| 2026 | AAAI | PROMISE: Prompt-Attentive Hierarchical Contrastive Learning for Robust Cross-Modal Representation with Missing Modalities. | Jiajun Chen, Sai Cheng, Yutao Yuan, Yirui Zhang, Haitao Yuan, Peng Peng, Yi Zhong |
| 2026 | ACL | GraphDx: A Cost-Aware Knowledge-Enhanced Multi-Agent Framework for Sequential Diagnosis. | Shaoting Tan, Ning Liu, Yuntao Du, Shuyue Wei, Wu Shuai, Qian Li, Yanyu Xu, Wei Zhang, Lizhen Cui, Haitao Yuan |
| 2026 | ICDE | FedCurrMM: A Federated Map Matching Framework with Curriculum-Aware Client Selection. | Minxiao Chen, Haitao Yuan, Haoning Wang, Nan Jiang, Zhihan Zheng, Ao Zhou, Shangguang Wang |
| 2026 | ICDE | CARROT: A Learned Cost-Constrained Retrieval Optimization System for RAG. | Ziting Wang, Haitao Yuan, Wei Dong, Gao Cong, Feifei Li |
| 2025 | AAAI | SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning. | Tianhao Peng, Xuhong Li, Haitao Yuan, Yuchen Li, Haoyi Xiong |
| 2025 | CIKM | MGSTDN: Multi-Granularity Spatial-Temporal Diffusion Network for Next POI Recommendation. | Zhuang Zhuang, Haitao Yuan, Shanshan Feng, Heng Qi, Yanming Shen, Baocai Yin |
| 2025 | DASFAA | Towards An Efficient and Effective En Route Travel Time Estimation Framework. | Zekai Shen, Haitao Yuan, Xiaowei Mao, Congkang Lv, Shengnan Guo, Youfang Lin, Huaiyu Wan |
| 2025 | ICDE | Towards Robust Trajectory Embedding for Similarity Computation: When Triangle Inequality Violations in Distance Metrics Matter. | Jianing Si, Haitao Yuan, Nan Jiang, Minxiao Chen, Xiao Ma, Shangguang Wang |
| 2025 | ICDE | Having It Both Ways: Single Trajectory Embedding for Similarity Computation with Pairwise Learning. | Jianing Si, Haitao Yuan, Xiang Li, Nan Jiang, Xiao Ma, Guoliang Li, Shangguang Wang |
| 2025 | ICDE | Think Twice Before Imputation: Optimizing Data Imputation Order for Machine Learning. | Jiaxuan Zhang, Haitao Yuan, Jianing Si, Nan Jiang, Shangguang Wang |
| 2025 | IJCAI | AdaMixT: Adaptive Weighted Mixture of Multi-Scale Expert Transformers for Time Series Forecasting. | Huanyao Zhang, Jiaye Lin, Wentao Zhang, Haitao Yuan, Guoliang Li |
| 2025 | KDD | Incomplete Multi-View Drug Recommendation via Multi-Level Representation Learning and Curriculum Learning. | Ning Liu, Yunsen Tang, Haitao Yuan, Hongtao Lv, Lili Jiang, Zhen Li, Wei Zhang, Jianyong Wang |
| 2025 | KDD | Mitigating Redundancy in Deep Recommender Systems: A Field Importance Distribution Perspective. | Xianquan Wang, Likang Wu, Zhi Li, Haitao Yuan, Shuanghong Shen, Huibo Xu, Yu Su, Chenyi Lei |
| 2025 | KDD | Effective AOI-level Parcel Volume Prediction: When Lookahead Parcels Matter. | Yinfeng Xiang, Jiangyi Fang, Chao Li, Haitao Yuan, Yiwei Song, Jiming Chen |
| 2025 | SMC | Long-Term Time Series Forecasting with Variational Mode Decomposition and Former-style Models. | Yue Cao, Haitao Yuan, Zhenwei Kuang, Jing Bi, Xingzi Li, Jia Zhang |
| 2025 | SMC | Efficient Service Function Chaining in LEO Satellite Networks with Genetic Simulated Annealing-based Particle Swarm Optimization. | Dengyu Guo, Haitao Yuan, Jing Bi, Jia Zhang |
| 2025 | SMC | SVBTformer: A Decomposition-Enhanced Hybrid Transformer for Long-term Time Series Forecasting. | Zhenwei Kuang, Haitao Yuan, Jinhong Yang, Yi Wang, Jing Bi, Jia Zhang |
| 2025 | SMC | Latency-minimized Computation Offloading in 3C Manufacturing Workshops. | Yanan Liu, Jing Bi, Ziqi Wang, Junqi Zhang, Haitao Yuan, Jia Zhang |
| 2025 | SMC | Intelligent Offloading of Dependent Tasks for UAV-Relaying-Assisted Mobile Edge Computing. | Jingyao Li, Haitao Yuan, Dengyu Guo, Jing Bi, Jia Zhang |
| 2025 | SMC | MAR-Net: Multi-scale Attention Refinement Network for Enhanced Medical Image Segmentation. | Hongyao Ma, Jing Bi, Ziqi Wang, Ning Li, Haitao Yuan, Yibo Li, Jia Zhang |
| 2025 | SMC | CGWSA: A Novel Strategy for Task-Dependent Load Balancing in Distributed Systems. | Hanbo Ma, Yaofei Ma, Haitao Yuan, Yihuan Wang |
| 2025 | SMC | Dual-GNN-Assisted Cooperative Hunting Optimizer for Dynamic Job Shop Scheduling. | Chen Wang, Jing Bi, Ziqi Wang, Junqi Zhang, Haitao Yuan, Jia Zhang |
| 2025 | SMC | Shapelet Temporal Evolution Graph Network for Water Quality Anomaly Detection. | Xiangxi Wu, Jing Bi, Gongming Wang, Ziqi Wang, Yibo Li, Junqi Zhang, Haitao Yuan, Jia Zhang, Xingyang Chang |
| 2025 | SMC | Ontology-Based Semantic Integration of Multi-Source Heterogeneous Industrial Devices. | Rina Wu, Jing Bi, Ziqi Wang, Haitao Yuan, Hailiang Zhao, Yanan Liu, Jia Zhang |
| 2025 | SMC | Privacy-Preserving Estimated Time of Arrival Prediction with Lightweight Multi-Task Federated Learning. | Jiahui Zhai, Jing Bi, Haitao Yuan, Ziqi Wang, Hongyao Ma, Chen Wang, Jia Zhang |
| 2025 | SIGMOD | Demonstrating MAST: An Efficient System for Point Cloud Data Analytics. | Jiangneng Li, Haitao Yuan, Jie Wang, Ziting Wang, Han Mao Kiah, Gao Cong |
| 2024 | CIKM | Urban Traffic Accident Risk Prediction Revisited: Regionality, Proximity, Similarity and Sparsity. | Minxiao Chen, Haitao Yuan, Nan Jiang, Zhifeng Bao, Shangguang Wang |
| 2024 | CIKM | LAMRec: Label-aware Multi-view Drug Recommendation. | Yunsen Tang, Ning Liu, Haitao Yuan, Yonghe Yan, Lei Liu, Weixing Tan, Lizhen Cui |
| 2024 | CoDIT | Multi-Classification Decision Fusion Based on Stacked Sparse Shrink AutoEncoder and GS-Tabnet for Network Intrusion Detection. | Ziqi Wang, Ziyue Guan, Xiangxi Wu, Jing Bi, Haitao Yuan, MengChu Zhou |
| 2024 | DASFAA | STMGF: An Effective Spatial-Temporal Multi-granularity Framework for Traffic Forecasting. | Zhengyang Zhao, Haitao Yuan, Nan Jiang, Minxiao Chen, Ning Liu, Zengxiang Li |
| 2024 | ICDE | GraphRARE: Reinforcement Learning Enhanced Graph Neural Network with Relative Entropy. | Tianhao Peng, Wenjun Wu, Haitao Yuan, Zhifeng Bao, Zhao Pengrui, Xin Yu, Xuetao Lin, Yu Liang, Yanjun Pu |
| 2024 | ICDE | Towards Effective Next POI Prediction: Spatial and Semantic Augmentation with Remote Sensing Data. | Nan Jiang, Haitao Yuan, Jianing Si, Minxiao Chen, Shangguang Wang |
| 2024 | ICDE | When Multi-Behavior Meets Multi-Interest: Multi-Behavior Sequential Recommendation with Multi-Interest Self-Supervised Learning. | Binquan Wu, Yu Cheng, Haitao Yuan, Qianli Ma |
| 2024 | SMC | Graph Attention Transformer with Dilated Causal Convolution and Laplacian Eigenvectors for Long-term Water Quality Prediction. | Jing Bi, Danqing Chen, Haitao Yuan |
| 2024 | SMC | Resource Allocation and Trajectory Optimization in Unmanned Aerial Vehicle-assisted Mobile Edge Computing. | Jing Bi, Xiangshuai Cheng, Haitao Yuan, Siyu Niu, Jiahui Zhai |
| 2024 | SMC | Data-Enhanced Prediction with Decomposition and Amplitude-Aware Permutation Entropy in Distributed Computing Systems. | Haitao Yuan, Qinglong Hu, Jing Bi, Wei Zhang, Jia Zhang, MengChu Zhou |
| 2024 | SMC | Multi-Indicator Water Quality Prediction Using Multimodal Bottleneck Fusion and ITransformer with Attention. | Jing Bi, Yibo Li, Xuan Zhang, Haitao Yuan, Ziqi Wang, Jia Zhang, MengChu Zhou |
| 2024 | SMC | Mobility and Privacy-aware Computation Offloading with Energy Harvesting in MEC-enabled Networks. | Jing Bi, Siyu Niu, Haitao Yuan, Jiahui Zhai, Jia Zhang, MengChu Zhou |
| 2024 | SMC | Energy-Optimized Computation Offloading with Improved Differential Evolution in UAV-Enabled Edge and Cloud Computing. | Haitao Yuan, Meijia Wang, Jing Bi, Jia Zhang, MengChu Zhou |
| 2024 | SMC | Ontology Mapping-Based Semantic Reasoning with OPC UA for Heterogeneous Industrial Devices. | Jing Bi, Rina Wu, Haitao Yuan, Ziqi Wang, Jia Zhang, MengChu Zhou |
| 2024 | SMC | Surrogate-Assisted Multi-Class Collaborative Teaching and Learning Optimizer for High-Dimensional Industrial Optimization Problems. | Jing Bi, Ziqi Wang, Haitao Yuan, Jinhong Yang, Jia Zhang |
| 2024 | SMC | Water Quality Anomaly Detection with Dual Sliding Windows and Convolutional LSTM. | Jing Bi, Ming Yuan, Haitao Yuan, Ziqi Wang, Junfei Qiao |
| 2024 | SMC | An Evolutionary Framework with Improved Variance-Stabilized Multi-Objective Proximal Policy Optimization and NSGA-II. | Jing Bi, Caiheng Yue, Haitao Yuan, Jiahui Zhai, Jia Zhang, MengChu Zhou |
| 2024 | SMC | Energy-Optimized Task Offloading with Genetic Simulated-Annealing-Based PSO for Heterogeneous Edge and Cloud Computing. | Haitao Yuan, Ziyue Zheng, Jing Bi, Jia Zhang, MengChu Zhou |
| 2024 | SMC | Energy and Time-Optimized Task Scheduling with Simulated-Annealing-Based Firefly Algorithm in Hybrid Cloud Edge Computing. | Jing Bi, Xinmin Zhou, Haitao Yuan, Jia Zhang, Mengchu Zhou |
| 2024 | SMC | Multi-User Computation Offloading in Mobile Edge Computing with Hybrid Whale Optimization. | Jing Bi, Ning Li, Haitao Yuan, Jia Zhang, MengChu Zhou |
| 2024 | SMC | Low-Latency and Energy-Efficient Task Scheduling for End-Edge-Cloud Collaborative Computing. | Jingyao Li, Haitao Yuan, Yaofei Ma, Jing Bi, Jinhong Yang, Jia Zhang |
| 2024 | SMC | Long-Term Water Quality Prediction with Patch Savitsky-Golay Filtering and Transformer. | Yongze Lin, Junfei Qiao, Jing Bi, Haitao Yuan, Jiahui Zhai, MengChu Zhou |
| 2024 | SMC | Energy-Optimized Offloading of Delay-Sensitive Tasks in Hybrid Edge-Cloud Computing. | Haitao Yuan, Shen Wang, Yaofei Ma, Jing Bi, Jinhong Yang, Jia Zhang, MengChu Zhou |
| 2024 | SMC | Energy-Efficient and Latency-Optimized Computation Offloading with Improved MOEA for Industrial Internet of Things. | Jiahui Zhai, Jing Bi, Haitao Yuan, Jinhong Yang, Jia Zhang, MengChu Zhou |
| 2024 | SMC | An Adaptive Multi-Stage Evolution Algorithm for High-Dimensional Expensive Problems. | Boyuan Zhang, Rui Lai, Guanghong Gong, Haitao Yuan, Jinhong Yang, Jia Zhang |
| 2023 | EuroSys | Towards Practical Few-shot Federated NLP. | Dongqi Cai, Yaozong Wu, Haitao Yuan, Shangguang Wang, Felix Xiaozhu Lin, Mengwei Xu |
| 2023 | ICRA | Self-adaptive Teaching-learning-based Optimizer with Improved RBF and Sparse Autoencoder for Complex Optimization Problems. | Jing Bi, Ziqi Wang, Haitao Yuan, Junfei Qiao, Jia Zhang, MengChu Zhou |
| 2023 | ICRA | Multi-swarm Genetic Gray Wolf Optimizer with Embedded Autoencoders for High-dimensional Expensive Problems. | Jing Bi, Jiahui Zhai, Haitao Yuan, Ziqi Wang, Junfei Qiao, Jia Zhang, MengChu Zhou |
| 2023 | SMC | Deep and Spatio-Temporal Detection for Abnormal Traffic in Cloud Data Centers. | Haitao Yuan, Shen Wang, Jing Bi, Jia Zhang |
| 2023 | SMC | Towards Energy-Efficient Scheduling of UAV-Enabled Mobile Edge Computing Systems. | Haitao Yuan, Meijia Wang, Jing Bi, Jia Zhang |
| 2023 | SMC | Network Anomaly Detection with Stacked Sparse Shrink Autoencoders and Improved XGBoost. | Jing Bi, Ziyue Guan, Haitao Yuan, Jia Zhang |
| 2023 | SMC | Hybrid Water Quality Prediction with Frequency Domain Conversion Enhancement and Seasonal Decomposition. | Jing Bi, Yibo Li, Xingyang Chang, Haitao Yuan, Junfei Qiao |
| 2023 | SMC | Joint Optimization of Cache-Assisted Offloading and Resource Allocation in Mobile Edge Computing. | Jing Bi, Zhe Sun, Haitao Yuan, Jia Zhang |
| 2023 | SMC | Cost-Minimized Partial Computation Offloading in Cloud-Assisted Mobile Edge Computing Systems. | Jing Bi, Ziqi Wang, Haitao Yuan, Jia Zhang |
| 2023 | SMC | Latency-Minimized Computation Offloading in Vehicle Fog Computing with Improved Whale Optimization Algorithm. | Jing Bi, Xiangdong Xue, Haitao Yuan, Jia Zhang |
| 2023 | SMC | Web Traffic Anomaly Detection Using a Hybrid Spatio-temporal Neural Network. | Jing Bi, Lifeng Xu, Haitao Yuan, Jia Zhang |
| 2023 | SMC | Multi-Step Water Quality Prediction with Series Decomposition and Auto-Correlation. | Jing Bi, Mingxing Yuan, Haitao Yuan, Junfei Qiao |
| 2023 | SMC | Energy-Optimized with Multi-Population Differential Annealed Optimization in Mobile Edge Computing. | Ruixuan Wu, Yuliang Shi, Haitao Yuan, Jing Bi, Jia Zhang |
| 2023 | SMC | Autoencoder and Teaching-learning-based Optimizer for Mobile Edge Computing System Optimization Problems. | Dian Xu, Mengchu Zhou, Haitao Yuan |
| 2023 | SMC | Cost-Effective and Dynamic Migration for Microservices in Hybrid Cloud-Edge Systems. | Jiahui Zhai, Jing Bi, Haitao Yuan, Jia Zhang |
| 2023 | WWW | ELASTIC: Edge Workload Forecasting based on Collaborative Cloud-Edge Deep Learning. | Yanan Li, Haitao Yuan, Zhe Fu, Xiao Ma, Mengwei Xu, Shangguang Wang |
| 2022 | CIKM | DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps. | Jizhou Huang, Zhengjie Huang, Xiaomin Fang, Shikun Feng, Xuyi Chen, Jiaxiang Liu, Haitao Yuan, Haifeng Wang |
| 2022 | ICDE | Effective Few-Shot Named Entity Linking by Meta-Learning. | Xiuxing Li, Zhenyu Li, Zhengyan Zhang, Ning Liu, Haitao Yuan, Wei Zhang, Zhiyuan Liu, Jianyong Wang |
| 2022 | ICRA | Large-scale Network Traffic Prediction With LSTM and Temporal Convolutional Networks. | Jing Bi, Haitao Yuan, Kangyuan Xu, Haisen Ma, MengChu Zhou |
| 2022 | ICWS | Is it fair? Resource allocation for differentiated services on demands. | Ran Zhang, Ning Liu, Lei Liu, Wei Zhang, Haitao Yuan, Mianxiong Dong, Lizhen Cui |
| 2022 | SMC | Hybrid Prediction for Water Quality with Bidirectional LSTM and Temporal Attention. | Jing Bi, Zexian Chen, Haitao Yuan, Yongze Lin, Junfei Qiao |
| 2022 | SMC | Hybrid Network Intrusion Detection with Stacked Sparse Contractive Autoencoders and Attention-based Bidirectional LSTM. | Jing Bi, Ziyue Guan, Haitao Yuan |
| 2022 | SMC | Latency-minimized Computation Offloading in Fog Computing with Hybrid Whale optimization. | Jing Bi, Wenduo Gu, Haitao Yuan, Zhou Yu |
| 2022 | SMC | Adaptive Prediction of Resources and Workloads for Cloud Computing Systems with Attention-based and Hybrid LSTM. | Jing Bi, Haisen Ma, Haitao Yuan, Kangyuan Xu, MengChu Zhou |
| 2022 | SMC | LBPSC: A Hybrid Prediction Model for Chinese Named Entity Recognition in Water Environment. | Jing Bi, Kun Ni, Haitao Yuan, Junfei Qiao |
| 2022 | SMC | Multi-indicator Water Time Series Imputation with Autoregressive Generative Adversarial Networks. | Jing Bi, Zichao Wang, Haitao Yuan, Kun Ni, Junfei Qiao |
| 2022 | SMC | A Hybrid Deep Learning Method for Network Attack Prediction. | Jing Bi, Kangyuan Xu, Haitao Yuan, MengChu Zhou |
| 2022 | SMC | Cost-optimized Task Scheduling with Improved Deep Q-Learning in Green Data Centers. | Jing Bi, Zhou Yu, Haitao Yuan |
| 2022 | SMC | Multi-indicator Water Quality Prediction with ProbSparse Self-attention and Generative Decoder. | Jing Bi, Chunhui Zhang, Haitao Yuan, Ziyue Guan, Junfei Qiao |
| 2022 | SMC | Integrated Spatio-Temporal Prediction for Water Quality with Graph Attention Network and WaveNet. | Jing Bi, Jun Zhang, Haitao Yuan, Junfei Qiao |
| 2022 | SMC | Hybrid Water Quality Prediction with Graph Attention and Spatio-Temporal Fusion. | Yongze Lin, Junfei Qiao, Jing Bi, Haitao Yuan, Han Gao, MengChu Zhou |
| 2022 | SMC | Evolutionary Computational Offloading with Autoencoder in Large-scale Edge Computing. | Haitao Yuan, Qinglong Hu, Jing Bi |
| 2022 | SMC | Cost-minimized and Multi-plant Scheduling in Distributed Industrial Systems. | Haitao Yuan, Qinglong Hu, Jing Bi |
| 2022 | SMC | Collaborative Computation Offloading for Cost Minimization in Hybrid Computing Systems. | Jiahui Zhai, Jing Bi, Haitao Yuan |
| 2022 | SMC | Hybrid Water Quality Prediction with Bidirectional Long Short-Term Memory and Encoder-Decoder. | Luyao Zhang, Jing Bi, Haitao Yuan, Jun Zhang, Junfei Qiao |
| 2021 | ICDE | An Effective Joint Prediction Model for Travel Demands and Traffic Flows. | Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng |
| 2021 | ICDE | An Autonomous Materialized View Management System with Deep Reinforcement Learning. | Yue Han, Guoliang Li, Haitao Yuan, Ji Sun |
| 2021 | SMC | A Spatio-Temporal Prediction Method of Wind Energy in Green Cloud Data Centers. | Jing Bi, Han Li, Haitao Yuan, Shuaifei Duanmu |
| 2021 | SMC | Energy-Aware Task Offloading with Genetic Particle Swarm Optimization in Hybrid Edge Computing. | Jing Bi, Kaiyi Zhang, Haitao Yuan, Qinglong Hu |
| 2021 | SMC | Cost Optimization for Partial Computation Offloading and Resource Allocation in Heterogeneous Mobile Edge Computing. | Haitao Yuan, Jing Bi, Shuaifei Duanmu |
| 2020 | DASFAA | Coupled Graph Convolutional Neural Networks for Text-Oriented Clinical Diagnosis Inference. | Ning Liu, Wei Zhang, Xiuxing Li, Haitao Yuan, Jianyong Wang |
| 2020 | ICDE | Automatic View Generation with Deep Learning and Reinforcement Learning. | Haitao Yuan, Guoliang Li, Ling Feng, Ji Sun, Yue Han |
| 2020 | SMC | Improved LSTM-based Prediction Method for Highly Variable Workload and Resources in Clouds. | Shuang Li, Jing Bi, Haitao Yuan, MengChu Zhou, Jia Zhang |
| 2020 | SMC | Fine-grained Task Scheduling in Cloud Data Centers Using Simulated-annealing-based Bees Algorithm. | Haitao Yuan, Jing Bi, MengChu Zhou, Jia Zhang, Wei Zhang |
| 2020 | SMC | Profit-Maximized Task Offloading with Simulated-annealing-based Migrating Birds Optimization in Hybrid Cloud-Edge Systems. | Haitao Yuan, Jing Bi, MengChu Zhou, Jia Zhang, Wei Zhang |
| 2020 | SIGMOD | Effective Travel Time Estimation: When Historical Trajectories over Road Networks Matter. | Haitao Yuan, Guoliang Li, Zhifeng Bao, Ling Feng |
| 2019 | DASFAA | MathGraph: A Knowledge Graph for Automatically Solving Mathematical Exercises. | Tianyu Zhao, Yan Huang, Songfan Yang, Yuyu Luo, Jianhua Feng, Yong Wang, Haitao Yuan, Kang Pan, Kaiyu Li, Haoda Li, Fu Zhu |
| 2019 | ICDE | Distributed In-memory Trajectory Similarity Search and Join on Road Network. | Haitao Yuan, Guoliang Li |
| 2019 | SMC | An Integrated Deep Neural Network Approach for Large-Scale Water Quality Time Series Prediction. | QuanXi Dong, YongZhe Lin, Jing Bi, Haitao Yuan |
| 2019 | SMC | Location-Sensitive Resource optimization for Profit Maximization in Distributed Data Centers. | Haitao Yuan, Jing Bi |
| 2019 | SMC | Profit-Aware Spatial Task Scheduling in Distributed Green Clouds. | Haitao Yuan, Jing Bi |
| 2019 | SIGMOD | Ratel: Interactive Analytics for Large Scale Trajectories. | Haoda Li, Guoliang Li, Jiayang Liu, Haitao Yuan, Haiquan Wang |
| 2018 | SMC | Geographical Scheduling of Multi-application Tasks for Cost Minimization in Distributed Green Data Centers. | Jing Bi, Haitao Yuan, Mengchu Zhou |
| 2017 | SIGMOD | CDB: Optimizing Queries with Crowd-Based Selections and Joins. | Guoliang Li, Chengliang Chai, Ju Fan, Xueping Weng, Jian Li, Yudian Zheng, Yuanbing Li, Xiang Yu, Xiaohang Zhang, Haitao Yuan |
| 2011 | ICWS | A Petri Net Based Hybrid Optimal Controller for Deadlock Prevention in Web Service Composition. | Jing Bi, Zhiliang Zhu, Haitao Yuan, Yushun Fan, Ming Tie |