| 2023 | Semantic Dissimilarity Guided Locality Preserving Projections for Partial Label Dimensionality Reduction. | Yuheng Jia, Jiahao Jiang, Yongheng Wang |
| 2023 | GetPt: Graph-enhanced General Table Pre-training with Alternate Attention Network. | Ran Jia, Haoming Guo, Xiaoyuan Jin, Chao Yan, Lun Du, Xiaojun Ma, Tamara Stankovic, Marko Lozajic, Goran Zoranovic, Igor Ilic, Shi Han, Dongmei Zhang |
| 2023 | Precursor-of-Anomaly Detection for Irregular Time Series. | Sheo Yon Jhin, Jaehoon Lee, Noseong Park |
| 2023 | Off-Policy Learning-to-Bid with AuctionGym. | Olivier Jeunen, Sean Murphy, Ben Allison |
| 2023 | Hierarchical Proxy Modeling for Improved HPO in Time Series Forecasting. | Arindam Jati, Vijay Ekambaram, Shaonli Pal, Brian Quanz, Wesley M. Gifford, Pavithra Harsha, Stuart Siegel, Sumanta Mukherjee, Chandra Narayanaswami |
| 2023 | Fast and Accurate Dual-Way Streaming PARAFAC2 for Irregular Tensors - Algorithm and Application. | Jun-Gi Jang, Jeongyoung Lee, Yong-chan Park, U Kang |
| 2023 | SentiGOLD: A Large Bangla Gold Standard Multi-Domain Sentiment Analysis Dataset and Its Evaluation. | Md. Ekramul Islam, Labib Chowdhury, Faisal Ahamed Khan, Shazzad Hossain, Md. Sourave Hossain, Mohammad Mamun Or Rashid, Nabeel Mohammed, Mohammad Ruhul Amin |
| 2023 | Similarity Preserving Adversarial Graph Contrastive Learning. | Yeonjun In, Kanghoon Yoon, Chanyoung Park |
| 2023 | Parameter-free Spikelet: Discovering Different Length and Warped Time Series Motifs using an Adaptive Time Series Representation. | Makoto Imamura, Takaaki Nakamura |
| 2023 | Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution. | Tsuyoshi Id, Naoki Abe |
| 2023 | COMET: Learning Cardinality Constrained Mixture of Experts with Trees and Local Search. | Shibal Ibrahim, Wenyu Chen, Hussein Hazimeh, Natalia Ponomareva, Zhe Zhao, Rahul Mazumder |
| 2023 | Sequential Learning Algorithms for Contextual Model-Free Influence Maximization. | Alexandra Iacob, Bogdan Cautis, Silviu Maniu |
| 2023 | Leveraging Relational Graph Neural Network for Transductive Model Ensemble. | Zhengyu Hu, Jieyu Zhang, Haonan Wang, Siwei Liu, Shangsong Liang |
| 2023 | ST-iFGSM: Enhancing Robustness of Human Mobility Signature Identification Model via Spatial-Temporal Iterative FGSM. | Mingzhi Hu, Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo |
| 2023 | The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles. | Md. Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian |
| 2023 | Graph Learning in Physical-informed Mesh-reduced Space for Real-world Dynamic Systems. | Yeping Hu, Bo Lei, Victor M. Castillo |
| 2023 | Large-scale Urban Cellular Traffic Generation via Knowledge-Enhanced GANs with Multi-Periodic Patterns. | Shuodi Hui, Huandong Wang, Tong Li, Xinghao Yang, Xing Wang, Junlan Feng, Lin Zhu, Chao Deng, Pan Hui, Depeng Jin, Yong Li |
| 2023 | Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question Answering. | Xinyue Hu, Lin Gu, Qiyuan An, Mengliang Zhang, Liangchen Liu, Kazuma Kobayashi, Tatsuya Harada, Ronald M. Summers, Yingying Zhu |
| 2023 | BOSS: A Bilateral Occupational-Suitability-Aware Recommender System for Online Recruitment. | Xiao Hu, Yuan Cheng, Zhi Zheng, Yue Wang, Xinxin Chi, Hengshu Zhu |
| 2023 | SAMD: An Industrial Framework for Heterogeneous Multi-Scenario Recommendation. | Zhaoxin Huan, Ang Li, Xiaolu Zhang, Xu Min, Jieyu Yang, Yong He, Jun Zhou |
| 2023 | Learning Discrete Document Representations in Web Search. | Rong Huang, Danfeng Zhang, Weixue Lu, Han Li, Meng Wang, Daiting Shi, Jun Fan, Zhicong Cheng, Simiu Gu, Dawei Yin |
| 2023 | One for All: Unified Workload Prediction for Dynamic Multi-tenant Edge Cloud Platforms. | Shaoyuan Huang, Zheng Wang, Heng Zhang, Xiaofei Wang, Cheng Zhang, Wenyu Wang |
| 2023 | International Workshop on Federated Learning for Distributed Data Mining. | Junyuan Hong, Zhuangdi Zhu, Lingjuan Lyu, Yang Zhou, Vishnu Naresh Boddeti, Jiayu Zhou |
| 2023 | Unbiased Locally Private Estimator for Polynomials of Laplacian Variables. | Quentin Hillebrand, Vorapong Suppakitpaisarn, Tetsuo Shibuya |
| 2023 | CLUR: Uncertainty Estimation for Few-Shot Text Classification with Contrastive Learning. | Jianfeng He, Xuchao Zhang, Shuo Lei, Abdulaziz Alhamadani, Fanglan Chen, Bei Xiao, Chang-Tien Lu |