| 2021 | NewsEmbed: Modeling News through Pre-trained Document Representations. | Jialu Liu, Tianqi Liu, Cong Yu |
| 2021 | JIZHI: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu. | Hao Liu, Qian Gao, Jiang Li, Xiaochao Liao, Hao Xiong, Guangxing Chen, Wenlin Wang, Guobao Yang, Zhiwei Zha, Daxiang Dong, Dejing Dou, Haoyi Xiong |
| 2021 | Multi-view Correlation based Black-box Adversarial Attack for 3D Object Detection. | Bingyu Liu, Yuhong Guo, Jianan Jiang, Jian Tang, Weihong Deng |
| 2021 | Neural-Answering Logical Queries on Knowledge Graphs. | Lihui Liu, Boxin Du, Heng Ji, ChengXiang Zhai, Hanghang Tong |
| 2021 | KompaRe: A Knowledge Graph Comparative Reasoning System. | Lihui Liu, Boxin Du, Yi Ren Fung, Heng Ji, Jiejun Xu, Hanghang Tong |
| 2021 | OpenBox: A Generalized Black-box Optimization Service. | Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui |
| 2021 | An Experimental Study of Quantitative Evaluations on Saliency Methods. | Xiao-Hui Li, Yuhan Shi, Haoyang Li, Wei Bai, Caleb Chen Cao, Lei Chen |
| 2021 | Learning Multiple Stock Trading Patterns with Temporal Routing Adaptor and Optimal Transport. | Hengxu Lin, Dong Zhou, Weiqing Liu, Jiang Bian |
| 2021 | M6: Multi-Modality-to-Multi-Modality Multitask Mega-transformer for Unified Pretraining. | Junyang Lin, Rui Men, An Yang, Chang Zhou, Yichang Zhang, Peng Wang, Jingren Zhou, Jie Tang, Hongxia Yang |
| 2021 | What Do You See?: Evaluation of Explainable Artificial Intelligence (XAI) Interpretability through Neural Backdoors. | Yi-Shan Lin, Wen-Chuan Lee, Z. Berkay Celik |
| 2021 | PAM: Understanding Product Images in Cross Product Category Attribute Extraction. | Rongmei Lin, Xiang He, Jie Feng, Nasser Zalmout, Yan Liang, Li Xiong, Xin Luna Dong |
| 2021 | Large-Scale Network Embedding in Apache Spark. | Wenqing Lin |
| 2021 | A Difficulty-Aware Framework for Churn Prediction and Intervention in Games. | Jiayu Li, Hongyu Lu, Chenyang Wang, Weizhi Ma, Min Zhang, Xiangyu Zhao, Wei Qi, Yiqun Liu, Shaoping Ma |
| 2021 | Mitigating Performance Saturation in Neural Marked Point Processes: Architectures and Loss Functions. | Tianbo Li, Tianze Luo, Yiping Ke, Sinno Jialin Pan |
| 2021 | Embedding-based Product Retrieval in Taobao Search. | Sen Li, Fuyu Lv, Taiwei Jin, Guli Lin, Keping Yang, Xiaoyi Zeng, Xiao-Ming Wu, Qianli Ma |
| 2021 | Large-Scale Data-Driven Airline Market Influence Maximization. | Duanshun Li, Jing Liu, Jinsung Jeon, Seoyoung Hong, Thai Le, Dongwon Lee, Noseong Park |
| 2021 | Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning. | Jiahui Li, Kun Kuang, Baoxiang Wang, Furui Liu, Long Chen, Fei Wu, Jun Xiao |
| 2021 | Dual Attentive Sequential Learning for Cross-Domain Click-Through Rate Prediction. | Pan Li, Zhichao Jiang, Maofei Que, Yao Hu, Alexander Tuzhilin |
| 2021 | An Efficient and Scalable Algorithm for Estimating Kemeny's Constant of a Markov Chain on Large Graphs. | Shiju Li, Xin Huang, Chul-Ho Lee |
| 2021 | Efficient Collaborative Filtering via Data Augmentation and Step-size Optimization. | Xuejun Liao, Patrick Koch, Shunping Huang, Yan Xu |
| 2021 | Question-Driven eXplainable AI: Re-framing the Technical and Design Spaces of XAI. | Q. Vera Liao |
| 2021 | Unveiling Fake Accounts at the Time of Registration: An Unsupervised Approach. | Xiao Liang, Zheng Yang, Binghui Wang, Shaofeng Hu, Zijie Yang, Dong Yuan, Neil Zhenqiang Gong, Qi Li, Fang He |
| 2021 | Reinforced Iterative Knowledge Distillation for Cross-Lingual Named Entity Recognition. | Shining Liang, Ming Gong, Jian Pei, Linjun Shou, Wanli Zuo, Xianglin Zuo, Daxin Jiang |
| 2021 | Dimensionwise Separable 2-D Graph Convolution for Unsupervised and Semi-Supervised Learning on Graphs. | Qimai Li, Xiaotong Zhang, Han Liu, Quanyu Dai, Xiao-Ming Wu |
| 2021 | The KDD 2021 Workshop on Causal Discovery (CD2021). | Thuc Duy Le, Jiuyong Li, Gregory F. Cooper, Sofia Triantafillou, Elias Bareinboim, Huan Liu, Negar Kiyavash |