Meng Jin
教授
Works on AI for ocean science, scientometrics and passive IoT.
Meng Jin's lab at SJTU works in AI for Science. 51 papers since 2023, 23 at top venues, mostly KDD and MobiCom. 10 PhD students and 8 master's students. Applications close .
At a glance
- papers, 2023–2026
- 13/ year
- at T1 venues
- 45%
- PhD students
- 10
- MS students
- 8
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 12 papers2026 · T1 9 · collecting
- 14 papers2025 · T1 5
- 15 papers2024 · T1 5
- 10 papers2023 · T1 4
T1 venuesOtherVenues: KDD, MobiCom, ICML, ICDM, ICLR
Research focuspaper titles that use each topic's words
- ocean6 papers
- iot3 papers
- artificial intelligence0 papers
- artificial0 papers
- intelligence0 papers
Paper list
From the lab homepage.
202612 papers
- ICLR (T1)<SOG_K>: ONE LLM TOKEN FOR EXPLICIT GRAPH STRUCTURAL UNDERSTANDING
- Ocean ScienceClimatology and annual cycle of global ocean dissolved oxygen represented by multiple observational gridded productsv
- KDD (T1)Compass: Navigating Global Marine Lead Data Integration through Expert-Guided LLM Agent
- The Fortieth Annual Conference on Neural Information Processing Systems（NeurIPS）DIAGNO: Diagonal Spherical Neural Operators for Heterogeneous Earth Dynamics Modeling
- SenSys (T1)Enabling Active Sensing with Zero-Power Components.
- KDD (T1)From Surface to Depth: Diagnosing Ocean Vertical Velocity with 3D Frequency Operator
- KDD (T1)Hybrid Graph Learning Reconstructs Global Ocean Oxygen Spatiotemporal Changes
- IEEE/ACM Transactions on NetworkingNeural-Enhanced Modulation for Spatial Selective Transmission on Low-End IoT Devices.
- KDD (T1)OceanVerse: Evaluable 4D Ocean Element Reconstruction Dataset under Realistic Sparsity
- ICML (T1)Rethinking Efficient Graph Coarsening via a Non-Selfishness Principle
- ICML (T1)SLASH the Sink: Sharpening Structural Attention Inside LLMs
- TKDE (T1)TRACK: Temporal Decoupled Kriging for Inductive Spatio-temporal Graph
202514 papers
- GBCAssessing the Observational Uncertainties of Dissolved Oxygen Climatology and Seasonal Cycle through a Coordinated Intercomparison Project
- ICDE (T1)CHAINSFORMER: Numerical Reasoning on Knowledge Graphs from a Chain Perspective
- IEEE/ACM Transactions on NetworkingConstellation Mapping for Frequency-Agile OFDM Backscatter Network.
- TKDDGraph Out-of-Distribution Generalization Based on Structural Entropy Guided Information Bottleneck
- IEEE/ACM Transactions on NetworkingInductor-Free LoRa Backscatter.
- TKDDMagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data
- ICDMPromptEG: Scalable Prompt-based Temporal Generalization on Evolving Graphs
- MobiCom (T1)QuinID: Enabling FDMA-Based Fully Parallel RFID with Frequency-Selective Antenna.
- KDD (T1)R2MR: Review and Rewrite Modality for Recommendation
- Acta Oceanologica SinicaReconstruction of dissolved oxygen in the Tropical Pacific Ocean for past 100 years based on XGBoost
- KDD (T1)Time Matters: Enhancing Sequential Recommendations with Time-Guided Graph Neural ODEs
- IEEE Communications Surveys & TutorialsWireless Sensing for Material Identification: A Survey.
202415 papers
- International Workshop on Quality in Databases at the VLDB conferenceAutoFAIR: Automatic Data FAIRification via Machine Reading
- IEEE/ACM Transactions on NetworkingCovert Communication With Acoustic Noise.
- SIGIR (T1)EditKG: Editing Knowledge Graph for Recommendation
- IEEE Transactions on Mobile ComputingEnabling Dual-Band Wi-Fi Backscatter.
- MobiCom (T1)Enabling High-rate Backscatter Sensing at Scale.
- IEEE/ACM Transactions on NetworkingFine-Grained UHF RFID Localization for Robotics.
- MobiSysFrequency-agile OFDM Backscatter.
- TMCGraph Based RFID Grouping for Fast and Robust Inventory Tracking
- TKDE (T1)Graph Out-of-Distribution Generalization with Controllable Data Augmentation
- Journal of Communications and Information NetworksIntra-Band LTE Backscatter.
- ACM Turing Award Celebration Conference.Large-scale Batteryless Sensing.
- ICML (T1)OxyGenerator: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning
202310 papers
- IEEE Transactions on Mobile ComputingContinuous Gaze Tracking With Implicit Saliency-Aware Calibration on Mobile Devices.
- WWW (T1)DataExpo: A One-stop Dataset Service for Open Science Research
- MobiCom (T1)Fast, Fine-grained, and Robust Grouping of RFIDs
- ICDMGraph Open-Set Recognition via Entropy Message Passing
- IEEE/ACM Transactions on NetworkingKey Agreement on IoT Devices With Echo Profiling.
- IEEE Transactions on Mobile ComputingMeasuring Micrometer-Level Vibrations With mmWave Radar.
- MobiCom (T1)Meta-Speaker: Acoustic Source Projection by Exploiting Air Nonlinearity.
- MobiSysSmartShell: A Near-Field Reflective Surface Enhancing RSS.
- MobiCom (T1)Towards Spatial Selection Transmission for Low-end IoT devices with SpotSound.
- IEEE Transactions on Mobile ComputingVersatile RFID-Based Sensing: Model, Algorithm, and Applications.
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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