Fan Wu
Distinguished Professor
Works on mobile intelligence such as on-device machine learning and crowdsensing, algorithmic network economics and data pricing and protection.
Fan Wu's lab at SJTU works on time series, anomaly & spatio-temporal data, computational social science and reasoning & neuro-symbolic AI. 161 papers since 2023, 86 at top venues, mostly KDD and AAAI. 2 PhD students and 4 master's students. Applications close .
At a glance
- papers, 2023–2026
- 42/ year
- at T1 venues
- 53%
- PhD students
- 2
- MS students
- 4
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 42 papers2026 · T1 28 · collecting
- 54 papers2025 · T1 33
- 38 papers2024 · T1 12
- 27 papers2023 · T1 13
T1 venuesOtherVenues: KDD, AAAI, WWW, CIKM, CVPR
Research focuspaper titles that use each topic's words
- Time series, anomaly & spatio-temporal data25 papers
- Reasoning & neuro-symbolic AI1 paper
- Computational social science0 papers
- crowdsensing0 papers
- network economics0 papers
Paper list
From DBLP.
202642 papers
- WWW (T1)A Creator-Aware Recommendation System for Content Platforms (opens in a new tab)
- IEEE Trans. Netw.A Device-Cloud Collaborative Data Enrichment Framework for Continual Learning on Devices (opens in a new tab)
- Artificial Intelligence (T1)Auction design with ex post ROI constraints (opens in a new tab)
- KDD (T1)Automated Annotation of Privacy Information in User Interactions with Large Language Models (opens in a new tab)
- SIGMOD (T1)Automating Database-Native Function Code Synthesis with LLMs (opens in a new tab)
- IEEE Trans. Mob. Comput.AutoMOCHA: Automated Adaptation Hierarchy for Mobile Video Analytics Against Domain Shifts (opens in a new tab)
- VLDB (T1)Bridging NL2SQL for CAN Signal Analytics at NIO: From Externalized Schemas to CTE Pipelines (opens in a new tab)
- INFOCOM (T1)Budget-Constrained Federated Bandits for Mobile Applications (opens in a new tab)
- SIGMOD CompanionByteHouse: ByteDance's Cloud-Native Data Warehouse for Real-Time Multimodal Data Analytics (opens in a new tab)
- KDD (T1)C2KV: Compressed and Composable KV Cache Reuse for Efficient LLM Inference (opens in a new tab)
- CVPR (T1)CaT-GS: Efficient 3DGS Rendering for Large-Scale Scenes with Inter-frame Caching and Tile Scheduling (opens in a new tab)
- ICLR (T1)CIAR: Interval-based Collaborative Decoding for Image Generation Acceleration (opens in a new tab)
202554 papers
- WWW (T1)A Dual-Embedding Based Reinforcement Learning Scheme for Task Assignment Problem in Spatial Crowdsourcing (opens in a new tab)
- KDD (T1)A Two-Stage Data Selection Framework for Data-Efficient Model Training on Edge Devices (opens in a new tab)
- WWW (T1)ABO: Abandon Bayer Filter for Adaptive Edge Offloading in Responsive Augmented Reality (opens in a new tab)
- ICCV (T1)Adaptive Routing of Text-to-Image Generation Requests between Large Cloud Model and Light-Weight Edge Model (opens in a new tab)
- AAAI (T1)AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference (opens in a new tab)
- KDD (T1)An Auto-Coupon Framework for Advertiser Retention in Online Advertising (opens in a new tab)
- IEEE Trans. Mob. Comput.ARSys: An Efficient and Cross-Platform Development, Deployment, and Runtime System for Mobile Augmented Reality (opens in a new tab)
- IJCV (T1)Bayes-CAL: Robust Cross-Modal Alignment by Bayesian Approach for Few-Shot OoD Generalization (opens in a new tab)
- ICMRCEFSW'25: The 2nd Collaboration and Evolution of Foundation and Specialized Models Workshop (opens in a new tab)
- ACM MMCHORD: Customizing Hybrid-precision On-device Model for Sequential Recommendation with Device-cloud Collaboration (opens in a new tab)
- KDD (T1)ComRecycle: An Intelligent Computation Recycling Framework for Online Advertising (opens in a new tab)
- KDD (T1)Contextual Generative Auction with Permutation-level Externalities for Online Advertising (opens in a new tab)
202438 papers
- NPCAdaptive Switching of Lightweight and Complex DNNs for Air-Ground Collaborative Intelligence (opens in a new tab)
- MobiCom (T1)An End-to-End, Low-Cost, and High-Fidelity 3D Video Pipeline for Mobile Devices (opens in a new tab)
- Findings of EMNLPBiKT: Enabling Bidirectional Knowledge Transfer Between Pretrained Models and Sequential Downstream Tasks (opens in a new tab)
- PRICAICAFGO: Confidence-Adaptive Factor Graph Optimization Algorithm for Fusion Localization (opens in a new tab)
- IPCCCCAUDA: Cloud-assisted Active Unsupervised Domain Adaptation for On-device Learning (opens in a new tab)
- MobiCom (T1)Delta: A Cloud-assisted Data Enrichment Framework for On-Device Continual Learning (opens in a new tab)
- MMAsia WorkshopsDistributed Optimization over Block-Cyclic Data (opens in a new tab)
- IEEE AccessELO-Mask: Effective and Layerwise Optimization of Mask for Sparse LLMs (opens in a new tab)
- KDD (T1)Enhancing On-Device LLM Inference with Historical Cloud-Based LLM Interactions (opens in a new tab)
- INFORMS J. Comput.Federated Optimization Under Intermittent Client Availability (opens in a new tab)
- RTSSFLEX: Adaptive Task Batch Scheduling with Elastic Fusion in Multi-Modal Multi-View Machine Perception (opens in a new tab)
- AAAI (T1)G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection (opens in a new tab)
202327 papers
- CGIA Novel Neighbor Aggregation Function for Medical Point Cloud Analysis (opens in a new tab)
- KDD (T1)A Personalized Automated Bidding Framework for Fairness-aware Online Advertising (opens in a new tab)
- ADMAAn Adaptive Data-Driven Imputation Model for Incomplete Event Series (opens in a new tab)
- WINEAuction Design for Bidders with Ex Post ROI Constraints (opens in a new tab)
- WSDM (T1)Boosting Advertising Space: Designing Ad Auctions for Augment Advertising (opens in a new tab)
- CIKM (T1)CANDY: A Causality-Driven Model for Hotel Dynamic Pricing (opens in a new tab)
- IEEE Trans. Mob. Comput.Capitalize Your Data: Optimal Selling Mechanisms for IoT Data Exchange (opens in a new tab)
- ICDMDevice-Unimodal Cloud-Multimodal Collaboration for Livestreaming Content Understanding (opens in a new tab)
- IWQoSDistributed Model Interpretation for Vertical Federated Learning with Feature Discrepancy (opens in a new tab)
- Information SciencesDIVINE: A pricing mechanism for outsourcing data classification service in data market (opens in a new tab)
- CIKM (T1)Enhancing Repeat-Aware Recommendation from a Temporal-Sequential Perspective (opens in a new tab)
- RecSys (T1)Full Index Deep Retrieval: End-to-End User and Item Structures for Cold-start and Long-tail Item Recommendation (opens in a new tab)
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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