Suining He

72 papers A* 9A 4B 8Misc 3Journal 42Unranked 6
YearRankTypeTitle / Venue / Authors
2025 — conf
A Spatially-Adapted SHAP Approach for Interpreting Deep Bike Usage Learning and Prediction.
SIGSPATIAL/GIS
Congcong Miao, Suining He, Yuyao Li, Chuanrong Zhang
2025 J jnl
Cross-Modality and Equity-Aware Graph Pooling Fusion: A Bike Mobility Prediction Study.
IEEE Trans. Big Data
Xi Yang, Suining He, Kang G. Shin, Mahan Tabatabaie, Jing Dai
2025 J jnl
Lessons from A Large Language Model-based Outdoor Trail Recommendation Chatbot with Retrieval Augmented Generation.
CoRR
Julia Ann Mathew, Suining He
2025 J jnl
Micromobility Flow Prediction: A Bike Sharing Station-level Study via Multi-level Spatial-Temporal Attention Neural Network.
CoRR
Xi Yang, Jiachen Wang, Song Han, Suining He
2025 J jnl
Multi-Agent Reinforcement Learning for Dynamic Mobility Resource Allocation with Hierarchical Adaptive Grouping.
CoRR
Farshid Nooshi, Suining He
2025 B conf
Vision-Language Modeling for Scene Understanding and Reasoning of Vehicle-to-X Interactions.
MASS
Hao Wang, Suining He
2024 J jnl
Beyond "Taming Electric Scooters": Disentangling Understandings of Micromobility Naturalistic Riding.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Mahan Tabatabaie, Suining He, Hao Wang, Kang G. Shin
2024 J jnl
STICAP: Spatio-temporal Interactive Attention for Citywide Crowd Activity Prediction.
ACM Trans. Spatial Algorithms Syst.
Huiqun Huang, Suining He, Xi Yang, Mahan Tabatabaie
2024 J jnl
Time-Constrained Actor-Critic Reinforcement Learning for Concurrent Order Dispatch in On-Demand Delivery.
IEEE Trans. Mob. Comput.
Shuai Wang, Baoshen Guo, Yi Ding, Guang Wang, Suining He, Desheng Zhang, Tian He
2024 J jnl
Toward Ubiquitous Interaction-Attentive and Extreme-Aware Crowd Activity Level Prediction.
ACM Trans. Intell. Syst. Technol.
Huiqun Huang, Xi Yang, Suining He, Mahan Tabatabaie
2023 J jnl
Adaptive radio map reconstruction via adversarial wireless fingerprint learning.
Neural Comput. Appl.
Weina Jiang, Qun Niu, Suining He, Ning Liu
2023 J jnl
Cross-Modality Graph-based Language and Sensor Data Co-Learning of Human-Mobility Interaction.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Mahan Tabatabaie, Suining He, Kang G. Shin
2023 J jnl
Driver Maneuver Interaction Identification with Anomaly-Aware Federated Learning on Heterogeneous Feature Representations.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Mahan Tabatabaie, Suining He
2023 — conf
Equity-Aware Cross-Graph Interactive Reinforcement Learning for Bike Station Network Expansion.
SIGSPATIAL/GIS
Xi Yang, Suining He, Mahan Tabatabaie
2023 A* conf
Extreme-Aware Local-Global Attention for Spatio-Temporal Urban Mobility Learning.
ICDE
Huiqun Huang, Suining He, Mahan Tabatabaie
2023 A conf
Interaction-Aware and Hierarchically-Explainable Heterogeneous Graph-based Imitation Learning for Autonomous Driving Simulation.
IROS
Mahan Tabatabaie, Suining He, Kang G. Shin
2023 J jnl
Interpretable fake news detection with topic and deep variational models.
Online Soc. Networks Media
Marjan Hosseini, Alireza Javadian Sabet, Suining He, Derek Aguiar
2023 J jnl
Reusing Delivery Drones for Urban Crowdsensing.
IEEE Trans. Mob. Comput.
Chaocan Xiang, Yanlin Zhou, Haipeng Dai, Yuben Qu, Suining He, Chao Chen, Panlong Yang
2023 J jnl
VILL: Toward Efficient and Automatic Visual Landmark Labeling.
ACM Trans. Sens. Networks
Qun Niu, Kunxin Zhu, Suining He, Shaoqi Cen, S.-H. Gary Chan, Ning Liu
2022 A* conf
A Comparative Approach to Resurrecting the Market of MOD Vehicular Crowdsensing.
INFOCOM
Chaocan Xiang, Yaoyu Li, Yanlin Zhou, Suining He, Yuben Qu, Zhenhua Li, Liangyi Gong, Chao Chen
2022 — conf
Cross-zone and extreme-aware mobility learning of crowd interactions with built environments.
BuildSys
Suining He, Bing Wang, Kang G. Shin, Mahan Tabatabaie
2022 J jnl
Distribution Prediction for Reconfiguring Urban Dockless E-Scooter Sharing Systems.
IEEE Trans. Knowl. Data Eng.
Suining He, Kang G. Shin
2022 J jnl
Driver Maneuver Identification with Multi-Representation Learning and Meta Model Update Designs.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Mahan Tabatabaie, Suining He, Xi Yang
2022 J jnl
Information Fusion for (Re)Configuring Bike Station Networks With Crowdsourcing.
IEEE Trans. Knowl. Data Eng.
Suining He, Kang G. Shin
2022 J jnl
Interpretable Fake News Detection with Topic and Deep Variational Models.
CoRR
Marjan Hosseini, Alireza Javadian Sabet, Suining He, Derek Aguiar
2022 J jnl
Naturalistic E-Scooter Maneuver Recognition with Federated Contrastive Rider Interaction Learning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Mahan Tabatabaie, Suining He
2022 J jnl
Pervasive Pose Estimation for Fall Detection.
ACM Trans. Comput. Heal.
Jiaqing Luo, Ruiyu Bai, Suining He, Kang G. Shin
2022 A* conf
Socially-Equitable Interactive Graph Information Fusion-based Prediction for Urban Dockless E-Scooter Sharing.
WWW
Suining He, Kang G. Shin
2022 J jnl
Spatio-Temporal Capsule-Based Reinforcement Learning for Mobility-on-Demand Coordination.
IEEE Trans. Knowl. Data Eng.
Suining He, Kang G. Shin
2022 B conf
Towards Dynamic Crowd Mobility Learning and Meta Model Updates for A Smart Connected Campus.
EWSN
Xi Yang, Suining He, Mahan Tabatabaie, Bing Wang
2022 J jnl
Towards Spatio-Temporal Cross-Platform Graph Embedding Fusion for Urban Traffic Flow Prediction.
CoRR
Mahan Tabatabaie, James Maniscalco, Connor Lynch, Suining He
2021 A conf
Concurrent Order Dispatch for Instant Delivery with Time-Constrained Actor-Critic Reinforcement Learning.
RTSS
Baoshen Guo, Shuai Wang, Yi Ding, Guang Wang, Suining He, Desheng Zhang, Tian He
2021 J jnl
Incentivizing Platform-User Interactions for Crowdsensing.
IEEE Internet Things J.
Chaocan Xiang, Suining He, Kang G. Shin, Yuben Qu, Panlong Yang
2021 J jnl
Indoor Localization With Adaptive Signal Sequence Representations.
IEEE Trans. Veh. Technol.
Ning Liu, Tao He, Suining He, Qun Niu
2021 J jnl
Multi-Head Spatio-Temporal Attention Mechanism for Urban Anomaly Event Prediction.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Huiqun Huang, Xi Yang, Suining He
2021 — conf
Reinforced Feature Extraction and Multi-Resolution Learning for Driver Mobility Fingerprint Identification.
SIGSPATIAL/GIS
Mahan Tabatabaie, Suining He, Xi Yang
2021 J jnl
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.
Xi Yang, Suining He, Bing Wang, Mahan Tabatabaie
2020 A* conf
Dynamic Flow Distribution Prediction for Urban Dockless E-Scooter Sharing Reconfiguration.
WWW
Suining He, Kang G. Shin
2020 J jnl
MAIL: Multi-Scale Attention-Guided Indoor Localization Using Geomagnetic Sequences.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Qun Niu, Tao He, Ning Liu, Suining He, Xiaonan Luo, Fan Zhou
2020 B conf
Station Correlation Attention Learning for Data-driven Bike Sharing System Usage Prediction.
MASS
Xi Yang, Suining He, Huiqun Huang
2020 J jnl
Towards Dynamic Urban Bike Usage Prediction for Station Network Reconfiguration.
CoRR
Xi Yang, Suining He
2020 A* conf
Towards Fine-grained Flow Forecasting: A Graph Attention Approach for Bike Sharing Systems.
WWW
Suining He, Kang G. Shin
2019 A* conf
Crowd-Flow Graph Construction and Identification with Spatio-Temporal Signal Feature Fusion.
INFOCOM
Suining He, Kang G. Shin
2019 J jnl
DeepNavi: A Deep Signal-Fusion Framework for Accurate and Applicable Indoor Navigation.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Qun Niu, Ning Liu, Jianjun Huang, Yangze Luo, Suining He, Tao He, S.-H. Gary Chan, Xiaonan Luo
2019 J jnl
Efficient Indoor Localization Based on Geomagnetism.
ACM Trans. Sens. Networks
Hang Wu, Ziliang Mo, Jiajie Tan, Suining He, S.-H. Gary Chan
2019 J jnl
Efficient Locality Classification for Indoor Fingerprint-Based Systems.
IEEE Trans. Mob. Comput.
Ka Ho Chow, Suining He, Jiajie Tan, S.-H. Gary Chan
2019 B conf
Indoor Localization with Spatial and Temporal Representations of Signal Sequences.
GLOBECOM
Tao He, Qun Niu, Suining He, Ning Liu
2019 J jnl
Maxlifd: Joint Maximum Likelihood Localization Fusing Fingerprints and Mutual Distances.
IEEE Trans. Mob. Comput.
Suining He, S.-H. Gary Chan, Lei Yu, Ning Liu
2019 J jnl
Resource-efficient and Automated Image-based Indoor Localization.
ACM Trans. Sens. Networks
Qun Niu, Mingkuan Li, Suining He, Chengying Gao, S.-H. Gary Chan, Xiaonan Luo
2019 A* conf
Spatio-Temporal Capsule-based Reinforcement Learning for Mobility-on-Demand Network Coordination.
WWW
Suining He, Kang G. Shin
2019 J jnl
Spatio-temporal Adaptive Pricing for Balancing Mobility-on-Demand Networks.
ACM Trans. Intell. Syst. Technol.
Suining He, Kang G. Shin
2018 B conf
(Re)Configuring Bike Station Network via Crowdsourced Information Fusion and Joint Optimization.
MobiHoc
Suining He, Kang G. Shin
2018 J jnl
Geomagnetism for Smartphone-Based Indoor Localization: Challenges, Advances, and Comparisons.
ACM Comput. Surv.
Suining He, Kang G. Shin
2018 — conf
RecNet: A Convolutional Network for Efficient Radiomap Reconstruction.
ICC
Qun Niu, Ying Nie, Suining He, Ning Liu, Xiaonan Luo
2018 J jnl
SLAC: Calibration-Free Pedometer-Fingerprint Fusion for Indoor Localization.
IEEE Trans. Mob. Comput.
Suining He, S.-H. Gary Chan, Lei Yu, Ning Liu
2018 A* conf
Steering Crowdsourced Signal Map Construction via Bayesian Compressive Sensing.
INFOCOM
Suining He, Kang G. Shin
2018 A conf
Wireless CSI-based head tracking in the driver seat.
CoNEXT
Xiufeng Xie, Kang G. Shin, Hamed Yousefi, Suining He
2017 B conf
A Graphical Model Approach for Efficient Geomagnetism-Pedometer Indoor Localization.
MASS
Hang Wu, Suining He, S.-H. Gary Chan
2017 B conf
Efficient Sequence Matching and Path Construction for Geomagnetic Indoor Localization.
EWSN
Hang Wu, Suining He, S.-H. Gary Chan
2017 J jnl
INTRI: Contour-Based Trilateration for Indoor Fingerprint-Based Localization.
IEEE Trans. Mob. Comput.
Suining He, S.-H. Gary Chan
2017 J jnl
Indoor Localization and Automatic Fingerprint Update with Altered AP Signals.
IEEE Trans. Mob. Comput.
Suining He, Wenbin Lin, S.-H. Gary Chan
2017 J jnl
Toward Practical Deployment of Fingerprint-Based Indoor Localization.
IEEE Pervasive Comput.
Suining He, Tianyang Hu, S.-H. Gary Chan
2017 B conf
Towards Crowdsourced Signal Map Construction via Implicit Interaction of IoT Devices.
SECON
Suining He, S.-H. Gary Chan
2016 J jnl
Chameleon: Survey-Free Updating of a Fingerprint Database for Indoor Localization.
IEEE Pervasive Comput.
Suining He, Bo Ji, S.-H. Gary Chan
2016 J jnl
Tilejunction: Mitigating Signal Noise for Fingerprint-Based Indoor Localization.
IEEE Trans. Mob. Comput.
Suining He, S.-H. Gary Chan
2016 Misc conf
Towards area classification for large-scale fingerprint-based system.
UbiComp
Suining He, Jiajie Tan, S.-H. Gary Chan
2016 A conf
Updating Wireless Signal Map with Bayesian Compressive Sensing.
MSWiM
Bo Yang, Suining He, S.-H. Gary Chan
2016 J jnl
Wi-Fi Fingerprint-Based Indoor Positioning: Recent Advances and Comparisons.
IEEE Commun. Surv. Tutorials
Suining He, S.-H. Gary Chan
2015 Misc conf
Calibration-free fusion of step counter and wireless fingerprints for indoor localization.
UbiComp
Suining He, S.-H. Gary Chan, Lei Yu, Ning Liu
2015 Misc conf
Contour-based Trilateration for Indoor Fingerprinting Localization.
SenSys
Suining He, Tianyang Hu, S.-H. Gary Chan
2015 A* conf
Fusing noisy fingerprints with distance bounds for indoor localization.
INFOCOM
Suining He, S.-H. Gary Chan, Lei Yu, Ning Liu
2014 — conf
Sectjunction: Wi-Fi indoor localization based on junction of signal sectors.
ICC
Suining He, S.-H. Gary Chan