PPaperPicks

Fan Wu

Shanghai Jiao Tong University, Shanghai Key Laboratory of Scalable Computing and Systems, China

49 papers at tracked venues · 44 at CORE A* · active 2024–2026

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Venues

SIGKDD ×14AAAI ×7SIGMOD ×6WWW ×5ACL ×4NeurIPS ×3CVPR ×2IJCAI ×2AAMAS ×1ACM MM ×1CIKM ×1EMNLP ×1ICCV ×1VLDB ×1

Frequent coauthors

Hang Zeng
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Wei Zhou
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Wenjing Li
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Yidan Xing
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Ruitao Zhu
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Bin Wang
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Kunxi Li
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Yucheng Ding
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Qilong Lin
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Haoming Li
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Yuxing Han
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Biao Yi
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Papers

  1. A Creator-Aware Recommendation System for Content Platforms
    WWW 2026 ·
    Wenjing Li
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  2. Automated Annotation of Privacy Information in User Interactions with Large Language Models
    SIGKDD 2026 ·
    Hang Zeng
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  3. Automating Database-Native Function Code Synthesis with LLMs
    SIGMOD 2026 ·
    Wei Zhou
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  4. ByteHouse: ByteDance's Cloud-Native Data Warehouse for Real-Time Multimodal Data Analytics
    SIGMOD 2026 ·
    Yuxing Han
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  5. DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs
    VLDB 2026 ·
    Wei Zhou
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  6. EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation
    AAAI 2026 ·
    Biao Yi
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  7. FeatInsight: An Online ML Feature Management System on 4Paradigm Sage-Studio Platform
    SIGMOD 2026 ·
    Xin Tong
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  8. MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing
    ACL 2026 ·
    Junbo Niu
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  9. MoDora: Tree-Based Semi-Structured Document Analysis System
    SIGMOD 2026 ·
    Bangrui Xu
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  10. Smaller but Better: Plasticity-Preserving Continual Learning for Embedded AI
    WWW 2026 ·
    Chenxin Mao
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  11. TTF: A Trapezoidal Temporal Fusion Framework for LTV Forecasting in Douyin
    AAAI 2026 ·
    Yibing Wan
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  12. Vistar: Enhancing the Perception Capability of LLMs under Imprecise IMU-Text Alignment
    SIGKDD 2026 ·
    Yatong Chen
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  13. A Two-Stage Data Selection Framework for Data-Efficient Model Training on Edge Devices
    SIGKDD 2025 ·
    Chen Gong
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  14. ABO: Abandon Bayer Filter for Adaptive Edge Offloading in Responsive Augmented Reality
    WWW 2025 ·
    Yongxuan Han
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  15. AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference
    AAAI 2025 ·
    Zhuomin He
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  16. Adaptive Routing of Text-to-Image Generation Requests between Large Cloud Model and Light-Weight Edge Model
    ICCV 2025 ·
    Zewei Xin
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  17. An Auto-Coupon Framework for Advertiser Retention in Online Advertising
    SIGKDD 2025 ·
    Yidan Xing
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  18. CHORD: Customizing Hybrid-precision On-device Model for Sequential Recommendation with Device-cloud Collaboration
    ACM MM 2025 ·
    Tianqi Liu
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  19. CORE: Reducing UI Exposure in Mobile Agents via Collaboration Between Cloud and Local LLMs
    NeurIPS 2025 ·
    Gucongcong Fan
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  20. ComRecycle: An Intelligent Computation Recycling Framework for Online Advertising
    SIGKDD 2025 ·
    Chufeng Shi
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  21. Contextual Generative Auction with Permutation-level Externalities for Online Advertising
    SIGKDD 2025 ·
    Ruitao Zhu
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  22. Device-Cloud Collaborative Correction for On-Device Recommendation
    IJCAI 2025 ·
    Tianyu Zhan
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  23. Enabling Real-Time Inference in Online Continual Learning via Device-Cloud Collaboration
    WWW 2025 ·
    Haibo Liu
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  24. Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device Recommendation
    SIGKDD 2025 ·
    Kairui Fu
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  25. Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching
    CVPR 2025 ·
    Bin Wang
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  26. Learning Optimal Auctions with Correlated Value Distributions
    AAAI 2025 ·
    Da Huo
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  27. MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference
    ACL 2025 ·
    Kunxi Li
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  28. MergeNet: Knowledge Migration Across Heterogeneous Models, Tasks, and Modalities
    AAAI 2025 ·
    Kunxi Li
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  29. OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use
    ACL 2025 ·
    Xueyu Hu
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  30. OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations
    CVPR 2025 ·
    Linke Ouyang
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  31. OpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML
    SIGMOD 2025 ·
    Xuanhe Zhou
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  32. Optimizing the Battery-Swapping Problem in Urban E-Bike Systems with Reinforcement Learning
    IJCAI 2025 ·
    Wenjing Li
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  33. PARROT: A Benchmark for Evaluating LLMs in Cross-System SQL Translation
    NeurIPS 2025 ·
    Wei Zhou
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  34. Personalized Language Model Learning on Text Data Without User Identifiers
    SIGKDD 2025 ·
    Yucheng Ding
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  35. Pre³: Enabling Deterministic Pushdown Automata for Faster Structured LLM Generation
    ACL 2025 ·
    Junyi Chen
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  36. Prices Do Matter: Modeling Price Competitiveness for Online Hotel Industry
    SIGKDD 2025 ·
    Ruitao Zhu
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  37. Querier-Aware LLM: Generating Personalized Responses to the Same Query from Different Queriers
    CIKM 2025 ·
    Hang Zeng
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  38. RAGRouter: Learning to Route Queries to Multiple Retrieval-Augmented Language Models
    NeurIPS 2025 ·
    Jiarui Zhang
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  39. Robust Data-Driven Auction Design
    SIGKDD 2025 ·
    Qilong Lin
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  40. ST-Raptor: LLM-Powered Semi-Structured Table Question Answering
    SIGMOD 2025 ·
    Zirui Tang
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  41. BiKT: Enabling Bidirectional Knowledge Transfer Between Pretrained Models and Sequential Downstream Tasks
    EMNLP 2024 ·
    Hang Zeng
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  42. Enhancing On-Device LLM Inference with Historical Cloud-Based LLM Interactions
    SIGKDD 2024 ·
    Yucheng Ding
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  43. G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection
    AAAI 2024 · Fan Wu
  44. Preventing Strategic Behaviors in Collaborative Inference for Vertical Federated Learning
    SIGKDD 2024 ·
    Yidan Xing
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  45. Robust Auto-Bidding Strategies for Online Advertising
    SIGKDD 2024 ·
    Qilong Lin
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  46. Towards Efficient Auction Design with ROI Constraints
    AAMAS 2024 ·
    Xinyu Tang
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  47. Trajectory-wise Iterative Reinforcement Learning Framework for Auto-bidding
    WWW 2024 ·
    Haoming Li
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  48. Truthful Bandit Mechanisms for Repeated Two-stage Ad Auctions
    SIGKDD 2024 ·
    Haoming Li
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  49. VIGC: Visual Instruction Generation and Correction
    AAAI 2024 ·
    Bin Wang
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