| 2023 | Unlocking the Potential of Deep Learning in Peak-Hour Series Forecasting. | Zhenwei Zhang, Xin Wang, Jingyuan Xie, Heling Zhang, Yuantao Gu |
| 2023 | AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities. | Jingdan Zhang, Jiaan Wang, Xiaodan Wang, Zhixu Li, Yanghua Xiao |
| 2023 | BI-GCN: Bilateral Interactive Graph Convolutional Network for Recommendation. | Yinan Zhang, Pei Wang, Congcong Liu, Xiwei Zhao, Hao Qi, Jie He, Junsheng Jin, Changping Peng, Zhangang Lin, Jingping Shao |
| 2023 | Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan. | Zhiwen Zhang, Hongjun Wang, Zipei Fan, Ryosuke Shibasaki, Xuan Song |
| 2023 | FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data. | Dongyu Zhang, Liang Wang, Xin Dai, Shubham Jain, Junpeng Wang, Yujie Fan, Chin-Chia Michael Yeh, Yan Zheng, Zhongfang Zhuang, Wei Zhang |
| 2023 | Build Faster with Less: A Journey to Accelerate Sparse Model Building for Semantic Matching in Product Search. | Jiong Zhang, Yau-Shian Wang, Wei-Cheng Chang, Wei Li, Jyun-Yu Jiang, Cho-Jui Hsieh, Hsiang-Fu Yu |
| 2023 | Towards Dynamic and Reliable Private Key Management for Hierarchical Access Structure in Decentralized Storage. | Yifang Zhang, Mingyue Wang, Yu Guo, Fangda Guo |
| 2023 | POSPAN: Position-Constrained Span Masking for Language Model Pre-training. | Zhenyu Zhang, Lei Shen, Yuming Zhao, Meng Chen, Xiaodong He |
| 2023 | Unleashing the Power of Large Language Models for Legal Applications. | Dell Zhang, Alina Petrova, Dietrich Trautmann, Frank Schilder |
| 2023 | Multi-gate Mixture-of-Contrastive-Experts with Graph-based Gating Mechanism for TV Recommendation. | Cong Zhang, Dongyang Liu, Lin Zuo, Junlan Feng, Chao Deng, Jian Sun, Haitao Zeng, Yaohong Zhao |
| 2023 | TriD-MAE: A Generic Pre-trained Model for Multivariate Time Series with Missing Values. | Kai Zhang, Chao Li, Qinmin Yang |
| 2023 | Closed-form Machine Unlearning for Matrix Factorization. | Shuijing Zhang, Jian Lou, Li Xiong, Xiaoyu Zhang, Jing Liu |
| 2023 | CoSaR: Combating Label Noise Using Collaborative Sample Selection and Adversarial Regularization. | Xiaobo Zhang, Yutao Liu, Hao Wang, Wei Wang, Panpan Ni, Ji Zhang |
| 2023 | Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity Recognition. | Duzhen Zhang, Hongliu Li, Wei Cong, Rongtao Xu, Jiahua Dong, Xiuyi Chen |
| 2023 | Efficient Exact Minimum k-Core Search in Real-World Graphs. | Qifan Zhang, Shengxin Liu |
| 2023 | Time-aware Graph Structure Learning via Sequence Prediction on Temporal Graphs. | Haozhen Zhang, Xueting Han, Xi Xiao, Jing Bai |
| 2023 | MLPST: MLP is All You Need for Spatio-Temporal Prediction. | Zijian Zhang, Ze Huang, Zhiwei Hu, Xiangyu Zhao, Wanyu Wang, Zitao Liu, Junbo Zhang, S. Joe Qin, Hongwei Zhao |
| 2023 | 3MN: Three Meta Networks for Multi-Scenario and Multi-Task Learning in Online Advertising Recommender Systems. | Yifei Zhang, Hua Hua, Hui Guo, Shuangyang Wang, Chongyu Zhong, Shijie Zhang |
| 2023 | Mask- and Contrast-Enhanced Spatio-Temporal Learning for Urban Flow Prediction. | Xu Zhang, Yongshun Gong, Xinxin Zhang, Xiaoming Wu, Chengqi Zhang, Xiangjun Dong |
| 2023 | Mutual Information-Driven Multi-View Clustering. | Lei Zhang, Lele Fu, Tong Wang, Chuan Chen, Chuanfu Zhang |
| 2023 | Temporal Convolutional Explorer Helps Understand 1D-CNN's Learning Behavior in Time Series Classification from Frequency Domain. | Junru Zhang, Lang Feng, Yang He, Yuhan Wu, Yabo Dong |
| 2023 | Communication-Efficient Decentralized Online Continuous DR-Submodular Maximization. | Qixin Zhang, Zengde Deng, Xiangru Jian, Zaiyi Chen, Haoyuan Hu, Yu Yang |
| 2023 | Weight Matters: An Empirical Investigation of Distance Oracles on Knowledge Graphs. | Ke Zhang, Jiageng Chen, Zixian Huang, Gong Cheng |
| 2023 | Leveraging Watch-time Feedback for Short-Video Recommendations: A Causal Labeling Framework. | Yang Zhang, Yimeng Bai, Jianxin Chang, Xiaoxue Zang, Song Lu, Jing Lu, Fuli Feng, Yanan Niu, Yang Song |
| 2023 | Simplex2vec Backward: From Vectors Back to Simplicial Complex. | Huixin Zhan, Kun Zhang, Zhong Chen, Victor S. Sheng |