Leye Wang
Tenured Associate Professor
Researches ubiquitous computing, mobile crowdsensing and urban computing with spatio-temporal prediction.
Leye Wang's lab at Peking works on time series, anomaly & spatio-temporal data and interfaces & interaction techniques. 53 papers since 2023, 17 at top venues, mostly KDD and WWW. Applications close .
At a glance
- papers, 2023–2026
- 14/ year
- at T1 venues
- 32%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 4 papers2026 · T1 3 · collecting
- 11 papers2025 · T1 2
- 23 papers2024 · T1 6
- 15 papers2023 · T1 6
T1 venuesOtherVenues: KDD, WWW, TKDE, ACL, CCS
Research focuspaper titles that use each topic's words
- Time series, anomaly & spatio-temporal data14 papers
- crowdsensing4 papers
- urban computing2 papers
- Interfaces & interaction techniques0 papers
- ubiquitous computing0 papers
Paper list
From DBLP.
20264 papers
- KDD (T1)A Data-driven Route Segmentation Framework for Time-of-Arrival Estimation Service (opens in a new tab)
- MIS Q.Data Valuation for Vertical Federated Learning: A Model-Free and Privacy-Preserving Method (opens in a new tab)
- KDD (T1)Effective Online 3D Bin Packing with Lookahead Parcels Using Monte Carlo Tree Search (opens in a new tab)
- ACL (T1)Your Inference Request Will Become a Black Box: Confidential Inference for Cloud-based Large Language Models (opens in a new tab)
202511 papers
- CCF Trans. Pervasive Comput. Interact.A context knowledge guided transformer framework for long-term traffic prediction (opens in a new tab)
- IEEE Internet Things J.Adaptive Role Learning With Evolutionary Multiagent Reinforcement Learning for UAV-Vehicle Collaboration in Sparse Mobile Crowdsensing (opens in a new tab)
- KDD (T1)ChatPD: An LLM-driven Paper-Dataset Networking System (opens in a new tab)
- IEEE Trans. Mob. Comput.Exploring Context Generalizability in Citywide Crowd Mobility Prediction: An Analytic Framework and Benchmark (opens in a new tab)
- IEEE Trans. Mob. Comput.FireExpert: Fire Event Identification and Assessment Leveraging Cross-Domain Knowledge and Large Language Model (opens in a new tab)
- IEEE Trans. Inf. Forensics Secur.Learning-Based Privacy-Preserving Graph Publishing Against Sensitive Link Inference Attacks (opens in a new tab)
- Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.Rethinking WiFi-based Angle Estimation for Robust Passive Indoor Localization (opens in a new tab)
- IEEE Trans. Mob. Comput.SigCan: Toward Reliable ToF Estimation Leveraging Multipath Signal Cancellation on Commodity WiFi Devices (opens in a new tab)
- WWW (T1)STKOpt: Automated Spatio-Temporal Knowledge Optimization for Traffic Prediction (opens in a new tab)
- CCF Trans. Pervasive Comput. Interact.UCTB: an urban computing tool box for all-in-one spatiotemporal prediction solution (opens in a new tab)
- IEEE Trans. Mob. Comput.UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Edge Healthcare Collaboration (opens in a new tab)
202423 papers
- Knowl. Based Syst.A lightweight multi-layer perceptron for efficient multivariate time series forecasting (opens in a new tab)
- TKDE (T1)A Survey for Federated Learning Evaluations: Goals and Measures (opens in a new tab)
- CCS (T1)A Unified Membership Inference Method for Visual Self-supervised Encoder via Part-aware Capability (opens in a new tab)
- ICDE (T1)A Unified Model for Spatio-Temporal Prediction Queries with Arbitrary Modifiable Areal Units (opens in a new tab)
- IEEE Trans. Mob. Comput.Adaptive Budgeting for Collaborative Multi-Task Data Collection in Online Sparse Crowdsensing (opens in a new tab)
- Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.Animating the Crowd Mirage: A WiFi-Positioning-Based Crowd Mobility Digital Twin for Smart Campuses (opens in a new tab)
- Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.CrowdBot: An Open-Environment Robot Management System for On-Campus Services (opens in a new tab)
- USENIX ATCEfficient Decentralized Federated Singular Vector Decomposition (opens in a new tab)
- ACM Trans. Intell. Syst. Technol.Efficient Federated Learning Using Dynamic Update and Adaptive Pruning with Momentum on Shared Server Data (opens in a new tab)
- ICWSEfficient User Sequence Learning for Online Services via Compressed Graph Neural Networks (opens in a new tab)
- WWW (T1)Graph Contrastive Learning with Cohesive Subgraph Awareness (opens in a new tab)
- NeurIPS (T1)MoLE: Enhancing Human-centric Text-to-image Diffusion via Mixture of Low-rank Experts (opens in a new tab)
202315 papers
- KDD (T1)A Data-driven Region Generation Framework for Spatiotemporal Transportation Service Management (opens in a new tab)
- Findings of ACLA Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks (opens in a new tab)
- INFORMS J. Comput.Cost-Effective Social Media Influencer Marketing (opens in a new tab)
- WWW (T1)Cross-center Early Sepsis Recognition by Medical Knowledge Guided Collaborative Learning for Data-scarce Hospitals (opens in a new tab)
- IEEE J. Biomed. Health InformaticsCross-Hospital Sepsis Early Detection via Semi-Supervised Optimal Transport With Self-Paced Ensemble (opens in a new tab)
- ICLR (T1)E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation (opens in a new tab)
- IEEE Trans. Intell. Transp. Syst.Enriching Large-Scale Trips With Fine-Grained Travel Purposes: A Semi-Supervised Deep Graph Embedding Framework (opens in a new tab)
- TKDE (T1)Exploring the Generalizability of Spatio-Temporal Traffic Prediction: Meta-Modeling and an Analytic Framework (opens in a new tab)
- IEEE Data Eng. Bull.Federated Truth Discovery for Mobile Crowdsensing with Privacy-Preserving Trustworthiness Assessment (opens in a new tab)
- CIKM (T1)Knowledge-inspired Subdomain Adaptation for Cross-Domain Knowledge Transfer (opens in a new tab)
- UniRepsOn Transferring Expert Knowledge from Tabular Data to Images (opens in a new tab)
- Trans. Mach. Learn. Res.Understanding Self-Supervised Pretraining with Part-Aware Representation Learning (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to PekingFall 2027
Computer Science PhD (international applicants)
- Round
- Main
- Opens
- —
- GRE
- See program page
- English
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- Fee
- See program page
Not yet confirmed for this intake.
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Data
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