| 2023 | Khronos: A Real-Time Indexing Framework for Time Series Databases on Large-Scale Performance Monitoring Systems. | Xinyu Liu, Zijing Wei, Wenqing Yu, Shaozhi Liu, Gang Wang, Xiaoguang Liu, Yusen Li |
| 2023 | Weak Regression Enhanced Lifelong Learning for Improved Performance and Reduced Training Data. | Tong Liu, Xulong Wang, He Huang, Po Yang |
| 2023 | TemDep: Temporal Dependency Priority for Multivariate Time Series Prediction. | Shu Liu, Jiaheng Wang, Jiamin Chen, Jianliang Gao, Yuhui Zhong |
| 2023 | STGIN: Spatial-Temporal Graph Interaction Network for Large-scale POI Recommendation. | Shaohua Liu, Yu Qi, Gen Li, Mingjian Chen, Teng Zhang, Jia Cheng, Jun Lei |
| 2023 | Text Matching Improves Sequential Recommendation by Reducing Popularity Biases. | Zhenghao Liu, Sen Mei, Chenyan Xiong, Xiaohua Li, Shi Yu, Zhiyuan Liu, Yu Gu, Ge Yu |
| 2023 | SMEF: Social-aware Multi-dimensional Edge Features-based Graph Representation Learning for Recommendation. | Xiao Liu, Shunmei Meng, Qianmu Li, Lianyong Qi, Xiaolong Xu, Wanchun Dou, Xuyun Zhang |
| 2023 | Understanding the Multi-vector Dense Retrieval Models. | Qi Liu, Jiaxin Mao |
| 2023 | Boosting Meta-Learning Cold-Start Recommendation with Graph Neural Network. | Han Liu, Hongxiang Lin, Xiaotong Zhang, Fenglong Ma, Hongyang Chen, Lei Wang, Hong Yu, Xianchao Zhang |
| 2023 | Neural Personalized Topic Modeling for Mining User Preferences on Social Media. | Luyang Liu, Qunyang Lin, Haonan Tong, Hongyin Zhu, Ke Liu, Min Wang, Chuang Zhang |
| 2023 | Epidemiology-aware Deep Learning for Infectious Disease Dynamics Prediction. | Mutong Liu, Yang Liu, Jiming Liu |
| 2023 | ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding. | Zixuan Liu, Gaurush Hiranandani, Kun Qian, Edward W. Huang, Yi Xu, Belinda Zeng, Karthik Subbian, Sheng Wang |
| 2023 | Leveraging Event Schema to Ask Clarifying Questions for Conversational Legal Case Retrieval. | Bulou Liu, Yiran Hu, Qingyao Ai, Yiqun Liu, Yueyue Wu, Chenliang Li, Weixing Shen |
| 2023 | UniTE: A Unified Treatment Effect Estimation Method for One-sided and Two-sided Marketing. | Runshi Liu, Zhipeng Hou |
| 2023 | Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting. | Hangchen Liu, Zheng Dong, Renhe Jiang, Jiewen Deng, Jinliang Deng, Quanjun Chen, Xuan Song |
| 2023 | Hierarchical Prompt Tuning for Few-Shot Multi-Task Learning. | Jingping Liu, Tao Chen, Zujie Liang, Haiyun Jiang, Yanghua Xiao, Feng Wei, Yuxi Qian, Zhenghong Hao, Bing Han |
| 2023 | Towards Trustworthy Rumor Detection with Interpretable Graph Structural Learning. | Leyuan Liu, Junyi Chen, Zhangtao Cheng, Wenxin Tai, Fan Zhou |
| 2023 | Online Efficient Secure Logistic Regression based on Function Secret Sharing. | Jing Liu, Jamie Cui, Cen Chen |
| 2023 | FairGraph: Automated Graph Debiasing with Gradient Matching. | Yezi Liu |
| 2023 | Multitask Ranking System for Immersive Feed and No More Clicks: A Case Study of Short-Form Video Recommendation. | Qingyun Liu, Zhe Zhao, Liang Liu, Zhen Zhang, Junjie Shan, Yuening Li, Shuchao Bi, Lichan Hong, Ed H. Chi |
| 2023 | Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method. | Yu-An Liu, Ruqing Zhang, Jiafeng Guo, Maarten de Rijke, Wei Chen, Yixing Fan, Xueqi Cheng |
| 2023 | MATA*: Combining Learnable Node Matching with A* Algorithm for Approximate Graph Edit Distance Computation. | Junfeng Liu, Min Zhou, Shuai Ma, Lujia Pan |
| 2023 | Personalized Differentially Private Federated Learning without Exposing Privacy Budgets. | Junxu Liu, Jian Lou, Li Xiong, Xiaofeng Meng |
| 2023 | Temporal and Topological Augmentation-based Cross-view Contrastive Learning Model for Temporal Link Prediction. | Dongyuan Li, Shiyin Tan, Yusong Wang, Kotaro Funakoshi, Manabu Okumura |
| 2023 | Multi-Order Relations Hyperbolic Fusion for Heterogeneous Graphs. | Junlin Li, Yueheng Sun, Minglai Shao |
| 2023 | REST: Drug-Drug Interaction Prediction via Reinforced Student-Teacher Curriculum Learning. | Xinhang Li, Zhaopeng Qiu, Xiangyu Zhao, Yong Zhang, Chunxiao Xing, Xian Wu |