Suining He

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 60

Top Topics

Graph Embedding

Reinforcement Learning

Indoor Localization

Top Venues

IEEE Trans. Mob. Comput.

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

Publications

Huiqun Huang, Suining He, Xi Yang, Mahan Tabatabaie
STICAP: Spatio-temporal Interactive Attention for Citywide Crowd Activity Prediction. ACM Trans. Spatial Algorithms Syst. 10 (1) (2024)
Shuai Wang, Baoshen Guo, Yi Ding, Guang Wang, Suining He, Desheng Zhang, Tian He
Time-Constrained Actor-Critic Reinforcement Learning for Concurrent Order Dispatch in On-Demand Delivery. IEEE Trans. Mob. Comput. 23 (8) (2024)
Huiqun Huang, Suining He, Mahan Tabatabaie
Extreme-Aware Local-Global Attention for Spatio-Temporal Urban Mobility Learning. ICDE (2023)
Mahan Tabatabaie, Suining He
Driver Maneuver Interaction Identification with Anomaly-Aware Federated Learning on Heterogeneous Feature Representations. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (4) (2023)
Mahan Tabatabaie, Suining He, Kang G. Shin
Interaction-Aware and Hierarchically-Explainable Heterogeneous Graph-based Imitation Learning for Autonomous Driving Simulation. IROS (2023)
Mahan Tabatabaie, Suining He, Kang G. Shin
Cross-Modality Graph-based Language and Sensor Data Co-Learning of Human-Mobility Interaction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (3) (2023)
Qun Niu, Kunxin Zhu, Suining He, Shaoqi Cen, S.-H. Gary Chan, Ning Liu
VILL: Toward Efficient and Automatic Visual Landmark Labeling. ACM Trans. Sens. Networks 19 (4) (2023)
Marjan Hosseini, Alireza Javadian Sabet, Suining He, Derek Aguiar
Interpretable fake news detection with topic and deep variational models. Online Soc. Networks Media 36 (2023)
Xi Yang, Suining He, Mahan Tabatabaie
Equity-Aware Cross-Graph Interactive Reinforcement Learning for Bike Station Network Expansion. SIGSPATIAL/GIS (2023)
Chaocan Xiang, Yanlin Zhou, Haipeng Dai, Yuben Qu, Suining He, Chao Chen, Panlong Yang
Reusing Delivery Drones for Urban Crowdsensing. IEEE Trans. Mob. Comput. 22 (5) (2023)
Weina Jiang, Qun Niu, Suining He, Ning Liu
Adaptive radio map reconstruction via adversarial wireless fingerprint learning. Neural Comput. Appl. 35 (25) (2023)
Suining He, Kang G. Shin
Spatio-Temporal Capsule-Based Reinforcement Learning for Mobility-on-Demand Coordination. IEEE Trans. Knowl. Data Eng. 34 (3) (2022)
Mahan Tabatabaie, Suining He
Naturalistic E-Scooter Maneuver Recognition with Federated Contrastive Rider Interaction Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (4) (2022)
Suining He, Kang G. Shin
Information Fusion for (Re)Configuring Bike Station Networks With Crowdsourcing. IEEE Trans. Knowl. Data Eng. 34 (2) (2022)
Mahan Tabatabaie, Suining He, Xi Yang
Driver Maneuver Identification with Multi-Representation Learning and Meta Model Update Designs. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (2) (2022)
Marjan Hosseini, Alireza Javadian Sabet, Suining He, Derek Aguiar
Interpretable Fake News Detection with Topic and Deep Variational Models. CoRR (2022)
Mahan Tabatabaie, James Maniscalco, Connor Lynch, Suining He
Towards Spatio-Temporal Cross-Platform Graph Embedding Fusion for Urban Traffic Flow Prediction. CoRR (2022)
Chaocan Xiang, Yaoyu Li, Yanlin Zhou, Suining He, Yuben Qu, Zhenhua Li, Liangyi Gong, Chao Chen
A Comparative Approach to Resurrecting the Market of MOD Vehicular Crowdsensing. INFOCOM (2022)
Suining He, Kang G. Shin
Distribution Prediction for Reconfiguring Urban Dockless E-Scooter Sharing Systems. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Suining He, Bing Wang, Kang G. Shin, Mahan Tabatabaie
Cross-zone and extreme-aware mobility learning of crowd interactions with built environments. BuildSys@SenSys (2022)
Jiaqing Luo, Ruiyu Bai, Suining He, Kang G. Shin
Pervasive Pose Estimation for Fall Detection. ACM Trans. Comput. Heal. 3 (3) (2022)
Suining He, Kang G. Shin
Socially-Equitable Interactive Graph Information Fusion-based Prediction for Urban Dockless E-Scooter Sharing. WWW (2022)
Xi Yang, Suining He, Mahan Tabatabaie, Bing Wang
Towards Dynamic Crowd Mobility Learning and Meta Model Updates for A Smart Connected Campus. EWSN (2022)
Xi Yang, Suining He, Bing Wang, Mahan Tabatabaie
Spatio-Temporal Graph Attention Embedding for Joint Crowd Flow and Transition Predictions: A Wi-Fi-based Mobility Case Study. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (4) (2021)
Mahan Tabatabaie, Suining He, Xi Yang
Reinforced Feature Extraction and Multi-Resolution Learning for Driver Mobility Fingerprint Identification. SIGSPATIAL/GIS (2021)
Chaocan Xiang, Suining He, Kang G. Shin, Yuben Qu, Panlong Yang
Incentivizing Platform-User Interactions for Crowdsensing. IEEE Internet Things J. 8 (10) (2021)
Huiqun Huang, Xi Yang, Suining He
Multi-Head Spatio-Temporal Attention Mechanism for Urban Anomaly Event Prediction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (3) (2021)
Baoshen Guo, Shuai Wang, Yi Ding, Guang Wang, Suining He, Desheng Zhang, Tian He
Concurrent Order Dispatch for Instant Delivery with Time-Constrained Actor-Critic Reinforcement Learning. RTSS (2021)
Ning Liu, Tao He, Suining He, Qun Niu
Indoor Localization With Adaptive Signal Sequence Representations. IEEE Trans. Veh. Technol. 70 (11) (2021)
Xi Yang, Suining He, Huiqun Huang
Station Correlation Attention Learning for Data-driven Bike Sharing System Usage Prediction. MASS (2020)
Xi Yang, Suining He
Towards Dynamic Urban Bike Usage Prediction for Station Network Reconfiguration. CoRR (2020)
Qun Niu, Tao He, Ning Liu, Suining He, Xiaonan Luo, Fan Zhou
MAIL: Multi-Scale Attention-Guided Indoor Localization Using Geomagnetic Sequences. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (2) (2020)
Suining He, Kang G. Shin
Dynamic Flow Distribution Prediction for Urban Dockless E-Scooter Sharing Reconfiguration. WWW (2020)
Suining He, Kang G. Shin
Towards Fine-grained Flow Forecasting: A Graph Attention Approach for Bike Sharing Systems. WWW (2020)
Suining He, Kang G. Shin
Crowd-Flow Graph Construction and Identification with Spatio-Temporal Signal Feature Fusion. INFOCOM (2019)
Tao He, Qun Niu, Suining He, Ning Liu
Indoor Localization with Spatial and Temporal Representations of Signal Sequences. GLOBECOM (2019)
Ka Ho Chow, Suining He, Jiajie Tan, S.-H. Gary Chan
Efficient Locality Classification for Indoor Fingerprint-Based Systems. IEEE Trans. Mob. Comput. 18 (2) (2019)
Suining He, Kang G. Shin
Spatio-Temporal Capsule-based Reinforcement Learning for Mobility-on-Demand Network Coordination. WWW (2019)
Suining He, Kang G. Shin
Spatio-temporal Adaptive Pricing for Balancing Mobility-on-Demand Networks. ACM Trans. Intell. Syst. Technol. 10 (4) (2019)
Suining He, S.-H. Gary Chan, Lei Yu, Ning Liu
Maxlifd: Joint Maximum Likelihood Localization Fusing Fingerprints and Mutual Distances. IEEE Trans. Mob. Comput. 18 (3) (2019)
Hang Wu, Ziliang Mo, Jiajie Tan, Suining He, S.-H. Gary Chan
Efficient Indoor Localization Based on Geomagnetism. ACM Trans. Sens. Networks 15 (4) (2019)
Qun Niu, Mingkuan Li, Suining He, Chengying Gao, S.-H. Gary Chan, Xiaonan Luo
Resource-efficient and Automated Image-based Indoor Localization. ACM Trans. Sens. Networks 15 (2) (2019)
Qun Niu, Ning Liu, Jianjun Huang, Yangze Luo, Suining He, Tao He, S.-H. Gary Chan, Xiaonan Luo
DeepNavi: A Deep Signal-Fusion Framework for Accurate and Applicable Indoor Navigation. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (3) (2019)
Suining He, Kang G. Shin
Geomagnetism for Smartphone-Based Indoor Localization: Challenges, Advances, and Comparisons. ACM Comput. Surv. 50 (6) (2018)
Xiufeng Xie, Kang G. Shin, Hamed Yousefi, Suining He
Wireless CSI-based head tracking in the driver seat. CoNEXT (2018)
Suining He, S.-H. Gary Chan, Lei Yu, Ning Liu
SLAC: Calibration-Free Pedometer-Fingerprint Fusion for Indoor Localization. IEEE Trans. Mob. Comput. 17 (5) (2018)
Suining He, Kang G. Shin
Steering Crowdsourced Signal Map Construction via Bayesian Compressive Sensing. INFOCOM (2018)
Suining He, Kang G. Shin
(Re)Configuring Bike Station Network via Crowdsourced Information Fusion and Joint Optimization. MobiHoc (2018)
Qun Niu, Ying Nie, Suining He, Ning Liu, Xiaonan Luo
RecNet: A Convolutional Network for Efficient Radiomap Reconstruction. ICC (2018)
Suining He, Wenbin Lin, S.-H. Gary Chan
Indoor Localization and Automatic Fingerprint Update with Altered AP Signals. IEEE Trans. Mob. Comput. 16 (7) (2017)
Hang Wu, Suining He, S.-H. Gary Chan
Efficient Sequence Matching and Path Construction for Geomagnetic Indoor Localization. EWSN (2017)
Suining He, Tianyang Hu, S.-H. Gary Chan
Toward Practical Deployment of Fingerprint-Based Indoor Localization. IEEE Pervasive Comput. 16 (2) (2017)
Suining He, S.-H. Gary Chan
Towards Crowdsourced Signal Map Construction via Implicit Interaction of IoT Devices. SECON (2017)
Suining He, S.-H. Gary Chan
INTRI: Contour-Based Trilateration for Indoor Fingerprint-Based Localization. IEEE Trans. Mob. Comput. 16 (6) (2017)
Hang Wu, Suining He, S.-H. Gary Chan
A Graphical Model Approach for Efficient Geomagnetism-Pedometer Indoor Localization. MASS (2017)
Suining He, Jiajie Tan, S.-H. Gary Chan
Towards area classification for large-scale fingerprint-based system. UbiComp (2016)
Suining He, S.-H. Gary Chan
Wi-Fi Fingerprint-Based Indoor Positioning: Recent Advances and Comparisons. IEEE Commun. Surv. Tutorials 18 (1) (2016)
Bo Yang, Suining He, S.-H. Gary Chan
Updating Wireless Signal Map with Bayesian Compressive Sensing. MSWiM (2016)
Suining He, Bo Ji, S.-H. Gary Chan
Chameleon: Survey-Free Updating of a Fingerprint Database for Indoor Localization. IEEE Pervasive Comput. 15 (4) (2016)
Suining He, S.-H. Gary Chan
Tilejunction: Mitigating Signal Noise for Fingerprint-Based Indoor Localization. IEEE Trans. Mob. Comput. 15 (6) (2016)
Suining He, Tianyang Hu, S.-H. Gary Chan
Contour-based Trilateration for Indoor Fingerprinting Localization. SenSys (2015)
Suining He, S.-H. Gary Chan, Lei Yu, Ning Liu
Calibration-free fusion of step counter and wireless fingerprints for indoor localization. UbiComp (2015)
Suining He, S.-H. Gary Chan, Lei Yu, Ning Liu
Fusing noisy fingerprints with distance bounds for indoor localization. INFOCOM (2015)
Suining He, S.-H. Gary Chan
Sectjunction: Wi-Fi indoor localization based on junction of signal sectors. ICC (2014)