Publication Node-GAM: Neural Generalized Additive Model For Interpretable Deep Learning Chun-Hao Chang, Rich Caruana, Anna Goldenberg ICLR 2022 | April 2022
Publication Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners Shashank Gupta, Subhabrata (Subho) Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Awadallah, Jianfeng Gao ArXiv | April 2022
Publication UniParser: A Unified Log Parser for Heterogeneous Log Data Yudong Liu, Xu Zhang, Shilin He, Hongyu Zhang, Liqun Li, Yu Kang, Yong Xu, Minghua Ma, Qingwei Lin 林庆维, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang TheWebConf 2022 | April 2022 Project Project
Publication Knowledge Infused Decoding Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah ICLR 2022 | April 2022 Github
Publication Optimal Transport for Causal Discovery Ruibo Tu, Hedvig Kjellstrom, Kun Zhang, Cheng Zhang ICLR 2022 | April 2022 Project
Publication Warper: Efficiently Adapting Learned Cardinality Estimators to Data and Workload Drifts Beibin Li, Yao Lu, Srikanth Kandula SIGMOD | April 2022
Publication Towards Deployment-Efficient Reinforcement Learning: Lower Bound and Optimality Jiawei Huang, Jinglin Chen, Li Zhao, Tao Qin, Nan Jiang, Tie-Yan Liu Tenth International Conference on Learning Representations(ICLR) | April 2022
Publication Target-Side Input Augmentation for Sequence to Sequence Generation Shufang Xie, Ang Lv, Yingce Xia, Lijun Wu, Tao Qin, Tie-Yan Liu, Rui Yan ICLR 2022 | April 2022
Publication PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior Sang-gil Lee, Heeseung Kim, Chaehun Shin, Xu Tan, Chang Liu, Qi Meng, Tao Qin, Wei Chen, Sungroh Yoon, Tie-Yan Liu ICLR 2022 | April 2022
Publication On the Connection between Local Attention and Dynamic Depth-wise Convolution Qi Han, Zejia Fan, Qi Dai, Lei Sun, Ming-Ming Cheng, Jiaying Liu, Jingdong Wang ICLR 2022 | April 2022