PPaperPicks

Jianliang Xu

Hong Kong Baptist University, Hong Kong

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

DBLP profile ↗ORCID 0000-0001-9404-5848 ↗Google Scholar ↗Homepage ↗

Venues

ICDE ×19SIGMOD ×11VLDB ×10SIGKDD ×4CIKM ×2NeurIPS ×2AAAI ×1ACL ×1SIGIR ×1

Frequent coauthors

Xin Huang
×11
Haibo Hu
×11
Byron Choi
×8
Qingqing Ye
×7
Cheng Xu
×5
Renchi Yang
×5
Jiaxin Jiang
×4
Haoran Zheng
×4
Sen Zhang
×4
Qing Liu
×4
Sourav S. Bhowmick
×4
Tsz Nam Chan
×3

Papers

  1. A Fast, Versatile, and User-Friendly Plugin for Kernel Density Analysis
    ICDE 2026 ·
    Tsz Nam Chan
    ,
    Bojian Zhu
    ,
    Leong Hou U
    ,
    Dingming Wu
    ,
    Wei Tu
    , Jianliang Xu
  2. ABFlow: Alert Bursting Flow Query in Streaming Temporal Flow Networks
    SIGMOD 2026 ·
    Yunxiang Zhao
    ,
    Lyu Xu
    ,
    Jiaxin Jiang
    ,
    Byron Choi
    , Jianliang Xu,
    Bingsheng He
  3. BAMG: A Block-Aware Monotonic Graph Index for Disk-Based Approximate Nearest Neighbor Search
    ICDE 2026 ·
    Huiling Li
    ,
    Xin Huang
    ,
    Byron Choi
    , Jianliang Xu
  4. Balancing Global and Local: Representative Sampling for Large-Scale Vector Data
    SIGMOD 2026 ·
    Zheng Wu
    ,
    Yitong Song
    ,
    Xuliang Zhu
    ,
    Huiling Li
    , Jianliang Xu,
    Xin Huang
  5. Cole ${ }{+}$: Towards Practical Column-Based Learned Storage for Blockchain Systems
    ICDE 2026 ·
    Ce Zhang
    ,
    Cheng Xu
    ,
    Haibo Hu
    , Jianliang Xu
  6. Communication-efficient Federated Graph Classification via Generative Diffusion Modeling
    SIGKDD 2026 ·
    Xiuling Wang
    ,
    Xin Huang
    ,
    Haibo Hu
    , Jianliang Xu
  7. Cross-Contrastive Clustering for Multimodal Attributed Graphs with Dual Graph Filtering
    SIGKDD 2026 ·
    Haoran Zheng
    ,
    Renchi Yang
    ,
    Hongtao Wang
    , Jianliang Xu
  8. Demonstration of GICS: A User-friendly Interactive Community Search System Over Graphs
    SIGMOD 2026 ·
    Longxu Sun
    ,
    Xin Huang
    ,
    Jiannan Wang
    , Jianliang Xu
  9. HIRE: A Hybrid Learned Index for Robust and Efficient Performance under Mixed Workloads
    SIGMOD 2026 ·
    Xinyi Zhang
    ,
    Liang Liang
    ,
    Anastasia Ailamaki
    , Jianliang Xu
  10. MOCHI: Motif-Based Community Search Over Large Heterogeneous Information Networks
    ICDE 2026 ·
    Yuhan Zhou
    ,
    Qing Liu
    ,
    Xin Huang
    , Jianliang Xu,
    Yunjun Gao
  11. OBELISK: Efficient Offline Query Planning with Bayesian Optimization-Informed Language Model Reasoning
    VLDB 2026 ·
    Zhicheng Pan
    ,
    Wenwen Sun
    ,
    Yuanjia Zhang
    ,
    Terence Purcell
    ,
    Yu Dong
    ,
    Chengcheng Yang
    ,
    Rong Zhang
    ,
    Xuan Zhou
    , Jianliang Xu
  12. Rethinking Message Passing Neural Networks with Diffusion Distance-guided Stress Majorization
    SIGKDD 2026 ·
    Haoran Zheng
    ,
    Renchi Yang
    ,
    Yubo Zhou
    , Jianliang Xu
  13. Vector Search for the Future: From Memory-Resident, Static Heterogeneous Storage, to Cloud-Native Architectures
    SIGMOD 2026 ·
    Yitong Song
    ,
    Xuanhe Zhou
    ,
    Christian S. Jensen
    , Jianliang Xu
  14. "Yes, My LoRD." Guiding Language Model Extraction with Locality Reinforced Distillation
    ACL 2025 ·
    Zi Liang
    ,
    Qingqing Ye
    ,
    Yanyun Wang
    ,
    Sen Zhang
    ,
    Yaxin Xiao
    ,
    Ronghua Li
    , Jianliang Xu,
    Haibo Hu
  15. A Flexible Framework for Query-oriented Interactive Community Search
    VLDB 2025 ·
    Longxu Sun
    ,
    Xin Huang
    ,
    Jiannan Wang
    , Jianliang Xu
  16. A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks
    AAAI 2025 ·
    Haoyang Li
    ,
    Li Bai
    ,
    Qingqing Ye
    ,
    Haibo Hu
    ,
    Yaxin Xiao
    ,
    Huadi Zheng
    , Jianliang Xu
  17. A Workload-Aware Encrypted Index for Efficient Privacy-Preserving Range Queries
    VLDB 2025 ·
    Dong Wang
    ,
    Ningning Cui
    ,
    Jianxin Li
    ,
    Jianzhong Qi
    , Jianliang Xu,
    Hui Lu
  18. Accelerating D-Core Maintenance over Dynamic Directed Graphs
    ICDE 2025 ·
    Xuankun Liao
    ,
    Qing Liu
    ,
    Jiaxin Jiang
    ,
    Byron Choi
    ,
    Bingsheng He
    , Jianliang Xu
  19. Adaptive Local Clustering Over Attributed Graphs
    ICDE 2025 ·
    Haoran Zheng
    ,
    Renchi Yang
    , Jianliang Xu
  20. AdvSGM: Differentially Private Graph Learning via Adversarial Skip-Gram Model
    ICDE 2025 ·
    Sen Zhang
    ,
    Qingqing Ye
    ,
    Haibo Hu
    , Jianliang Xu
  21. Authenticating Multi-Chain Queries: Verifiable Virtual Filesystem Is All You Need
    SIGMOD 2025 ·
    Haixin Wang
    ,
    Cheng Xu
    ,
    Ce Zhang
    ,
    Haibo Hu
    ,
    Shikun Tian
    ,
    Shenglong Chen
    ,
    Ying Yan
    , Jianliang Xu
  22. Bursting Flow Query on Large Temporal Flow Networks
    SIGMOD 2025 ·
    Lyu Xu
    ,
    Jiaxin Jiang
    ,
    Byron Choi
    , Jianliang Xu,
    Bingsheng He
  23. Cequel: Cost-Effective Querying of Large Language Models for Text Clustering
    CIKM 2025 ·
    Hongtao Wang
    ,
    Taiyan Zhang
    ,
    Renchi Yang
    , Jianliang Xu
  24. Computing Shapley Values in Preference Queries
    ICDE 2025 ·
    Jiayao Zhang
    ,
    Chirong Zhang
    ,
    Jian Pei
    ,
    Xuan Luo
    , Jianliang Xu,
    Jinfei Liu
  25. Effective Task Assignment in Mobility Prediction-Aware Spatial Crowdsourcing
    ICDE 2025 ·
    Huiling Li
    ,
    Yafei Li
    ,
    Wei Chen
    ,
    Shuo He
    ,
    Mingliang Xu
    , Jianliang Xu
  26. LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration
    VLDB 2025 ·
    Yukun Cao
    ,
    Zengyi Gao
    ,
    Zhiyang Li
    ,
    Xike Xie
    ,
    S. Kevin Zhou
    , Jianliang Xu
  27. Large-Scale Spatiotemporal Kernel Density Visualization
    ICDE 2025 ·
    Tsz Nam Chan
    ,
    Pak Lon Ip
    ,
    Bojian Zhu
    ,
    Leong Hou U
    ,
    Dingming Wu
    , Jianliang Xu,
    Christian S. Jensen
  28. PrivDPR: Synthetic Graph Publishing with Deep PageRank under Differential Privacy
    SIGKDD 2025 ·
    Sen Zhang
    ,
    Haibo Hu
    ,
    Qingqing Ye
    , Jianliang Xu
  29. SAFT: Structure-aware Transformers for Textual Interaction Classification
    SIGIR 2025 ·
    Hongtao Wang
    ,
    Renchi Yang
    ,
    Hewen Wang
    ,
    Haoran Zheng
    , Jianliang Xu
  30. SDD: Shape-aware Data-driven Attention Mechanism for Time Series Analysis
    CIKM 2025 ·
    Yanyun Cao
    ,
    Rundong Zuo
    ,
    Rui Cao
    ,
    Byron Choi
    , Jianliang Xu,
    Sourav S. Bhowmick
  31. SWIFT: Enabling Large-Scale Temporal Graph Learning on a Single Machine
    SIGMOD 2025 ·
    Rui Guo
    ,
    Zezhong Ding
    ,
    Xike Xie
    , Jianliang Xu
  32. Synergetic Community Search over Large Multilayer Graphs
    VLDB 2025 ·
    Chengyang Luo
    ,
    Qing Liu
    ,
    Yunjun Gao
    , Jianliang Xu
  33. Toward Efficient Inference Attacks: Shadow Model Sharing via Mixture-of-Experts
    NeurIPS 2025 ·
    Li Bai
    ,
    Qingqing Ye
    ,
    Xinwei Zhang
    ,
    Sen Zhang
    ,
    Zi Liang
    , Jianliang Xu,
    Haibo Hu
  34. Towards Dynamic Boolean Range Query Over Hybrid-Storage Blockchains: A Secure and Reliably Verifiable Framework
    ICDE 2025 ·
    Ningning Cui
    ,
    Dong Wang
    ,
    Jianxin Li
    ,
    Huaijie Zhu
    ,
    Xiaochun Yang
    , Jianliang Xu
  35. Virus Infection Attack on LLMs: Your Poisoning Can Spread "VIA" Synthetic Data
    NeurIPS 2025 ·
    Zi Liang
    ,
    Qingqing Ye
    ,
    Xuan Liu
    ,
    Yanyun Wang
    , Jianliang Xu,
    Haibo Hu
  36. leSAX Index: A Learned SAX Representation Index for Time Series Similarity Search
    ICDE 2025 ·
    Guozhong Li
    ,
    Byron Choi
    ,
    Rundong Zuo
    ,
    Sourav S. Bhowmick
    , Jianliang Xu
  37. Adaptive Truss Maximization on Large Graphs: A Minimum Cut Approach
    ICDE 2024 ·
    Zitan Sun
    ,
    Xin Huang
    ,
    Chengzhi Piao
    ,
    Cheng Long
    , Jianliang Xu
  38. Catcher: A Cache Analysis System for Top-k Pub/Sub Service
    VLDB 2024 ·
    Baolong Mei
    ,
    Yafei Li
    ,
    Wei Chen
    ,
    Linshen Luan
    ,
    Guanglei Zhu
    ,
    Yuanyuan Jin
    , Jianliang Xu
  39. ChatGraph: Chat with Your Graphs
    ICDE 2024 ·
    Yun Peng
    ,
    Sen Lin
    ,
    Qian Chen
    ,
    Shaowei Wang
    ,
    Lyu Xu
    ,
    Xiaojun Ren
    ,
    Yafei Li
    , Jianliang Xu
  40. DARKER: Efficient Transformer with Data-driven Attention Mechanism for Time Series
    VLDB 2024 ·
    Rundong Zuo
    ,
    Guozhong Li
    ,
    Rui Cao
    ,
    Byron Choi
    , Jianliang Xu,
    Sourav S. Bhowmick
  41. DKWS: A Distributed System for Keyword Search on Massive Graphs (Extended Abstract)
    ICDE 2024 ·
    Jiaxin Jiang
    ,
    Byron Choi
    ,
    Xin Huang
    , Jianliang Xu,
    Sourav S. Bhowmick
  42. Differentially Private Graph Neural Networks for Link Prediction
    ICDE 2024 ·
    Xun Ran
    ,
    Qingqing Ye
    ,
    Haibo Hu
    ,
    Xin Huang
    , Jianliang Xu,
    Jie Fu
  43. Efficient Cross-layer Community Search in Large Multilayer Graphs
    ICDE 2024 ·
    Longxu Sun
    ,
    Xin Huang
    ,
    Zheng Wu
    , Jianliang Xu
  44. Enabling Efficient, Verifiable, and Secure Conjunctive Keyword Search in Hybrid-Storage Blockchains
    ICDE 2024 ·
    Ningning Cui
    ,
    Dong Wang
    ,
    Jianxin Li
    ,
    Huaijie Zhu
    ,
    Xiaochun Yang
    , Jianliang Xu,
    Jie Cui
    ,
    Hong Zhong
  45. Fast Shapley Value Computation in Data Assemblage Tasks as Cooperative Simple Games
    SIGMOD 2024 ·
    Xuan Luo
    ,
    Jian Pei
    ,
    Cheng Xu
    ,
    Wenjie Zhang
    , Jianliang Xu
  46. FedKNN: Secure Federated k-Nearest Neighbor Search
    SIGMOD 2024 ·
    Xinyi Zhang
    ,
    Qichen Wang
    ,
    Cheng Xu
    ,
    Yun Peng
    , Jianliang Xu
  47. Interactive Graph Search for Multiple Targets on DAGs
    VLDB 2024 ·
    Zheng Wu
    ,
    Xuliang Zhu
    ,
    Yixiang Fang
    , Jianliang Xu,
    Xin Huang
  48. LION: Fast and High-Resolution Network Kernel Density Visualization
    VLDB 2024 ·
    Tsz Nam Chan
    ,
    Rui Zang
    ,
    Bojian Zhu
    ,
    Leong Hou U
    ,
    Dingming Wu
    , Jianliang Xu
  49. MCR-Tree: An Efficient Index for Multi-dimensional Core Search
    SIGMOD 2024 ·
    Chengyang Luo
    ,
    Yifan Zhu
    ,
    Qing Liu
    ,
    Yunjun Gao
    ,
    Lu Chen
    , Jianliang Xu
  50. Truss-based Community Search over Streaming Directed Graphs
    VLDB 2024 ·
    Xuankun Liao
    ,
    Qing Liu
    ,
    Xin Huang
    , Jianliang Xu
  51. V2FS : A Verifiable Virtual Filesystem for Multi-Chain Query Authentication
    ICDE 2024 ·
    Haixin Wang
    ,
    Cheng Xu
    ,
    Xiaojie Chen
    ,
    Ce Zhang
    ,
    Haibo Hu
    ,
    Shikun Tian
    ,
    Ying Yan
    , Jianliang Xu