PPaperPicks

Guoren Wang

Beijing Institute of Technology, School of Computer Science & Technology, Beijing, China

86 papers at tracked venues · 79 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0181-8379 ↗Google Scholar ↗Homepage ↗

Venues

ICDE ×21VLDB ×17SIGMOD ×16NeurIPS ×7WWW ×5CIKM ×4AAAI ×3ACL ×2ACM MM ×2ICML ×2SIGKDD ×2COLT ×1CVPR ×1ECML-PKDD ×1ICLR ×1IROS ×1

Frequent coauthors

Ye Yuan
×46
Rong-Hua Li
×39
Chengliang Chai
×16
Xunkai Li
×15
Lei Cao
×14
Yuhao Deng
×10
Hongchao Qin
×10
Zhengyu Wu
×9
Meihao Liao
×9
Changsheng Li
×9
Zhiwei Zhang
×8
Yuping Wang
×7

Papers

  1. BRIEF: Bi-level Coreset Selection for Efficient Instruction Tuning in LLMs
    VLDB 2026 ·
    Chaoyuan Shen
    ,
    Chi Zhang
    ,
    Chengliang Chai
    ,
    Jiacheng Wang
    ,
    Jia Yuan
    ,
    Yuping Wang
    ,
    Ye Yuan
    , Guoren Wang,
    Lei Cao
  2. DORA: A Dual-Objective Reinforcement Learning Framework for Effective and Efficient Multimodal Agentic Search
    ACL 2026 ·
    Guangming Qin
    ,
    Yuhao Deng
    ,
    Yukun Zhao
    ,
    Zhenyang Li
    ,
    Junfeng Wang
    ,
    Dawei Yin
    ,
    Ye Yuan
    , Guoren Wang,
    Yizhou Yan
    ,
    Chengliang Chai
    ,
    Lei Cao
  3. Demystifying Uncertainty in LLMs: Active Calibration between Concepts and Human Evaluations
    ACL 2026 ·
    Pengqi Li
    ,
    Lizhong Ding
    ,
    Zhehao Zhou
    ,
    Chunhui Zhang
    ,
    Jiarun Fu
    ,
    Hao Li
    ,
    Ye Yuan
    , Guoren Wang
  4. PAGE: A Unified Approach for Federated Graph Unlearning
    AAAI 2026 ·
    Yuming Ai
    ,
    Xunkai Li
    ,
    Jiaqi Chao
    ,
    Bowen Fan
    ,
    Zhengyu Wu
    ,
    Yinlin Zhu
    ,
    Rong-Hua Li
    , Guoren Wang
  5. Querying Historical $k$-Dense Subgraphs on Temporal Graphs
    ICDE 2026 ·
    Qi Zhang
    ,
    Yalong Zhang
    ,
    Rong-Hua Li
    ,
    Xu-Cheng Yin
    , Guoren Wang
  6. Theoretically and Practically Efficient Resistance Distance Computation on Large Graphs
    VLDB 2026 ·
    Yichun Yang
    ,
    Longlong Lin
    ,
    Rong-Hua Li
    ,
    Meihao Liao
    , Guoren Wang
  7. Unstructured Data Analysis using LLMs: A Comprehensive Benchmark
    VLDB 2026 ·
    Qiyan Deng
    ,
    Jianhui Li
    ,
    Chengliang Chai
    ,
    Ye Yuan
    ,
    Jinqi Liu
    ,
    Junzhi She
    ,
    Kaisen Jin
    ,
    Zhaoze Sun
    ,
    Yuhao Deng
    ,
    Jia Yuan
    ,
    Yuping Wang
    ,
    Xu Zhou
    , Guoren Wang,
    Lei Cao
  8. Unveiling the Vulnerability of Graph-LLMs: An Interpretable Multi-Dimensional Adversarial Attack on TAGs
    WWW 2026 ·
    Bowen Fan
    ,
    Zhilin Guo
    ,
    Xunkai Li
    ,
    Yihan Zhou
    ,
    Bing Zhou
    ,
    Zhenjun Li
    ,
    Rong-Hua Li
    , Guoren Wang
  9. Aquila: A High-Concurrency System for Incremental Graph Query
    VLDB 2025 ·
    Ziqi Zou
    ,
    Hao Zhang
    ,
    Jiaxin Yao
    ,
    Kangfei Zhao
    ,
    Zhiwei Zhang
    ,
    Sen Gao
    ,
    Jingpeng Hao
    ,
    Ye Yuan
    , Guoren Wang
  10. Backdoor Attacks on Graph Classification via Data Augmentation and Dynamic Poisoning
    ECML-PKDD 2025 ·
    Yadong Wang
    ,
    Zhiwei Zhang
    ,
    Pengpeng Qiao
    ,
    Ye Yuan
    , Guoren Wang
  11. Budgeted Strong Community Search in Heterogeneous Graphs
    SIGMOD 2025 ·
    Wentong Zhang
    ,
    Kaiyu Feng
    ,
    Lanting Fang
    ,
    Junghoon Kim
    ,
    Kaibo Zhang
    ,
    Dahee Kim
    ,
    Shuliang Wang
    ,
    Ye Yuan
    , Guoren Wang
  12. Counting Cohesive Subgraphs with Hereditary Properties
    WWW 2025 ·
    Rong-Hua Li
    ,
    Xiaowei Ye
    ,
    Fusheng Jin
    ,
    Yu-Ping Wang
    ,
    Ye Yuan
    , Guoren Wang
  13. CrossEM: A Prompt Tuning Framework for Cross-Modal Entity Matching
    ICDE 2025 ·
    Qin Yuan
    ,
    Ye Yuan
    ,
    Zhenyu Wen
    ,
    Chi Chen
    , Guoren Wang
  14. CrossETR: A Semantic-Driven Framework for Entity Matching Across Images and Graph
    ICDE 2025 ·
    Qin Yuan
    ,
    Zhenyu Wen
    ,
    Jiaxu Qian
    ,
    Ye Yuan
    , Guoren Wang
  15. Density Decomposition of Bipartite Graphs
    SIGMOD 2025 ·
    Yalong Zhang
    ,
    Rong-Hua Li
    ,
    Qi Zhang
    ,
    Hongchao Qin
    ,
    Lu Qin
    , Guoren Wang
  16. DiRW: Path-Aware Digraph Learning for Heterophily
    CIKM 2025 ·
    Daohan Su
    ,
    Xunkai Li
    ,
    Zhenjun Li
    ,
    Yinping Liao
    ,
    Rong-Hua Li
    , Guoren Wang
  17. DocDB: A Database for Unstructured Document Analysis
    VLDB 2025 ·
    Zequn Li
    ,
    Yuanhao Zhong
    ,
    Chengliang Chai
    ,
    Zhaoze Sun
    ,
    Yuhao Deng
    ,
    Ye Yuan
    , Guoren Wang,
    Lei Cao
  18. Doctopus: A System for Budget-aware Structural Data Extraction from Unstructured Documents
    SIGMOD 2025 ·
    Yuanhao Zhong
    ,
    Yuhao Deng
    ,
    Chengliang Chai
    ,
    Ruixin Gu
    ,
    Ye Yuan
    , Guoren Wang,
    Lei Cao
  19. Doctopus: Budget-aware Structural Table Extraction from Unstructured Documents
    VLDB 2025 ·
    Chengliang Chai
    ,
    Jiajun Li
    ,
    Yuhao Deng
    ,
    Yuanhao Zhong
    ,
    Ye Yuan
    , Guoren Wang,
    Lei Cao
  20. Efficient Exact Resistance Distance Computation on Small-Treewidth Graphs: A Labelling Approach
    SIGMOD 2025 ·
    Meihao Liao
    ,
    Yueyang Pan
    ,
    Rong-Hua Li
    , Guoren Wang
  21. Efficient Index Maintenance for Effective Resistance Computation on Evolving Graphs
    SIGMOD 2025 ·
    Meihao Liao
    ,
    Cheng Li
    ,
    Rong-Hua Li
    , Guoren Wang
  22. Efficient Maximum Fair Clique Search Over Large Networks
    ICDE 2025 ·
    Qi Zhang
    ,
    Rong-Hua Li
    ,
    Zifan Zheng
    ,
    Hongchao Qin
    ,
    Ye Yuan
    , Guoren Wang
  23. Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint?
    NeurIPS 2025 ·
    Xi Chen
    ,
    Kaituo Feng
    ,
    Changsheng Li
    ,
    Xunhao Lai
    ,
    Xiangyu Yue
    ,
    Ye Yuan
    , Guoren Wang
  24. Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity
    NeurIPS 2025 ·
    Pengqi Li
    ,
    Lizhong Ding
    ,
    Jiarun Fu
    ,
    Chunhui Zhang
    , Guoren Wang,
    Ye Yuan
  25. GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments
    NeurIPS 2025 ·
    Enjun Du
    ,
    Xunkai Li
    ,
    Tian Jin
    ,
    Zhihan Zhang
    ,
    Rong-Hua Li
    , Guoren Wang
  26. Handling Label Noise via Instance-Level Difficulty Modeling and Dynamic Optimization
    NeurIPS 2025 ·
    Kuan Zhang
    ,
    Chengliang Chai
    ,
    Jingzhe Xu
    ,
    Chi Zhang
    ,
    Han Han
    ,
    Ye Yuan
    , Guoren Wang,
    Lei Cao
  27. Harnessing Diversity for Important Data Selection in Pretraining Large Language Models
    ICLR 2025 ·
    Chi Zhang
    ,
    Huaping Zhong
    ,
    Kuan Zhang
    ,
    Chengliang Chai
    ,
    Rui Wang
    ,
    Xinlin Zhuang
    ,
    Tianyi Bai
    ,
    Jiantao Qiu
    ,
    Lei Cao
    ,
    Ju Fan
    ,
    Ye Yuan
    , Guoren Wang,
    Conghui He
  28. Improved Algorithms for Effective Resistance Computation on Graphs
    COLT 2025 ·
    Yichun Yang
    ,
    Ronghua Li
    ,
    Meihao Liao
    , Guoren Wang
  29. Integral Densest Subgraph Search on Directed Graphs
    SIGMOD 2025 ·
    Yalong Zhang
    ,
    Rong-Hua Li
    ,
    Longlong Lin
    ,
    Qi Zhang
    ,
    Lu Qin
    , Guoren Wang
  30. Lava: Language Driven Scalable and Versatile Traffic Video Analytics
    ACM MM 2025 ·
    Yanrui Yu
    ,
    Tianfei Zhou
    ,
    Jiaxin Sun
    ,
    Lianpeng Qiao
    ,
    Lizhong Ding
    ,
    Ye Yuan
    , Guoren Wang
  31. Motivation-Aware Session Planning over Heterogeneous Social Platforms
    WWW 2025 ·
    Chengkun He
    ,
    Xiangmin Zhou
    ,
    Yurong Cheng
    ,
    Jie Shao
    , Guoren Wang,
    Iqbal Gondal
    ,
    Zahir Tari
  32. One Index for All: Towards Efficient Personalized PageRank Computation for Every Damping Factor
    SIGMOD 2025 ·
    Junjie Zhou
    ,
    Meihao Liao
    ,
    Rong-Hua Li
    ,
    Longlong Lin
    , Guoren Wang
  33. OpenFGL: A Comprehensive Benchmark for Federated Graph Learning
    VLDB 2025 ·
    Xunkai Li
    ,
    Yinlin Zhu
    ,
    Boyang Pang
    ,
    Guochen Yan
    ,
    Yeyu Yan
    ,
    Zening Li
    ,
    Zhengyu Wu
    ,
    Wentao Zhang
    ,
    Ronghua Li
    , Guoren Wang
  34. OpenGU: A Comprehensive Benchmark for Graph Unlearning
    NeurIPS 2025 ·
    Bowen Fan
    ,
    Yuming Ai
    ,
    Xunkai Li
    ,
    Zhilin Guo
    ,
    Lei Zhu
    ,
    Guang Zeng
    ,
    Rong-Hua Li
    , Guoren Wang
  35. Prompt Tuning In a Compact Attribute Space
    AAAI 2025 ·
    Shiyu Hou
    ,
    Tianfei Zhou
    ,
    Shuai Zhang
    ,
    Ye Yuan
    , Guoren Wang
  36. QUEST: Query Optimization in Unstructured Document Analysis
    VLDB 2025 ·
    Zhaoze Sun
    ,
    Chengliang Chai
    ,
    Qiyan Deng
    ,
    Kaisen Jin
    ,
    Xinyu Guo
    ,
    Han Han
    ,
    Ye Yuan
    , Guoren Wang,
    Lei Cao
  37. QaVA: Query-Aware Video Analysis Framework Based on Data Access Pattern
    ICDE 2025 ·
    Tianxiong Zhong
    ,
    Zhiwei Zhang
    ,
    Yihang Fu
    ,
    Guo Lu
    ,
    Ye Yuan
    , Guoren Wang
  38. Rethinking Client-oriented Federated Graph Learning
    CIKM 2025 ·
    Zekai Chen
    ,
    Xunkai Li
    ,
    Yinlin Zhu
    ,
    Rong-Hua Li
    , Guoren Wang
  39. Scaling Up k-Clique Percolation Community Detection
    SIGMOD 2025 ·
    Yue Zeng
    ,
    Miao Qiao
    ,
    Rong-Hua Li
    ,
    Hongchao Qin
    , Guoren Wang
  40. The Power of Core Clique Removal for Exact Clique Enumeration
    SIGMOD 2025 ·
    Xiaowei Ye
    ,
    Rong-Hua Li
    , Guoren Wang
  41. Theoretically and Practically Efficient Maximum Biclique Search
    SIGMOD 2025 ·
    Qiangqiang Dai
    ,
    Rong-Hua Li
    ,
    Lianpeng Qiao
    ,
    Donghang Cui
    , Guoren Wang
  42. Toward Data-centric Directed Graph Learning: An Entropy-driven Approach
    ICML 2025 ·
    Xunkai Li
    ,
    Zhengyu Wu
    ,
    Kaichi Yu
    ,
    Hongchao Qin
    ,
    Guang Zeng
    ,
    Rong-Hua Li
    , Guoren Wang
  43. Toward Effective Digraph Representation Learning: A Magnetic Adaptive Propagation based Approach
    WWW 2025 ·
    Xunkai Li
    ,
    Daohan Su
    ,
    Zhengyu Wu
    ,
    Guang Zeng
    ,
    Hongchao Qin
    ,
    Rong-Hua Li
    , Guoren Wang
  44. Towards Multi-Table Learning: A Novel Paradigm for Complementarity Quantification and Integration
    NeurIPS 2025 ·
    Junyu Zhang
    ,
    Lizhong Ding
    ,
    Minghong Zhang
    ,
    Ye Yuan
    ,
    Xingcan Li
    ,
    Pengqi Li
    ,
    Tihang Xi
    , Guoren Wang,
    Changsheng Li
  45. Truss Decomposition in Hypergraphs
    VLDB 2025 ·
    Hongchao Qin
    ,
    Guang Zeng
    ,
    Ronghua Li
    ,
    Longlong Lin
    ,
    Ye Yuan
    , Guoren Wang
  46. Two Birds with One Stone: Efficient Deep Learning over Mislabeled Data through Subset Selection
    SIGMOD 2025 ·
    Yuhao Deng
    ,
    Chengliang Chai
    ,
    Kaisen Jin
    ,
    Linan Zheng
    ,
    Lei Cao
    ,
    Ye Yuan
    , Guoren Wang
  47. AdaFGL: A New Paradigm for Federated Node Classification with Topology Heterogeneity
    ICDE 2024 ·
    Xunkai Li
    ,
    Zhengyu Wu
    ,
    Wentao Zhang
    ,
    Henan Sun
    ,
    Rong-Hua Li
    , Guoren Wang
  48. Approximate Anchored Densest Subgraph Search on Large Static and Dynamic Graphs
    VLDB 2024 ·
    Qi Zhang
    ,
    Yalong Zhang
    ,
    Ronghua Li
    , Guoren Wang
  49. Authenticated Keyword Search on Large-Scale Graphs in Hybrid-Storage Blockchains
    ICDE 2024 ·
    Siyu Li
    ,
    Zhiwei Zhang
    ,
    Jiang Xiao
    ,
    Meihui Zhang
    ,
    Ye Yuan
    , Guoren Wang
  50. Authenticated Subgraph Matching in Hybrid-Storage Blockchains
    ICDE 2024 ·
    Siyu Li
    ,
    Zhiwei Zhang
    ,
    Meihui Zhang
    ,
    Ye Yuan
    , Guoren Wang
  51. Breaking the Entanglement of Homophily and Heterophily in Semi-supervised Node Classification
    ICDE 2024 ·
    Henan Sun
    ,
    Xunkai Li
    ,
    Zhengyu Wu
    ,
    Daohan Su
    ,
    Rong-Hua Li
    , Guoren Wang
  52. Cooperative Global Path Planning for Multiple Platforms
    ICDE 2024 ·
    Xiaoxi Cui
    ,
    Yurong Cheng
    ,
    Siyi Zhang
    ,
    Ye Yuan
    , Guoren Wang
  53. Cross Online Ride-Sharing for Multiple-Platform Cooperations in Spatial Crowdsourcing
    ICDE 2024 ·
    Yurong Cheng
    ,
    Zhaohe Liao
    ,
    Xiaosong Huang
    ,
    Yi Yang
    ,
    Xiangmin Zhou
    ,
    Ye Yuan
    , Guoren Wang
  54. Efficient Algorithms for Density Decomposition on Large Static and Dynamic Graphs
    VLDB 2024 ·
    Yalong Zhang
    ,
    Ronghua Li
    ,
    Qi Zhang
    ,
    Hongchao Qin
    , Guoren Wang
  55. Efficient Algorithms for Pseudoarboricity Computation in Large Static and Dynamic Graphs
    VLDB 2024 ·
    Yalong Zhang
    ,
    Ronghua Li
    ,
    Qi Zhang
    ,
    Hongchao Qin
    ,
    Lu Qin
    , Guoren Wang
  56. Efficient Community Search in Edge-Attributed Graphs (Extended Abstract)
    ICDE 2024 ·
    Ling Li
    ,
    Yuhai Zhao
    ,
    Siqiang Luo
    , Guoren Wang,
    Zhengkui Wang
  57. Efficient Maximal Biplex Enumerations with Improved Worst-Case Time Guarantee
    SIGMOD 2024 ·
    Qiangqiang Dai
    ,
    Rong-Hua Li
    ,
    Donghang Cui
    ,
    Meihao Liao
    ,
    Yu-Xuan Qiu
    , Guoren Wang
  58. Efficient Partial Order Based Transaction Processing for Permissioned Blockchains
    ICDE 2024 ·
    Shuai Zhao
    ,
    Zhiwei Zhang
    ,
    Junkai Wang
    ,
    Ye Yuan
    ,
    Meihui Zhang
    , Guoren Wang,
    Jiang Xiao
  59. Efficient and Effective Anchored Densest Subgraph Search: A Convex-programming based Approach
    SIGKDD 2024 ·
    Xiaowei Ye
    ,
    Rong-Hua Li
    ,
    Lei Liang
    ,
    Zhizhen Liu
    ,
    Longlong Lin
    , Guoren Wang
  60. Efficient and Provable Effective Resistance Computation on Large Graphs: An Index-based Approach
    SIGMOD 2024 ·
    Meihao Liao
    ,
    Junjie Zhou
    ,
    Rong-Hua Li
    ,
    Qiangqiang Dai
    ,
    Hongyang Chen
    , Guoren Wang
  61. FDNet: Feature Decoupling Framework for Trajectory Prediction
    IROS 2024 ·
    Yuhang Li
    ,
    Changsheng Li
    ,
    Baoyu Fan
    ,
    Rongqing Li
    ,
    Ziyue Zhang
    ,
    Dongchun Ren
    ,
    Ye Yuan
    , Guoren Wang
  62. Feed: Towards Personalization-Effective Federated Learning
    ICDE 2024 ·
    Pengpeng Qiao
    ,
    Kangfei Zhao
    ,
    Bei Bi
    ,
    Zhiwei Zhang
    ,
    Ye Yuan
    , Guoren Wang
  63. GShop: Towards Flexible Pricing for Graph Statistics
    ICDE 2024 ·
    Chen Chen
    ,
    Ye Yuan
    ,
    Zhenyu Wen
    ,
    Yu-Ping Wang
    , Guoren Wang
  64. I/O Efficient Max-Truss Computation in Large Static and Dynamic Graphs
    ICDE 2024 ·
    Jiaqi Jiang
    ,
    Qi Zhang
    ,
    Rong-Hua Li
    ,
    Qiangqiang Dai
    , Guoren Wang
  65. IDE: A System for Iterative Mislabel Detection
    SIGMOD 2024 ·
    Yuhao Deng
    ,
    Qiyan Deng
    ,
    Chengliang Chai
    ,
    Lei Cao
    ,
    Nan Tang
    ,
    Ju Fan
    ,
    Jiayi Wang
    ,
    Ye Yuan
    , Guoren Wang
  66. ITPNet: Towards Instantaneous Trajectory Prediction for Autonomous Driving
    SIGKDD 2024 ·
    Rongqing Li
    ,
    Changsheng Li
    ,
    Yuhang Li
    ,
    Hanjie Li
    ,
    Yi Chen
    ,
    Ye Yuan
    , Guoren Wang
  67. Importance-aware Shared Parameter Subspace Learning for Domain Incremental Learning
    ACM MM 2024 ·
    Shiye Wang
    ,
    Changsheng Li
    ,
    Jialin Tang
    ,
    Xing Gong
    ,
    Ye Yuan
    , Guoren Wang
  68. Keypoint-based Progressive Chain-of-Thought Distillation for LLMs
    ICML 2024 ·
    Kaituo Feng
    ,
    Changsheng Li
    ,
    Xiaolu Zhang
    ,
    Jun Zhou
    ,
    Ye Yuan
    , Guoren Wang
  69. LaKD: Length-agnostic Knowledge Distillation for Trajectory Prediction with Any Length Observations
    NeurIPS 2024 ·
    Yuhang Li
    ,
    Changsheng Li
    ,
    Ruilin Lv
    ,
    Rongqing Li
    ,
    Ye Yuan
    , Guoren Wang
  70. LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes
    VLDB 2024 ·
    Yuhao Deng
    ,
    Chengliang Chai
    ,
    Lei Cao
    ,
    Qin Yuan
    ,
    Siyuan Chen
    ,
    Yanrui Yu
    ,
    Zhaoze Sun
    ,
    Junyi Wang
    ,
    Jiajun Li
    ,
    Ziqi Cao
    ,
    Kaisen Jin
    ,
    Chi Zhang
    ,
    Yuqing Jiang
    ,
    Yuanfang Zhang
    ,
    Yuping Wang
    ,
    Ye Yuan
    , Guoren Wang,
    Nan Tang
  71. LakeCompass: An End-to-End System for Table Maintenance, Search and Analysis in Data Lakes
    VLDB 2024 ·
    Chengliang Chai
    ,
    Yuhao Deng
    ,
    Yutong Zhan
    ,
    Ziqi Cao
    ,
    Yuanfang Zhang
    ,
    Lei Cao
    ,
    Yu-Ping Wang
    ,
    Zhiwei Zhang
    ,
    Ye Yuan
    , Guoren Wang,
    Nan Tang
  72. LightDiC: A Simple yet Effective Approach for Large-scale Digraph Representation Learning
    VLDB 2024 ·
    Xunkai Li
    ,
    Meihao Liao
    ,
    Zhengyu Wu
    ,
    Daohan Su
    ,
    Wentao Zhang
    ,
    Ronghua Li
    , Guoren Wang
  73. Maximal Biclique Enumeration: A Prefix Tree Based Approach
    ICDE 2024 ·
    Jiujian Chen
    ,
    Kai Wang
    ,
    Ronghua Li
    ,
    Hongchao Qin
    ,
    Xuemin Lin
    , Guoren Wang
  74. Mining Quasi-Periodic Communities in Temporal Network
    ICDE 2024 ·
    Yue Zeng
    ,
    Hongchao Qin
    ,
    Rong-Hua Li
    ,
    Kai Wang
    , Guoren Wang,
    Xuemin Lin
  75. MisDetect: Iterative Mislabel Detection using Early Loss
    VLDB 2024 ·
    Yuhao Deng
    ,
    Chengliang Chai
    ,
    Lei Cao
    ,
    Nan Tang
    ,
    Jiayi Wang
    ,
    Ju Fan
    ,
    Ye Yuan
    , Guoren Wang
  76. Mitigating Data Scarcity in Supervised Machine Learning Through Reinforcement Learning Guided Data Generation
    ICDE 2024 ·
    Chengliang Chai
    ,
    Kaisen Jin
    ,
    Nan Tang
    ,
    Ju Fan
    ,
    Lianpeng Qiao
    ,
    Yuping Wang
    ,
    Yuyu Luo
    ,
    Ye Yuan
    , Guoren Wang
  77. Multivariate Time Series Cleaning under Speed Constraints
    SIGMOD 2024 ·
    Aoqian Zhang
    ,
    Zexue Wu
    ,
    Yifeng Gong
    ,
    Ye Yuan
    , Guoren Wang
  78. On the Road to Portability: Compressing End-to-End Motion Planner for Autonomous Driving
    CVPR 2024 ·
    Kaituo Feng
    ,
    Changsheng Li
    ,
    Dongchun Ren
    ,
    Ye Yuan
    , Guoren Wang
  79. Privacy-Preserving Graph Embedding based on Local Differential Privacy
    CIKM 2024 ·
    Zening Li
    ,
    Rong-Hua Li
    ,
    Meihao Liao
    ,
    Fusheng Jin
    , Guoren Wang
  80. RL-ISLAP: A Reinforcement Learning Framework for Industrial-Scale Linear Assignment Problems at Alipay
    CIKM 2024 ·
    Hanjie Li
    ,
    Yue Ning
    ,
    Yang Bao
    ,
    Changsheng Li
    ,
    Boxiao Chen
    ,
    Xingyu Lu
    ,
    Ye Yuan
    , Guoren Wang
  81. Rethinking Node-wise Propagation for Large-scale Graph Learning
    WWW 2024 ·
    Xunkai Li
    ,
    Jingyuan Ma
    ,
    Zhengyu Wu
    ,
    Daohan Su
    ,
    Wentao Zhang
    ,
    Rong-Hua Li
    , Guoren Wang
  82. Self-Training GNN-based Community Search in Large Attributed Heterogeneous Information Networks
    ICDE 2024 ·
    Yuan Li
    ,
    Xiuxu Chen
    ,
    Yuhai Zhao
    ,
    Wen Shan
    ,
    Zhengkui Wang
    ,
    Guoli Yang
    , Guoren Wang
  83. Separation Is for Better Reunion: Data Lake Storage at Huawei
    ICDE 2024 ·
    Xin Tang
    ,
    Chengliang Chai
    ,
    Dawei Zhao
    ,
    Haohai Ma
    ,
    Yong Zheng
    ,
    Zhenyong Fan
    ,
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