| 2019 | Online Kernel Selection via Tensor Sketching. | Shizhong Liao, Xiao Zhang |
| 2019 | Towards Effective and Interpretable Person-Job Fitting. | Ran Le, Wenpeng Hu, Yang Song, Tao Zhang, Dongyan Zhao, Rui Yan |
| 2019 | Graph Convolutional Networks with Motif-based Attention. | John Boaz Lee, Ryan A. Rossi, Xiangnan Kong, Sungchul Kim, Eunyee Koh, Anup Rao |
| 2019 | BHIN2vec: Balancing the Type of Relation in Heterogeneous Information Network. | Seonghyeon Lee, Chanyoung Park, Hwanjo Yu |
| 2019 | Approximation Algorithms for Coordinating Ad Campaigns on Social Networks. | Kartik Lakhotia, David Kempe |
| 2019 | Social-Aware VR Configuration Recommendation via Multi-Feedback Coupled Tensor Factorization. | Hsu-Chao Lai, Hong-Han Shuai, De-Nian Yang, Jiun-Long Huang, Wang-Chien Lee, Philip S. Yu |
| 2019 | Analysis of Adaptive Training for Learning to Rank in Information Retrieval. | Saar Kuzi, Sahiti Labhishetty, Shubhra Kanti Karmaker Santu, Prasad Pradip Joshi, ChengXiang Zhai |
| 2019 | A Modular Adversarial Approach to Social Recommendation. | Adit Krishnan, Hari Cheruvu, Tao Cheng, Hari Sundaram |
| 2019 | On VR Spatial Query for Dual Entangled Worlds. | Shao-Heng Ko, Ying-Chun Lin, Hsu-Chao Lai, Wang-Chien Lee, De-Nian Yang |
| 2019 | Deep Learning for Blast Furnaces: Skip-Dense Layers Deep Learning Model to Predict the Remaining Time to Close Tap-holes for Blast Furnaces. | Keeyoung Kim, Byeongrak Seo, Sang-Hoon Rhee, Seungmoon Lee, Simon S. Woo |
| 2019 | Hybrid Deep Pairwise Classification for Author Name Disambiguation. | Kunho Kim, Shaurya Rohatgi, C. Lee Giles |
| 2019 | Industry Specific Word Embedding and its Application in Log Classification. | Elham Khabiri, Wesley M. Gifford, Bhanukiran Vinzamuri, Dhaval Patel, Pietro Mazzoleni |
| 2019 | Automatic Sequential Pattern Mining in Data Streams. | Kouki Kawabata, Yasuko Matsubara, Yasushi Sakurai |
| 2019 | N2N: Network Derivative Mining. | Jian Kang, Hanghang Tong |
| 2019 | Recommender System Using Sequential and Global Preference via Attention Mechanism and Topic Modeling. | Kyeongpil Kang, Junwoo Park, Wooyoung Kim, Hojung Choe, Jaegul Choo |
| 2019 | Candidate Generation with Binary Codes for Large-Scale Top-N Recommendation. | Wang-Cheng Kang, Julian John McAuley |
| 2019 | Semi-Supervised Learning for Cross-Domain Recommendation to Cold-Start Users. | SeongKu Kang, Junyoung Hwang, Dongha Lee, Hwanjo Yu |
| 2019 | A Heterogeneous Conversational Recommender System for Financial Products. | Mao Kang, Ye Bi, Zhenyu Wu, Jianming Wang, Jing Xiao |
| 2019 | Wide-Ranging Review Manipulation Attacks: Model, Empirical Study, and Countermeasures. | Parisa Kaghazgaran, Majid Alfifi, James Caverlee |
| 2019 | PRIVATA: Differentially Private Data Market Framework using Negotiation-based Pricing Mechanism. | Kangsoo Jung, Junkyu Lee, Kunyoung Park, Seog Park |
| 2019 | Social Cards Probably Provide For Better Understanding Of Web Archive Collections. | Shawn M. Jones, Michele C. Weigle, Michael L. Nelson |
| 2019 | CoRide: Joint Order Dispatching and Fleet Management for Multi-Scale Ride-Hailing Platforms. | Jiarui Jin, Ming Zhou, Weinan Zhang, Minne Li, Zilong Guo, Zhiwei (Tony) Qin, Yan Jiao, Xiaocheng Tang, Chenxi Wang, Jun Wang, Guobin Wu, Jieping Ye |
| 2019 | Learning Region Similarity over Spatial Knowledge Graphs with Hierarchical Types and Semantic Relations. | Xiongnan Jin, Byungkook Oh, Sanghak Lee, Dongho Lee, Kyong-Ho Lee, Liang Chen |
| 2019 | MusicBot: Evaluating Critiquing-Based Music Recommenders with Conversational Interaction. | Yucheng Jin, Wanling Cai, Li Chen, Nyi Nyi Htun, Katrien Verbert |
| 2019 | Health Card Retrieval for Consumer Health Search: An Empirical Investigation of Methods. | Jimmy, Guido Zuccon, Bevan Koopman, Gianluca Demartini |