PPaperPicks

Xiaofeng Gao

Shanghai Jiao Tong University, China

26 papers at tracked venues · 18 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Cross-Domain Interest Representation Learning for Scenario- and Task-Aware Recommendation
  2. Decoupling User Features for User Cold-Start App Recommendation: Static Attributes versus Behavioral Sequences
  3. Macro-Micro Collaborative Learning for Logical Data Center Microservice Indicators Forecasting
  4. ProCAST: A Projection Framework for Coupled Aggregation Constrained Multivariate Time Series Forecasting
  5. When Complex Event Recognition Meets Cloud-Native Architectures
  6. DRNCS: Dual-Level Route Generation Model Based on Node Contraction and Shortcuts
  7. Enhancing Masked Time-Series Modeling via Dropping Patches
  8. Fremer: Lightweight and Effective Frequency Transformer for Workload Forecasting in Cloud Services
  9. MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem
  10. MatryoshkaKV: Adaptive KV Compression via Trainable Orthogonal Projection
  11. Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction
  12. Towards Personalized Federated Multi-Scenario Multi-Task Recommendation
  13. Towards Unifying Feature Interaction Models for Click-Through Rate Prediction
  14. A Dual-Embedding Based DQN for Worker Recruitment in Spatial Crowdsourcing with Social Network
  15. Corruption Robust Dynamic Pricing in Liner Shipping under Capacity Constraint
  16. Integrating System State into Spatio Temporal Graph Neural Network for Microservice Workload Prediction
  17. Lightweight GCN Encoder and Sequential Decoder for Multi-Candidate Carpooling Route Planning in Road Network
  18. MSTEM: Masked Spatiotemporal Event Series Modeling for Urban Undisciplined Events Forecasting
  19. MetaSTC: A Backbone Agnostic Spatio-Temporal Framework for Traffic Forecasting
  20. Mixture of Link Predictors on Graphs
  21. Online Preference Weight Estimation Algorithm with Vanishing Regret for Car-Hailing in Road Network
  22. Pareto-based Multi-Objective Recommender System with Forgetting Curve
  23. REDI: Recurrent Diffusion Model for Probabilistic Time Series Forecasting
  24. Temporal Interest Network for User Response Prediction
  25. Towards Resource Efficiency: Practical Insights into Large-Scale Spark Workloads at ByteDance
  26. Weather Knows What Will Occur: Urban Public Nuisance Events Prediction and Control with Meteorological Assistance