Publication Adaptive Diffusion in Graph Neural Networks Jialin Zhao, Yuxiao Dong, Ming Ding, Evgeny Kharlamov, Jie Tang NeurIPS 2021 | November 2021
Publication An Information-theoretic Approach to Distribution Shifts Marco Federici, Ryota Tomioka, Patrick Forré Neural Information Processing Systems | November 2021
Publication Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Search Shuxian Bi, Chaozhuo Li, Xiao Han, Zheng Liu, Xing Xie, Haizhen Huang, Zengxuan Wen EMNLP 2021 | November 2021
Publication Neuron Campaign for Initialization Guided by Information Bottleneck Theory Haitao Mao, Xu Chen, Qiang Fu, Lun Du, Shi Han, Dongmei Zhang Conference on Information and Knowledge Management | November 2021 Best Short Paper Award
Publication The emergence of the shape bias results from communicative efficiency Eva Portelance, Michael C. Frank, Dan Jurafsky, Alessandro Sordoni, Romain Laroche Conference on Computational Natural Language Learning (CoNLL) | November 2021
Publication MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation Aoyu Wu, Yun Wang, Mengyu Zhou, Xinyi He, Haidong Zhang, Huamin Qu, Dongmei Zhang IEEE Transactions on Visualization and Computer Graphics | November 2021
Publication Translating Headers of Tabular Data: A Pilot Study of Schema Translation Kunrui Zhu, Yan Gao, Jiaqi Guo, Jian-Guang Lou Empirical Methods in Natural Language Processing | November 2021 Projet
Publication SimiGrad: Fine-Grained Adaptive Batching for Large Scale Training using Gradient Similarity Measurement Heyang Qin, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He NeurIPS 2021 | November 2021
Publication Dynamic Causal Bayesian Optimization Virginia Aglietti, Neil Dhir, Javier González, Theodoros Damoulas Neural Information Processing Systems (NeurIPS 2021) | November 2021
Publication Amortized inference of Gaussian process hyperparameters for improved concrete strength trajectory prediction Kristen Severson, Olivia Pfeiffer, Jie Chen, Kai Gong, Jeremy Gregory, Richard Goodwin, Elsa Olivetti Neural Information Processing Systems | November 2021