PPaperPicks

Ye Yuan

Beijing Institute of Technology, China

61 papers at tracked venues · 58 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0247-9866 ↗Homepage ↗

Venues

ICDE ×19VLDB ×14NeurIPS ×6SIGMOD ×6ACM MM ×4ACL ×2ICML ×2AAAI ×1CIKM ×1CVPR ×1ECML-PKDD ×1ICLR ×1IROS ×1SIGKDD ×1WWW ×1

Frequent coauthors

Guoren Wang
×46
Chengliang Chai
×16
Lei Cao
×14
Yuhao Deng
×10
Changsheng Li
×10
Zhiwei Zhang
×9
Yuping Wang
×7
Bo Tang
×6
Kaisen Jin
×5
Qin Yuan
×5
Zhenyu Wen
×5
Nan Tang
×5

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. ConvD: Attention Enhanced Dynamic Convolutional Embeddings for Knowledge Graph Completion (Extended Abstract)
    ICDE 2026 ·
    Wenbin Guo
    ,
    Zhao Li
    ,
    Xin Wang
    ,
    Zirui Chen
    ,
    Jun Zhao
    ,
    Jianxin Li
    , Ye Yuan
  3. 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
  4. 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
  5. Efficient Neural-Symbolic Data System via Multi-Agent Collaboration
    ICDE 2026 · Ye Yuan,
    Bo Tang
    ,
    Zhaojing Luo
    ,
    Boyang Li
    ,
    Renjie Liu
    ,
    Zhilang Wei
  6. Lightweight 2-Hop Labels for Reachability Queries on Large-Scale Graphs
    ICDE 2026 ·
    Yishu Wang
    ,
    Jinlong Chu
    , Ye Yuan,
    Yu Gu
    ,
    Lianpeng Qiao
  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. 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
  9. Backdoor Attacks on Graph Classification via Data Augmentation and Dynamic Poisoning
    ECML-PKDD 2025 ·
    Yadong Wang
    ,
    Zhiwei Zhang
    ,
    Pengpeng Qiao
    , Ye Yuan,
    Guoren Wang
  10. 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
  11. Counting Cohesive Subgraphs with Hereditary Properties
    WWW 2025 ·
    Rong-Hua Li
    ,
    Xiaowei Ye
    ,
    Fusheng Jin
    ,
    Yu-Ping Wang
    , Ye Yuan,
    Guoren Wang
  12. CrossEM: A Prompt Tuning Framework for Cross-Modal Entity Matching
    ICDE 2025 ·
    Qin Yuan
    , Ye Yuan,
    Zhenyu Wen
    ,
    Chi Chen
    ,
    Guoren Wang
  13. CrossETR: A Semantic-Driven Framework for Entity Matching Across Images and Graph
    ICDE 2025 ·
    Qin Yuan
    ,
    Zhenyu Wen
    ,
    Jiaxu Qian
    , Ye Yuan,
    Guoren Wang
  14. 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
  15. 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
  16. 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
  17. Efficient Maximum Fair Clique Search Over Large Networks
    ICDE 2025 ·
    Qi Zhang
    ,
    Rong-Hua Li
    ,
    Zifan Zheng
    ,
    Hongchao Qin
    , Ye Yuan,
    Guoren Wang
  18. Errata for "CGgraph: An Ultra-fast Graph Processing System on Modern Commodity CPU-GPU Co-processor"
    VLDB 2025 ·
    Pengjie Cui
    ,
    Haotian Liu
    ,
    Bo Tang
    , Ye Yuan
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. Nezha: An Efficient Distributed Graph Processing System on Heterogeneous Hardware
    SIGMOD 2025 ·
    Pengjie Cui
    ,
    Haotian Liu
    ,
    Dong Jiang
    ,
    Bo Tang
    , Ye Yuan
  25. Open3DSearch: Zero-Shot Precise Retrieval of 3D Shapes Using Text Descriptions
    ACM MM 2025 ·
    Xiong Li
    ,
    Yikang Yan
    ,
    Zhenyu Wen
    ,
    Qin Yuan
    ,
    Fangda Guo
    ,
    Zhen Hong
    , Ye Yuan
  26. Prompt Tuning In a Compact Attribute Space
    AAAI 2025 ·
    Shiyu Hou
    ,
    Tianfei Zhou
    ,
    Shuai Zhang
    , Ye Yuan,
    Guoren Wang
  27. 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
  28. 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
  29. 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
  30. Truss Decomposition in Hypergraphs
    VLDB 2025 ·
    Hongchao Qin
    ,
    Guang Zeng
    ,
    Ronghua Li
    ,
    Longlong Lin
    , Ye Yuan,
    Guoren Wang
  31. 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
  32. VideoRFT: Incentivizing Video Reasoning Capability in MLLMs via Reinforced Fine-Tuning
    NeurIPS 2025 ·
    Qi (Cheems) Wang
    ,
    Yanrui Yu
    , Ye Yuan,
    Rui Mao
    ,
    Tianfei Zhou
  33. Across Images and Graphs for Question Answering
    ICDE 2024 ·
    Zhenyu Wen
    ,
    Jiaxu Qian
    ,
    Bin Qian
    ,
    Qin Yuan
    ,
    Jianbin Qin
    ,
    Qi Xuan
    , Ye Yuan
  34. Attributed Network Embedding in Streaming Style
    ICDE 2024 ·
    Anbiao Wu
    , Ye Yuan,
    Changsheng Li
    ,
    Yuliang Ma
    ,
    Hao Zhang
  35. 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
  36. Authenticated Subgraph Matching in Hybrid-Storage Blockchains
    ICDE 2024 ·
    Siyu Li
    ,
    Zhiwei Zhang
    ,
    Meihui Zhang
    , Ye Yuan,
    Guoren Wang
  37. AutoGraph: Enabling Visual Context via Graph Alignment in Open Domain Multi-Modal Dialogue Generation
    ACM MM 2024 ·
    Deji Zhao
    ,
    Donghong Han
    , Ye Yuan,
    Bo Ning
    ,
    Mengxiang Li
    ,
    Zhongjiang He
    ,
    Shuangyong Song
  38. CGgraph: An Ultra-fast Graph Processing System on Modern Commodity CPU-GPU Co-processor
    VLDB 2024 ·
    Pengjie Cui
    ,
    Haotian Liu
    ,
    Bo Tang
    , Ye Yuan
  39. Cooperative Global Path Planning for Multiple Platforms
    ICDE 2024 ·
    Xiaoxi Cui
    ,
    Yurong Cheng
    ,
    Siyi Zhang
    , Ye Yuan,
    Guoren Wang
  40. 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
  41. 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
  42. EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction
    ICML 2024 ·
    Yang Zhang
    ,
    Zhewei Wei
    , Ye Yuan,
    Chongxuan Li
    ,
    Wenbing Huang
  43. 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
  44. Feed: Towards Personalization-Effective Federated Learning
    ICDE 2024 ·
    Pengpeng Qiao
    ,
    Kangfei Zhao
    ,
    Bei Bi
    ,
    Zhiwei Zhang
    , Ye Yuan,
    Guoren Wang
  45. GShop: Towards Flexible Pricing for Graph Statistics
    ICDE 2024 ·
    Chen Chen
    , Ye Yuan,
    Zhenyu Wen
    ,
    Yu-Ping Wang
    ,
    Guoren Wang
  46. 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
  47. ITPNet: Towards Instantaneous Trajectory Prediction for Autonomous Driving
    SIGKDD 2024 ·
    Rongqing Li
    ,
    Changsheng Li
    ,
    Yuhang Li
    ,
    Hanjie Li
    ,
    Yi Chen
    , Ye Yuan,
    Guoren Wang
  48. 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
  49. Keypoint-based Progressive Chain-of-Thought Distillation for LLMs
    ICML 2024 ·
    Kaituo Feng
    ,
    Changsheng Li
    ,
    Xiaolu Zhang
    ,
    Jun Zhou
    , Ye Yuan,
    Guoren Wang
  50. 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
  51. Label Constrained Reachability Queries on Time Dependent Graphs
    ICDE 2024 ·
    Yishu Wang
    ,
    Jinlong Chu
    , Ye Yuan,
    Yu Gu
    ,
    Hangxu Ji
    ,
    Hao Zhang
  52. 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
  53. 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
  54. 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
  55. 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
  56. Multivariate Time Series Cleaning under Speed Constraints
    SIGMOD 2024 ·
    Aoqian Zhang
    ,
    Zexue Wu
    ,
    Yifeng Gong
    , Ye Yuan,
    Guoren Wang
  57. 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
  58. Privacy-Enhanced Database Synthesis for Benchmark Publishing
    VLDB 2024 ·
    Yunqing Ge
    ,
    Jianbin Qin
    ,
    Shuyuan Zheng
    ,
    Yongrui Zhong
    ,
    Bo Tang
    ,
    Yu-Xuan Qiu
    ,
    Rui Mao
    , Ye Yuan,
    Makoto Onizuka
    ,
    Chuan Xiao
  59. 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
  60. Separation Is for Better Reunion: Data Lake Storage at Huawei
    ICDE 2024 ·
    Xin Tang
    ,
    Chengliang Chai
    ,
    Dawei Zhao
    ,
    Haohai Ma
    ,
    Yong Zheng
    ,
    Zhenyong Fan
    ,
    Xin Wu
    ,
    Jiaquan Zhang
    ,
    Rui Zhang
    ,
    Duanshun Li
    ,
    Yi He
    ,
    Keji Huang
    ,
    Guangbin Meng
    ,
    Yidong Wang
    ,
    Yuefeng Zhou
    ,
    Tao Tao
    ,
    Lirong Jian
    ,
    Jiwu Shu
    ,
    Yuping Wang
    , Ye Yuan,
    Guoren Wang
    ,
    Guoliang Li
  61. nsDB: Architecting the Next Generation Database by Integrating Neural and Symbolic Systems (Vision)
    VLDB 2024 · Ye Yuan,
    Bo Tang
    ,
    Tianfei Zhou
    ,
    Zhiwei Zhang
    ,
    Jianbin Qin