| 2021 | RABERT: Relation-Aware BERT for Target-Oriented Opinion Words Extraction. | Taegwan Kang, Minwoo Lee, Nakyeong Yang, Kyomin Jung |
| 2021 | HyperGraph Convolution Based Attributed HyperGraph Clustering. | Barakeel Fanseu Kamhoua, Lin Zhang, Kaili Ma, James Cheng, Bo Li, Bo Han |
| 2021 | An Intelligent Mediation Platform for Smart Contracts in Blockchain. | Irene Kafeza |
| 2021 | Dynamic Early Exit Scheduling for Deep Neural Network Inference through Contextual Bandits. | Weiyu Ju, Wei Bao, Liming Ge, Dong Yuan |
| 2021 | The Primacy of Data in Deep Learning NLP for Conversational AI. | Mark Johnson |
| 2021 | A Neural Conversation Generation Model via Equivalent Shared Memory Investigation. | Changzhen Ji, Yating Zhang, Xiaozhong Liu, Adam Jatowt, Changlong Sun, Conghui Zhu, Tiejun Zhao |
| 2021 | CANCN-BERT: A Joint Pre-Trained Language Model for Classical and Modern Chinese. | Zijing Ji, Xin Wang, Yuxin Shen, Guozheng Rao |
| 2021 | Prohibited Item Detection on Heterogeneous Risk Graphs. | Yugang Ji, Chuan Shi, Xiao Wang |
| 2021 | Reinforcement Learning to Optimize Lifetime Value in Cold-Start Recommendation. | Luo Ji, Qi Qin, Bingqing Han, Hongxia Yang |
| 2021 | ANEMONE: Graph Anomaly Detection with Multi-Scale Contrastive Learning. | Ming Jin, Yixin Liu, Yu Zheng, Lianhua Chi, Yuan-Fang Li, Shirui Pan |
| 2021 | Graph Feature Gating Networks. | Wei Jin, Xiaorui Liu, Yao Ma, Tyler Derr, Charu C. Aggarwal, Jiliang Tang |
| 2021 | HAO Unity: A Graph-based System for Unifying Heterogeneous Data. | Fei Jie, Yanxiang Huang, Qiangwei Bai, Xindong Wu |
| 2021 | Complex Temporal Question Answering on Knowledge Graphs. | Zhen Jia, Soumajit Pramanik, Rishiraj Saha Roy, Gerhard Weikum |
| 2021 | Aspect Sentiment Triplet Extraction Using Reinforcement Learning. | Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, Soujanya Poria |
| 2021 | DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction. | Renhe Jiang, Du Yin, Zhaonan Wang, Yizhuo Wang, Jiewen Deng, Hangchen Liu, Zekun Cai, Jinliang Deng, Xuan Song, Ryosuke Shibasaki |
| 2021 | Robust Adaptive-weighting Multi-view Classification. | Bingbing Jiang, Junhao Xiang, Xingyu Wu, Wenda He, Libin Hong, Weiguo Sheng |
| 2021 | Contrastive Pre-Training of GNNs on Heterogeneous Graphs. | Xunqiang Jiang, Yuanfu Lu, Yuan Fang, Chuan Shi |
| 2021 | LightMove: A Lightweight Next-POI Recommendation forTaxicab Rooftop Advertising. | Jinsung Jeon, Soyoung Kang, Minju Jo, Seunghyeon Cho, Noseong Park, Seonghoon Kim, Chiyoung Song |
| 2021 | The Effect of News Article Quality on Ad Consumption. | Kojiro Iizuka, Yoshifumi Seki, Makoto P. Kato |
| 2021 | LC: A Flexible, Extensible Open-Source Toolkit for Model Compression. | Yerlan Idelbayev, Miguel . Carreira-Perpin |
| 2021 | ARGH!: Automated Rumor Generation Hub. | Larry Huynh, Thai Nguyen, Joshua Goh, Hyoungshick Kim, Jin B. Hong |
| 2021 | Detection of Illicit Drug Trafficking Events on Instagram: A Deep Multimodal Multilabel Learning Approach. | Chuanbo Hu, Minglei Yin, Bin Liu, Xin Li, Yanfang Ye |
| 2021 | Graph Neural Sparsification for Hyperspectral Image Classification with Local and Global Consistency. | Haojie Hu, Minli Yao, Fang He, Fenggan Zhang |
| 2021 | What is Next when Sequential Prediction Meets Implicitly Hard Interaction? | Kaixi Hu, Lin Li, Qing Xie, Jianquan Liu, Xiaohui Tao |
| 2021 | Rectifying Pseudo Labels: Iterative Feature Clustering for Graph Representation Learning. | Zhihui Hu, Guang Kou, Haoyu Zhang, Na Li, Ke Yang, Lin Liu |