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

DBLP profile ↗ORCID 0000-0003-0965-9058 ↗Homepage ↗

Venues

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

Frequent coauthors

Zhenzhe Zheng
×17
Guihai Chen
×13
Xuanhe Zhou
×9
Chaoyue Niu
×8
Guoliang Li
×7
Shengyu Zhang
×7
Wei Zhou
×6
Bin Wang
×5
Conghui He
×5
Yangsu Liu
×5
Fei Wu
×5
Zirui Tang
×4

Papers

  1. A Creator-Aware Recommendation System for Content Platforms
    WWW 2026 ·
    Wenjing Li
    ,
    Jiang Rong
    ,
    Yao Hu
    ,
    Zhenzhe Zheng
    , Fan Wu
  2. Automated Annotation of Privacy Information in User Interactions with Large Language Models
    SIGKDD 2026 ·
    Hang Zeng
    ,
    Xiangyu Liu
    ,
    Yong Hu
    ,
    Chaoyue Niu
    , Fan Wu,
    Shaojie Tang
    ,
    Guihai Chen
  3. Automating Database-Native Function Code Synthesis with LLMs
    SIGMOD 2026 ·
    Wei Zhou
    ,
    Xuanhe Zhou
    ,
    Qikang He
    ,
    Guoliang Li
    ,
    Bingsheng He
    ,
    Quanqing Xu
    , Fan Wu
  4. ByteHouse: ByteDance's Cloud-Native Data Warehouse for Real-Time Multimodal Data Analytics
    SIGMOD 2026 ·
    Yuxing Han
    ,
    Yu Lin
    ,
    Yifeng Dong
    ,
    Xuanhe Zhou
    ,
    Xindong Peng
    ,
    Xinhui Tian
    ,
    Zhiyuan You
    ,
    Yingzhong Guo
    ,
    Xi Chen
    ,
    Weiping Qu
    ,
    Tao Meng
    ,
    Dayue Gao
    ,
    Haoyu Wang
    ,
    Liuxi Wei
    ,
    Huanchen Zhang
    , Fan Wu
  5. DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs
    VLDB 2026 ·
    Wei Zhou
    ,
    Peng Sun
    ,
    Xuanhe Zhou
    ,
    Qianglei Zang
    ,
    Ji Xu
    ,
    Tieying Zhang
    ,
    Guoliang Li
    , Fan Wu
  6. EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation
    AAAI 2026 ·
    Biao Yi
    ,
    Xueyu Hu
    ,
    Yurun Chen
    ,
    Shengyu Zhang
    ,
    Hongxia Yang
    , Fan Wu
  7. FeatInsight: An Online ML Feature Management System on 4Paradigm Sage-Studio Platform
    SIGMOD 2026 ·
    Xin Tong
    ,
    Xuanhe Zhou
    ,
    Bingsheng He
    ,
    Guoliang Li
    ,
    Zirui Tang
    ,
    Wei Zhou
    ,
    Long Deng
    ,
    Mian Lu
    ,
    Yuqiang Chen
    , Fan Wu
  8. MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing
    ACL 2026 ·
    Junbo Niu
    ,
    Zheng Liu
    ,
    Zhuangcheng Gu
    ,
    Bin Wang
    ,
    Linke Ouyang
    ,
    Zhiyuan Zhao
    ,
    Tao Chu
    ,
    Tianyao He
    , Fan Wu,
    Qintong Zhang
    ,
    Zhenjiang Jin
    ,
    Guang Liang
    ,
    Rui Zhang
    ,
    Wenzheng Zhang
    ,
    Yuan Qu
    ,
    Zhifei Ren
    ,
    Yuefeng Sun
    ,
    Zirui Tang
    ,
    Boyu Niu
    ,
    Yuanhong Zheng
    ,
    Dongsheng Ma
    ,
    Ziyang Miao
    ,
    Hejun Dong
    ,
    Siyi Qian
    ,
    Junyuan Zhang
    ,
    Fangdong Wang
    ,
    Jingzhou Chen
    ,
    Xiaomeng Zhao
    ,
    Liqun Wei
    ,
    Wei Li
    ,
    Shasha Wang
    ,
    Ruiliang Xu
    ,
    Yuanyuan Cao
    ,
    Lu Chen
    ,
    Qianqian Wu
    ,
    Huaiyu Gu
    ,
    Lindong Lu
    ,
    Dechen Lin
    ,
    Shenguanlin
    ,
    Xuanhe Zhou
    ,
    Linfeng Zhang
    ,
    Yuhang Zang
    ,
    Xiaoyi Dong
    ,
    Jiaqi Wang
    ,
    Bo Zhang
    ,
    Lei Bai
    ,
    Pei Chu
    ,
    Weijia Li
    ,
    Jiang Wu
    ,
    Lijun Wu
    ,
    Zhenxiang Li
    ,
    Guangyu Wang
    ,
    Zhongying Tu
    ,
    Chao Xu
    ,
    Kai Chen
    ,
    Bowen Zhou
    ,
    Dahua Lin
    ,
    Wentao Zhang
    ,
    Conghui He
  9. MoDora: Tree-Based Semi-Structured Document Analysis System
    SIGMOD 2026 ·
    Bangrui Xu
    ,
    Qihang Yao
    ,
    Zirui Tang
    ,
    Xuanhe Zhou
    ,
    Yeye He
    ,
    Shihan Yu
    ,
    Qianqian Xu
    ,
    Bin Wang
    ,
    Guoliang Li
    ,
    Conghui He
    , Fan Wu
  10. Smaller but Better: Plasticity-Preserving Continual Learning for Embedded AI
    WWW 2026 ·
    Chenxin Mao
    ,
    Haibo Liu
    ,
    Zhenzhe Zheng
    , Fan Wu,
    Guihai Chen
  11. TTF: A Trapezoidal Temporal Fusion Framework for LTV Forecasting in Douyin
    AAAI 2026 ·
    Yibing Wan
    ,
    Zhengxiong Guan
    ,
    Chaoli Zhang
    ,
    Xiaoyang Li
    ,
    Lai Xu
    ,
    Beibei Jia
    ,
    Zhenzhe Zheng
    , Fan Wu
  12. Vistar: Enhancing the Perception Capability of LLMs under Imprecise IMU-Text Alignment
    SIGKDD 2026 ·
    Yatong Chen
    ,
    Chenzhi Hu
    ,
    Bowen He
    ,
    Ruijie Wang
    ,
    Xiaomin Ouyang
    ,
    Shengzhong Liu
    ,
    Jianxin Li
    , Fan Wu,
    Guihai Chen
  13. A Two-Stage Data Selection Framework for Data-Efficient Model Training on Edge Devices
    SIGKDD 2025 ·
    Chen Gong
    ,
    Rui Xing
    ,
    Zhenzhe Zheng
    , Fan Wu
  14. ABO: Abandon Bayer Filter for Adaptive Edge Offloading in Responsive Augmented Reality
    WWW 2025 ·
    Yongxuan Han
    ,
    Shengzhong Liu
    , Fan Wu,
    Guihai Chen
  15. AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference
    AAAI 2025 ·
    Zhuomin He
    ,
    Yizhen Yao
    ,
    Pengfei Zuo
    ,
    Bin Gao
    ,
    Qinya Li
    ,
    Zhenzhe Zheng
    , Fan Wu
  16. Adaptive Routing of Text-to-Image Generation Requests between Large Cloud Model and Light-Weight Edge Model
    ICCV 2025 ·
    Zewei Xin
    ,
    Qinya Li
    ,
    Chaoyue Niu
    , Fan Wu,
    Guihai Chen
  17. An Auto-Coupon Framework for Advertiser Retention in Online Advertising
    SIGKDD 2025 ·
    Yidan Xing
    ,
    Haoqi Zhang
    ,
    Yangsu Liu
    ,
    Dagui Chen
    ,
    Zhenzhe Zheng
    , Fan Wu
  18. CHORD: Customizing Hybrid-precision On-device Model for Sequential Recommendation with Device-cloud Collaboration
    ACM MM 2025 ·
    Tianqi Liu
    ,
    Kairui Fu
    ,
    Shengyu Zhang
    ,
    Wenyan Fan
    ,
    Zhaocheng Du
    ,
    Jieming Zhu
    , Fan Wu,
    Fei Wu
  19. CORE: Reducing UI Exposure in Mobile Agents via Collaboration Between Cloud and Local LLMs
    NeurIPS 2025 ·
    Gucongcong Fan
    ,
    Chaoyue Niu
    ,
    Chengfei Lyu
    , Fan Wu,
    Guihai Chen
  20. ComRecycle: An Intelligent Computation Recycling Framework for Online Advertising
    SIGKDD 2025 ·
    Chufeng Shi
    ,
    Yangsu Liu
    ,
    Rui Qiu
    ,
    Zhenzhe Zheng
    ,
    Dagui Chen
    ,
    Ruitao Zhu
    , Fan Wu
  21. Contextual Generative Auction with Permutation-level Externalities for Online Advertising
    SIGKDD 2025 ·
    Ruitao Zhu
    ,
    Yangsu Liu
    ,
    Dagui Chen
    ,
    Zhenjia Ma
    ,
    Chufeng Shi
    ,
    Zhenzhe Zheng
    ,
    Jie Zhang
    ,
    Jian Xu
    ,
    Bo Zheng
    , Fan Wu
  22. Device-Cloud Collaborative Correction for On-Device Recommendation
    IJCAI 2025 ·
    Tianyu Zhan
    ,
    Shengyu Zhang
    ,
    Zheqi Lv
    ,
    Jieming Zhu
    ,
    Jiwei Li
    , Fan Wu,
    Fei Wu
  23. Enabling Real-Time Inference in Online Continual Learning via Device-Cloud Collaboration
    WWW 2025 ·
    Haibo Liu
    ,
    Chen Gong
    ,
    Zhenzhe Zheng
    ,
    Shengzhong Liu
    , Fan Wu
  24. Forward Once for All: Structural Parameterized Adaptation for Efficient Cloud-coordinated On-device Recommendation
    SIGKDD 2025 ·
    Kairui Fu
    ,
    Zheqi Lv
    ,
    Shengyu Zhang
    , Fan Wu,
    Kun Kuang
  25. Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching
    CVPR 2025 ·
    Bin Wang
    , Fan Wu,
    Linke Ouyang
    ,
    Zhuangcheng Gu
    ,
    Rui Zhang
    ,
    Renqiu Xia
    ,
    Botian Shi
    ,
    Bo Zhang
    ,
    Conghui He
  26. Learning Optimal Auctions with Correlated Value Distributions
    AAAI 2025 ·
    Da Huo
    ,
    Zhenzhe Zheng
    , Fan Wu
  27. MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference
    ACL 2025 ·
    Kunxi Li
    ,
    Zhonghua Jiang
    ,
    Zhouzhou Shen
    ,
    Zhaode Wang
    ,
    Chengfei Lv
    ,
    Shengyu Zhang
    , Fan Wu,
    Fei Wu
  28. MergeNet: Knowledge Migration Across Heterogeneous Models, Tasks, and Modalities
    AAAI 2025 ·
    Kunxi Li
    ,
    Tianyu Zhan
    ,
    Kairui Fu
    ,
    Shengyu Zhang
    ,
    Kun Kuang
    ,
    Jiwei Li
    ,
    Zhou Zhao
    , Fan Wu,
    Fei Wu
  29. OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use
    ACL 2025 ·
    Xueyu Hu
    ,
    Tao Xiong
    ,
    Biao Yi
    ,
    Zishu Wei
    ,
    Ruixuan Xiao
    ,
    Yurun Chen
    ,
    Jiasheng Ye
    ,
    Meiling Tao
    ,
    Xiangxin Zhou
    ,
    Ziyu Zhao
    ,
    Yuhuai Li
    ,
    Shengze Xu
    ,
    Shenzhi Wang
    ,
    Xinchen Xu
    ,
    Shuofei Qiao
    ,
    Zhaokai Wang
    ,
    Kun Kuang
    ,
    Tieyong Zeng
    ,
    Liang Wang
    ,
    Jiwei Li
    ,
    Yuchen Eleanor Jiang
    ,
    Wangchunshu Zhou
    ,
    Guoyin Wang
    ,
    Keting Yin
    ,
    Zhou Zhao
    ,
    Hongxia Yang
    , Fan Wu,
    Shengyu Zhang
    ,
    Fei Wu
  30. OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations
    CVPR 2025 ·
    Linke Ouyang
    ,
    Yuan Qu
    ,
    Hongbin Zhou
    ,
    Jiawei Zhu
    ,
    Rui Zhang
    ,
    Qunshu Lin
    ,
    Bin Wang
    ,
    Zhiyuan Zhao
    ,
    Man Jiang
    ,
    Xiaomeng Zhao
    ,
    Jin Shi
    , Fan Wu,
    Pei Chu
    ,
    Minghao Liu
    ,
    Zhenxiang Li
    ,
    Chao Xu
    ,
    Bo Zhang
    ,
    Botian Shi
    ,
    Zhongying Tu
    ,
    Conghui He
  31. OpenMLDB: A Real-Time Relational Data Feature Computation System for Online ML
    SIGMOD 2025 ·
    Xuanhe Zhou
    ,
    Wei Zhou
    ,
    Liguo Qi
    ,
    Hao Zhang
    ,
    Dihao Chen
    ,
    Bingsheng He
    ,
    Mian Lu
    ,
    Guoliang Li
    , Fan Wu,
    Yuqiang Chen
  32. Optimizing the Battery-Swapping Problem in Urban E-Bike Systems with Reinforcement Learning
    IJCAI 2025 ·
    Wenjing Li
    ,
    Zhao Li
    ,
    Xuanwu Liu
    ,
    Ruihao Zhu
    ,
    Zhenzhe Zheng
    , Fan Wu
  33. PARROT: A Benchmark for Evaluating LLMs in Cross-System SQL Translation
    NeurIPS 2025 ·
    Wei Zhou
    ,
    Guoliang Li
    ,
    Haoyu Wang
    ,
    Yuxing Han
    ,
    Xufei Wu
    , Fan Wu,
    Xuanhe Zhou
  34. Personalized Language Model Learning on Text Data Without User Identifiers
    SIGKDD 2025 ·
    Yucheng Ding
    ,
    Yangwenjian Tan
    ,
    Xiangyu Liu
    ,
    Chaoyue Niu
    ,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Ning Liu
    , Fan Wu,
    Guihai Chen
  35. Pre³: Enabling Deterministic Pushdown Automata for Faster Structured LLM Generation
    ACL 2025 ·
    Junyi Chen
    ,
    Shihao Bai
    ,
    Zaijun Wang
    ,
    Siyu Wu
    ,
    Chuheng Du
    ,
    Hailong Yang
    ,
    Ruihao Gong
    ,
    Shengzhong Liu
    , Fan Wu,
    Guihai Chen
  36. Prices Do Matter: Modeling Price Competitiveness for Online Hotel Industry
    SIGKDD 2025 ·
    Ruitao Zhu
    ,
    Wendong Xiao
    ,
    Yao Yu
    ,
    Yangsu Liu
    ,
    Zhenzhe Zheng
    ,
    Shuqi Zhang
    ,
    Dong Li
    , Fan Wu
  37. Querier-Aware LLM: Generating Personalized Responses to the Same Query from Different Queriers
    CIKM 2025 ·
    Hang Zeng
    ,
    Chaoyue Niu
    , Fan Wu,
    Chengfei Lv
    ,
    Guihai Chen
  38. RAGRouter: Learning to Route Queries to Multiple Retrieval-Augmented Language Models
    NeurIPS 2025 ·
    Jiarui Zhang
    ,
    Xiangyu Liu
    ,
    Yong Hu
    ,
    Chaoyue Niu
    , Fan Wu,
    Guihai Chen
  39. Robust Data-Driven Auction Design
    SIGKDD 2025 ·
    Qilong Lin
    ,
    Yangsu Liu
    ,
    Dagui Chen
    ,
    Zhenzhe Zheng
    ,
    Jian Xu
    ,
    Bo Zheng
    , Fan Wu,
    Guihai Chen
  40. ST-Raptor: LLM-Powered Semi-Structured Table Question Answering
    SIGMOD 2025 ·
    Zirui Tang
    ,
    Boyu Niu
    ,
    Xuanhe Zhou
    ,
    Boxiu Li
    ,
    Wei Zhou
    ,
    Jiannan Wang
    ,
    Guoliang Li
    ,
    Xinyi Zhang
    , Fan Wu
  41. BiKT: Enabling Bidirectional Knowledge Transfer Between Pretrained Models and Sequential Downstream Tasks
    EMNLP 2024 ·
    Hang Zeng
    ,
    Chaoyue Niu
    , Fan Wu,
    Shaojie Tang
    ,
    Leihao Pei
    ,
    Chengfei Lv
    ,
    Guihai Chen
  42. Enhancing On-Device LLM Inference with Historical Cloud-Based LLM Interactions
    SIGKDD 2024 ·
    Yucheng Ding
    ,
    Chaoyue Niu
    , Fan Wu,
    Shaojie Tang
    ,
    Chengfei Lyu
    ,
    Guihai Chen
  43. G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection
    AAAI 2024 · Fan Wu,
    Jinling Gao
    ,
    Lanqing Hong
    ,
    Xinbing Wang
    ,
    Chenghu Zhou
    ,
    Nanyang Ye
  44. Preventing Strategic Behaviors in Collaborative Inference for Vertical Federated Learning
    SIGKDD 2024 ·
    Yidan Xing
    ,
    Zhenzhe Zheng
    , Fan Wu
  45. Robust Auto-Bidding Strategies for Online Advertising
    SIGKDD 2024 ·
    Qilong Lin
    ,
    Zhenzhe Zheng
    , Fan Wu
  46. Towards Efficient Auction Design with ROI Constraints
    AAMAS 2024 ·
    Xinyu Tang
    ,
    Hongtao Lv
    ,
    Yingjie Gao
    , Fan Wu,
    Lei Liu
    ,
    Lizhen Cui
  47. Trajectory-wise Iterative Reinforcement Learning Framework for Auto-bidding
    WWW 2024 ·
    Haoming Li
    ,
    Yusen Huo
    ,
    Shuai Dou
    ,
    Zhenzhe Zheng
    ,
    Zhilin Zhang
    ,
    Chuan Yu
    ,
    Jian Xu
    , Fan Wu
  48. Truthful Bandit Mechanisms for Repeated Two-stage Ad Auctions
    SIGKDD 2024 ·
    Haoming Li
    ,
    Yumou Liu
    ,
    Zhenzhe Zheng
    ,
    Zhilin Zhang
    ,
    Jian Xu
    , Fan Wu
  49. VIGC: Visual Instruction Generation and Correction
    AAAI 2024 ·
    Bin Wang
    , Fan Wu,
    Xiao Han
    ,
    Jiahui Peng
    ,
    Huaping Zhong
    ,
    Pan Zhang
    ,
    Xiaoyi Dong
    ,
    Weijia Li
    ,
    Wei Li
    ,
    Jiaqi Wang
    ,
    Conghui He