| 2024 | Joint Directory, File and IO Trace Feature Extraction and Feature-based Trace Regeneration for Enterprise Storage Systems. | Kecheng Huang, Xijun Li, Mingxuan Yuan, Ji Zhang, Zili Shao |
| 2024 | PlatoD2GL: An Efficient Dynamic Deep Graph Learning System for Graph Neural Network Training on Billion-Scale Graphs. | Xing Huang, Dandan Lin, Weiyi Huang, Shijie Sun, Jie Wen, Chuan Chen |
| 2024 | FRESH: Towards Efficient Graph Queries in an Outsourced Graph. | Kai Huang, Yunqi Li, Qingqing Ye, Yao Tian, Xi Zhao, Yue Cui, Haibo Hu, Xiaofang Zhou |
| 2024 | Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception. | Yuncheng Huang, Qianyu He, Jiaqing Liang, Sihang Jiang, Yanghua Xiao, Yunwen Chen |
| 2024 | HUNIPU: Efficient Hungarian Algorithm on IPUs. | Cheng Huang, Alexander Mathiasen, Josef Dean, Davide Mottin, Ira Assent |
| 2024 | Neos: A NVMe-GPUs Direct Vector Service Buffer in User Space. | Yuchen Huang, Xiaopeng Fan, Song Yan, Chuliang Weng |
| 2024 | Representation Learning for Entity Alignment in Knowledge Graph: A Design Space Exploration. | Peng Huang, Meihui Zhang, Ziyue Zhong, Chengliang Chai, Ju Fan |
| 2024 | Querying Cohesive Subgraph Regarding Span-Constrained Triangles on Temporal Graphs. | Chuhan Hu, Ming Zhong, Yuanyuan Zhu, Tieyun Qian, Ting Yu, Hongyang Chen, Mengchi Liu, Jeffrey Xu Yu |
| 2024 | Real-Time Trajectory Synthesis with Local Differential Privacy. | Yujia Hu, Yuntao Du, Zhikun Zhang, Ziquan Fang, Lu Chen, Kai Zheng, Yunjun Gao |
| 2024 | LearnSC: An Efficient and Unified Learning-Based Framework for Subgraph Counting Problem. | Wenzhe Hou, Xiang Zhao, Bo Tang |
| 2024 | Data-Hungry Fault Detection Algorithms Can Try Transfer Learning for Starters. | Jurgen van den Hoogen, Dan Hudson, Martin Atzmueller |
| 2024 | Online Anomaly Detection over Live Social Video Streaming. | Chengkun He, Xiangmin Zhou, Chen Wang, Iqbal Gondal, Jie Shao, Xun Yi |
| 2024 | TMan: A High-Performance Trajectory Data Management System Based on Key-Value Stores. | Huajun He, Zihang Xu, Ruiyuan Li, Jie Bao, Tianrui Li, Yu Zheng |
| 2024 | Target-agnostic Source-free Domain Adaptation for Regression Tasks. | Tianlang He, Zhiqiu Xia, Jierun Chen, Haoliang Li, S.-H. Gary Chan |
| 2024 | Butterfly Counting over Bipartite Graphs with Local Differential Privacy. | Yizhang He, Kai Wang, Wenjie Zhang, Xuemin Lin, Wei Ni, Ying Zhang |
| 2024 | Adaptive Recursive Query Optimization. | Anna Herlihy, Guillaume Martres, Anastasia Ailamaki, Martin Odersky |
| 2024 | KGLiDS: A Platform for Semantic Abstraction, Linking, and Automation of Data Science. | Mossad Helali, Niki Monjazeb, Shubham Vashisth, Philippe Carrier, Ahmed Helal, Antonio Cavalcante, Khaled Ammar, Katja Hose, Essam Mansour |
| 2024 | Costream: Learned Cost Models for Operator Placement in Edge-Cloud Environments. | Roman Heinrich, Carsten Binnig, Harald Kornmayer, Manisha Luthra |
| 2024 | Firzen: Firing Strict Cold-Start Items with Frozen Heterogeneous and Homogeneous Graphs for Recommendation. | Hulingxiao He, Xiangteng He, Yuxin Peng, Zifei Shan, Xin Su |
| 2024 | Meta-optimized Structural and Semantic Contrastive Learning for Graph Collaborative Filtering. | Yongjing Hao, Pengpeng Zhao, Jianfeng Qu, Lei Zhao, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou |
| 2024 | Meta-Optimized Joint Generative and Contrastive Learning for Sequential Recommendation. | Yongjing Hao, Pengpeng Zhao, Junhua Fang, Jianfeng Qu, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou |
| 2024 | From Chaos to Clarity: Time Series Anomaly Detection in Astronomical Observations. | Xinli Hao, Yile Chen, Chen Yang, Zhihui Du, Chaohong Ma, Chao Wu, Xiaofeng Meng |
| 2024 | Robust Auto-Scaling with Probabilistic Workload Forecasting for Cloud Databases. | Haitian Hang, Xiu Tang, Jianling Sun, Lingfeng Bao, David Lo, Haoye Wang |
| 2024 | Personal Manifold: Management of Personal Data in the Age of Large Language Models. | Alon Y. Halevy, Yuliang Li, Wang-Chiew Tan |
| 2024 | Wearables for Health (W4H) Toolkit for Acquisition, Storage, Analysis and Visualization of Data from Various Wearable Devices. | Arash Hajisafi, Maria Despoina Siampou, Jize Bi, Luciano Nocera, Cyrus Shahabi |