Guanjie Zheng
Tenured Track Associate Professor
Builds AI methods that understand and interact with urban spatio-temporal environments and transportation systems.
Guanjie Zheng's lab at SJTU works on time series, anomaly & spatio-temporal data. 20 papers since 2023, 11 at top venues, mostly KDD and ECML-PKDD. Applications close .
At a glance
- papers, 2023–2026
- 5/ year
- at T1 venues
- 55%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 4 papers2026 · T1 3 · collecting
- 5 papers2025 · T1 2
- 6 papers2024 · T1 3
- 5 papers2023 · T1 3
T1 venuesOtherVenues: KDD, ECML-PKDD, ICML, TKDD, CIKM
Research focuspaper titles that use each topic's words
- Time series, anomaly & spatio-temporal data9 papers
- spatio-temporal1 paper
- interact0 papers
- transportation0 papers
- understand0 papers
Paper list
From the lab homepage.
20264 papers
- ICML (T1)GeoFlow: Geo-Aware Modeling of Inter-Area Relationships in OD Flow Prediction and Generation
- ICML (T1)OSM+: Billion-Level OpenStreetMap Data Processing System for City-wide Experiments
- ICAPSPlanning Under Observation Mismatch for Traffic Signal Control via Adaptive Modular World Models
- TKDE (T1)TRACK: Temporal Decoupled Kriging for Inductive Spatio-temporal Graph
20255 papers
- Nature Communications (T1)Big-data empowered traffic signal control could reduce urban carbon emission
- TKDDMagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data
- The InnovationMetaCity: Data-driven sustainable development of complex cities
- TKDDMulti-scale Traffic Pattern Bank for Cross-city Few-shot Traffic Forecasting
- ICRA (T1)Safety-critical traffic simulation with adversarial transfer of driving intentions
20246 papers
- KDD (T1)Dataset Condensation for Time Series Classification via Dual Domain Matching
- ECML-PKDDFrequency Enhanced Pre-training for Cross-city Few-shot Traffic Forecasting
- Remote SensingGeoKnowledgeFusion: A Platform for Multimodal Data Compilation from Geoscience Literature
- KDD (T1)Graph Data Condensation via Self-Expressive Graph Structure Reconstruction
- PDFnpj Urban Sustainability
- ICASSP (T1)Towards Controlled Table-to-Text Generation with Scientific Reasoning
20235 papers
- KDD (T1)CBLab: Supporting the Training of Large-scale Traffic Control Policies with Scalable Traffic Simulation
- CIKM (T1)Cross-city Few-Shot Traffic Forecasting via Traffic Pattern Bank
- ECML-PKDDFDTI: Fine-Grained Deep Traffic Inference with Roadnet-Enriched Graph
- KDD (T1)Multiplex Heterogeneous Graph Neural Network with Behavior Pattern Modeling
- ICDMUncertainty-aware Traffic Prediction under Missing Data
Where alumni went
Alumni are not listed on the lab homepage.
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Your notes
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Data
Some numbers could not be verified:
- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Not collected
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.
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