PPaperPicks

Sai Wu

33 papers at tracked venues · 31 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Adda: An Agent-Driven in-Database Feature Generation System
  2. An Invariant Latent Space Perspective on Language Model Inversion
  3. Corpus-Centric Learning for Zero-Shot Table Retrieval
  4. Enhancing Reinforcement Learning for Radiology Report Generation with Evidence-aware Rewards and Self-correcting Preference Learning
  5. FlareDTDG: Harnessing Temporal Recency for Scalable Discrete-Time Dynamic Graph Training
  6. IncreQueryFusion: On-demand Data Fusion Framework in Dynamic Data Lakes
  7. Learner-Tailored Program Repair: A Solution Generator with Iterative Edit-Driven Retrieval Enhancement
  8. QBridge: Bridging Natural Language and SQL via Gold Query Rewriting with Agentic Refinement
  9. A Demonstration of QueryArtisan: Real-Time Data Lake Analysis via Dynamically Generated Data Manipulation Code
  10. Adda: Towards Efficient in-Database Feature Generation via LLM-based Agents
  11. Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL
  12. CoLA: Model Collaboration for Log-based Anomaly Detection
  13. CycSeq: Leveraging Cyclic Data Generation for Accurate Perturbation Prediction in Single-Cell RNA-Seq
  14. DualGuard: A Parameter Space Transformation Approach for Bidirectional Defense in Split-Based LLM Fine-Tuning
  15. Effective and Efficient Distributed Temporal Graph Learning through Hotspot Memory Sharing
  16. Learnable Retrieval Enhanced Visual-Text Alignment and Fusion for Radiology Report Generation
  17. Less Is More: Adaptive Program Repair with Bug Localization and Preference Learning
  18. Mining Platoon Patterns from Traffic Videos
  19. MorphingDB: A Task-Centric AI-Native DBMS for Model Management and Inference
    SIGMOD 2025 · Sai Wu
  20. POLO: An LLM-Powered Project-Level Code Performance Optimization Framework
  21. RLOMM: An Efficient and Robust Online Map Matching Framework with Reinforcement Learning
  22. SALoM: Structure Aware Temporal Graph Networks with Long-Short Memory Updater
  23. Semantic-guided Masked Mutual Learning for Multi-modal Brain Tumor Segmentation with Arbitrary Missing Modalities
  24. Twisted Twin: A Collaborative and Competitive Memory Management Approach in HTAP Systems
  25. T²DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning
  26. Enhancing LLM Reasoning via Vision-Augmented Prompting
  27. In Situ Neural Relational Schema Matcher
  28. Locating What You Need: Towards Adapting Diffusion Models to OOD Concepts In-the-Wild
  29. Predictive and Near-Optimal Sampling for View Materialization in Video Databases
  30. QueryArtisan: Generating Data Manipulation Codes for Ad-hoc Analysis in Data Lakes
  31. Revisiting CNNs for Trajectory Similarity Learning
  32. Sampling-Resilient Multi-Object Tracking
  33. Towards Cross-Table Masked Pretraining for Web Data Mining