang, S. Rajmohan, T. Moscibroda WWW’23 industry | April 2023
Publication HAPENS: Hardness-Personalized Negative Sampling for Implicit Collaborative Filtering Haoxin Liu, Pu Zhao, Si Qin, Yong Shi, Mirror Xu, Qingwei Lin 林庆维, Dongmei Zhang WWW’23 industry | April 2023
Publication Expressive and Efficient Representation Learning for Ranking Links in Temporal Graphs Susheel Suresh, Mayank Shrivastava, Arko Mukherjee, Jennifer Neville, Pan Li The Web Conference | April 2023
Publication Homophily-oriented Heterogeneous Graph Rewiring Jiayan Guo, Lun Du, Wendong Bi, Qiang Fu, Xiaojun Ma, Xu Chen, Shi Han, Dongmei Zhang, Yan Zhang The Web Conference (WWW’23) | April 2023
Publication Robust Mid-Pass Filtering Graph Convolutional Networks Jincheng Huang, Lun Du, Xu Chen, Qiang Fu, Shi Han, Dongmei Zhang The Web Conference (WWW’23) | April 2023
Publication Content Repurposing in Knowledge Work: Implications for Generative AI Siân Lindley, Chris Elsden, Hanna Moser, Amid Ayobi April 2023 Presented at the CHI 2023 Workshop on Generative AI and HCI
Publication Single-step retrosynthesis prediction by leveraging commonly preserved substructures Lei Fang, Junren Li, Ming Zhao, Li Tan, Jian-Guang Lou Nature Communication | April 2023
Publication Learning Physics-Informed Neural Networks without Stacked Back-propagation Di He, Wenlei Shi, Shanda Li, Xiaotian Gao, Jia Zhang, Jiang Bian, Liwei Wang, Tie-Yan Liu AISTATS 2023 | April 2023
Publication ML4C: Seeing Causality Through Latent Vicinity Haoyue Dai, Rui Ding, Yuanyuan Jiang, Shi Han, Dongmei Zhang SIAM International Conference on Data Mining | April 2023