Publication TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data Lun Du, Fei Gao, Xu Chen, Ran Jia (raji), Junshan Wang, Jiang Zhang, Shi Han, Dongmei Zhang Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (KDD’21) | August 2021
Publication Zero-shot Multi-lingual Interrogative Question Generation for “People Also Ask” at Bing Rajarshee Mitra, Rhea Jain, Aditya Srikanth Veerubhotla, Manish Gupta Knowledge Discovery and Data Mining | August 2021
Publication Table2Charts: Recommending Charts by Learning Shared Table Representations Mengyu Zhou, Qingtao Li, Xinyi He, Yuejiang Li, Yibo Liu, Wei Ji, Shi Han, Yining Chen, Daxin Jiang (姜大昕), Dongmei Zhang The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’21) | August 2021 Project
Publication Fed^2: Feature-Aligned Federated Learning Fuxun Yu, Weishan Zhang, Zhuwei Qin, Zirui Xu, Di Wang, ChenChen Liu, Zhi Tian, Xiang Chen KDDI 2021 | August 2021
Publication Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition Shining Liang, Ming Gong (YIMING), Jian Pei, Linjun Shou (寿林钧), Wanli Zuo, Xiang-lin Zuo, Daxin Jiang (姜大昕) 2021 Knowledge Discovery and Data Mining | August 2021
Publication NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture Search Jin Xu, Xu Tan, Renqian Luo, Kaitao Song, Jian Li, Tao Qin, Tie-Yan Liu KDD 2021 | August 2021
Publication Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature Yu Wang, Jinchao Li, Tristan Naumann, Chenyan Xiong, Hao Cheng, Rob Tinn, Cliff Wong, Naoto Usuyama, Rick Rogahn, Zhihong Shen, Yang Qin, Eric Horvitz, Paul Bennett, Jianfeng Gao, Hoifung Poon KDD 2021 | August 2021 Project
Publication How Interpretable and Trustworthy are GAMs Chun-Hao Chang, Sarah Tan, Ben Lengerich, Anna Goldenberg, Rich Caruana KDD 2021 | August 2021
Publication Leveraging Tripartite Interaction Information from Live Stream E-Commerce for Improving Product Recommendation Sanshi Yu, Zhuoxuan Jiang, Dong-Dong Chen, Shanshan Feng, Dongsheng Li, Qi Liu, Jinfeng Yi KDD 2021 | August 2021
Publication OpenBox: A Generalized Black-box Optimization Service Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huai Jun Jiang, Ming Chao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2021) | August 2021