PPaperPicks

Ge Yu

Northeastern University, School of Computer Science and Engineering, Shenyang, China

61 papers at tracked venues · 53 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Yu Gu
×35
Zhenghao Liu
×28
Yanfeng Zhang
×21
Yukun Yan
×19
Shuo Wang
×13
Maosong Sun
×11
Xinze Li
×10
Minghe Yu
×9
Qiange Wang
×9
Zhiyuan Liu
×8
Xin Ai
×8
Zulong Chen
×7

Papers

  1. C2graph: A Compression-Collaboration Algorithm for CPU-GPU Hybrid Weighted Graph Traversals
    ICDE 2026 ·
    Ning Wang
    ,
    Huaibei Li
    ,
    Shen Su
    ,
    Yu Gu
    , Ge Yu,
    Zhigang Wang
    ,
    Dawei Zhao
    ,
    Hui Lu
    ,
    Zhihong Tian
  2. Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization
    ACL 2026 ·
    Shaohua Duan
    ,
    Pengcheng Huang
    ,
    Xinze Li
    ,
    Zhenghao Liu
    ,
    Xiaoyuan Yi
    ,
    Yukun Yan
    ,
    Shuo Wang
    ,
    Yu Gu
    , Ge Yu,
    Maosong Sun
  3. Enhancing Long-Chain Reasoning Distillation through Error-Aware Self-Reflection
    ACL 2026 ·
    Zhuoyang Wu
    ,
    Xinze Li
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Zhiyuan Liu
    ,
    Minghe Yu
    ,
    Cheng Yang
    ,
    Yu Gu
    , Ge Yu,
    Maosong Sun
  4. FastGNAS: Accelerating and Scaling Graph Neural Architecture Search on Multi-GPUs via Ring-Based Model Migration
    SIGMOD 2026 ·
    Zhen Song
    ,
    Hao Li
    ,
    Tianyi Li
    ,
    Yu Gu
    ,
    Yushuai Li
    ,
    Yanfeng Zhang
    ,
    Christian S. Jensen
    ,
    Lizhen Cui
    , Ge Yu
  5. GeoLayer: Towards Low-Latency and Cost-Efficient Geo-Distributed Graph Stores with Layered Graph
    ICDE 2026 ·
    Feng Yao
    ,
    Xiaokang Yang
    ,
    Shufeng Gong
    ,
    Song Yu
    ,
    Yanfeng Zhang
    , Ge Yu
  6. HqeKV: Towards Hybrid Quantization and Eviction for KV Cache in Long-Context LLM Inference
    ACL 2026 ·
    He Wang
    ,
    Yu Gu
    ,
    Fangfang Li
    ,
    Zhigang Wang
    ,
    Zhenghao Liu
    ,
    Ning Wang
    ,
    Xiaohua Li
    , Ge Yu
  7. LISRec: Modeling User Preferences with Learned Item Shortcuts for Sequential Recommendation
    SIGKDD 2026 ·
    Haidong Xin
    ,
    Zhenghao Liu
    ,
    Sen Mei
    ,
    Yukun Yan
    ,
    Shi Yu
    ,
    Shuo Wang
    ,
    Zulong Chen
    ,
    Yu Gu
    , Ge Yu,
    Chenyan Xiong
  8. Lang2Act: Fine-Grained Visual Reasoning through Self-Emergent Linguistic Toolchains
    ACL 2026 ·
    Yuqi Xiong
    ,
    Chunyi Peng
    ,
    Zhipeng Xu
    ,
    Zhenghao Liu
    ,
    Zulong Chen
    ,
    Yukun Yan
    ,
    Shuo Wang
    ,
    Yu Gu
    , Ge Yu
  9. Leveraging LLM and Multiscale Knowledge States to Improve Knowledge Tracing in Programming Tasks
    WWW 2026 ·
    Mingxing Shao
    ,
    Tiancheng Zhang
    ,
    Yifang Yin
    ,
    Wenhui Wu
    ,
    Zikai Li
    ,
    Minghe Yu
    ,
    Fangling Leng
    , Ge Yu
  10. Long-Chain Reasoning Distillation via Adaptive Prefix Alignment
    ACL 2026 ·
    Zhenghao Liu
    ,
    Zhuoyang Wu
    ,
    Xinze Li
    ,
    Yukun Yan
    ,
    Shuo Wang
    ,
    Zulong Chen
    ,
    Yu Gu
    , Ge Yu,
    Maosong Sun
  11. MetaMem: Evolving Meta-Memory for Knowledge Utilization through Self-Reflective Symbolic Optimization
    ACL 2026 ·
    Haidong Xin
    ,
    Xinze Li
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Shuo Wang
    ,
    Cheng Yang
    ,
    Yu Gu
    , Ge Yu,
    Maosong Sun
  12. Mitigating Judgment Preference Bias in Large Language Models through Group-Based Polling
    ACL 2026 ·
    Shuliang Liu
    ,
    Zhipeng Xu
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Minghe Yu
    ,
    Yu Gu
    ,
    Chong Chen
    ,
    Huiyuan Xie
    , Ge Yu
  13. Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation
    SIGIR 2026 ·
    Chunyi Peng
    ,
    Zhipeng Xu
    ,
    Zhenghao Liu
    ,
    Yishan Li
    ,
    Yukun Yan
    ,
    Shuo Wang
    ,
    Yu Gu
    ,
    Minghe Yu
    , Ge Yu,
    Maosong Sun
  14. Multimodal Knowledge Graph Completion via Relation-Aware Negative Sampling with Diffusion-based Interpolation
    VLDB 2026 ·
    Qian Ma
    ,
    Linfei Dai
    ,
    Zhongming Yao
    ,
    Yu Gu
    ,
    Tianyi Li
    ,
    Christian S. Jensen
    , Ge Yu
  15. PAT: Towards Transaction Routing with Page Affinity in Shared-Cache Databases
    ICDE 2026 ·
    Zhongqin Tan
    ,
    Haoyuan Zhang
    ,
    Yanfeng Zhang
    ,
    Zeshun Peng
    ,
    Weixing Zhou
    ,
    Jinyu Zhang
    ,
    Yang Ren
    ,
    Guoliang Li
    , Ge Yu
  16. ReAlign: Optimizing the Visual Document Retriever with Reasoning-Guided Fine-Grained Alignment
    SIGIR 2026 ·
    Hao Yang
    ,
    Yifan Ji
    ,
    Zhipeng Xu
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Zulong Chen
    ,
    Shuo Wang
    ,
    Yu Gu
    , Ge Yu
  17. Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation
    ACL 2026 ·
    Haonan Shangguan
    ,
    Xiaocui Yang
    ,
    Shi Feng
    ,
    Daling Wang
    ,
    Yifei Zhang
    ,
    Feiliang Ren
    , Ge Yu
  18. Revealing the Attention Floating Mechanism in Masked Diffusion Models
    ACL 2026 ·
    Xin Dai
    ,
    Pengcheng Huang
    ,
    Zhenghao Liu
    ,
    Shuo Wang
    ,
    Yukun Yan
    ,
    Chaojun Xiao
    ,
    Yu Gu
    , Ge Yu,
    Maosong Sun
  19. S²KT: Modeling Uncertainty in Knowledge Tracing via Semantic-aware Structured Gaussian Distributions
    WWW 2026 ·
    Wenhui Wu
    ,
    Tiancheng Zhang
    ,
    Hengyu Liu
    ,
    Lun Du
    ,
    Zikai Li
    ,
    Mingxing Shao
    ,
    Minghe Yu
    ,
    Yifang Yin
    , Ge Yu
  20. ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling
    EACL 2026 ·
    Zhipeng Xu
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Shuo Wang
    ,
    Shi Yu
    ,
    Zheni Zeng
    ,
    Chaojun Xiao
    ,
    Zhiyuan Liu
    , Ge Yu,
    Chenyan Xiong
  21. Towards Efficient and Effective Diffusion Language Model Inference via Semantic-Aware Adaptive Denoising
    ACL 2026 ·
    Fan Li
    ,
    Yu Gu
    ,
    Zhigang Wang
    ,
    Fangling Leng
    ,
    Zhenghao Liu
    , Ge Yu
  22. UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents
    ACL 2026 ·
    Yifan Ji
    ,
    Zhipeng Xu
    ,
    Zhenghao Liu
    ,
    Zulong Chen
    ,
    Qian Zhang
    ,
    Zhibo Yang
    ,
    Junyang Lin
    ,
    Yu Gu
    , Ge Yu,
    Maosong Sun
  23. A Topology-Aware Localized Update Strategy for Graph-Based ANN Index
    VLDB 2025 ·
    Song Yu
    ,
    Shengyuan Lin
    ,
    Shufeng Gong
    ,
    Yongqing Xie
    ,
    Ruicheng Liu
    ,
    Yijie Zhou
    ,
    Ji Sun
    ,
    Yanfeng Zhang
    ,
    Guoliang Li
    , Ge Yu
  24. Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts
    ACM MM 2025 ·
    Zhenghao Liu
    ,
    Xingsheng Zhu
    ,
    Tianshuo Zhou
    ,
    Xinyi Zhang
    ,
    Xiaoyuan Yi
    ,
    Yukun Yan
    , Ge Yu,
    Maosong Sun
  25. COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis
    NAACL 2025 ·
    Weiqing Yang
    ,
    Hanbin Wang
    ,
    Zhenghao Liu
    ,
    Xinze Li
    ,
    Yukun Yan
    ,
    Shuo Wang
    ,
    Yu Gu
    ,
    Minghe Yu
    ,
    Zhiyuan Liu
    , Ge Yu
  26. Concurrency Control as a Service
    VLDB 2025 ·
    Weixing Zhou
    ,
    Yanfeng Zhang
    ,
    Xinji Zhou
    ,
    Zhiyou Wang
    ,
    Zeshun Peng
    ,
    Yang Ren
    ,
    Sihao Li
    ,
    Huanchen Zhang
    ,
    Guoliang Li
    , Ge Yu
  27. DepCache: A KV Cache Management Framework for GraphRAG with Dependency Attention
    SIGMOD 2025 ·
    Hao Yuan
    ,
    Xin Ai
    ,
    Qiange Wang
    ,
    Peizheng Li
    ,
    Jiayang Yu
    ,
    Chaoyi Chen
    ,
    Xinbo Yang
    ,
    Yanfeng Zhang
    ,
    Zhenbo Fu
    ,
    Yingyou Wen
    , Ge Yu
  28. Efficient Graph Data Access for Out-of-Memory GPU Streaming Graph Processing
    VLDB 2025 ·
    Qiange Wang
    ,
    Yongze Yan
    ,
    Hongshi Tan
    ,
    Cheng Chen
    ,
    Cheng Zhao
    ,
    Jiaming Tian
    ,
    Jiaxin Jiang
    ,
    Xiaoliang Cong
    ,
    Yanfeng Zhang
    , Ge Yu,
    Weng-Fai Wong
    ,
    Bingsheng He
  29. Enhancing the Patent Matching Capability of Large Language Models via the Memory Graph
    SIGIR 2025 ·
    Qiushi Xiong
    ,
    Zhipeng Xu
    ,
    Zhenghao Liu
    ,
    Mengjia Wang
    ,
    Zulong Chen
    ,
    Yue Sun
    ,
    Yu Gu
    ,
    Xiaohua Li
    , Ge Yu
  30. ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance
    EMNLP 2025 ·
    Sijia Yao
    ,
    Pengcheng Huang
    ,
    Zhenghao Liu
    ,
    Yu Gu
    ,
    Yukun Yan
    ,
    Shi Yu
    , Ge Yu
  31. Hierarchical Gradient-Based Genetic Sampling for Accurate Prediction of Biological Oscillations
    AAAI 2025 ·
    Heng Rao
    ,
    Yu Gu
    ,
    Jason Zipeng Zhang
    , Ge Yu,
    Yang Cao
    ,
    Minghan Chen
  32. Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models
    ACL 2025 ·
    Shuliang Liu
    ,
    Xinze Li
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Cheng Yang
    ,
    Zheni Zeng
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
    , Ge Yu
  33. LBMKGC: Large Model-Driven Balanced Multimodal Knowledge Graph Completion
    NeurIPS 2025 ·
    Yuan Guo
    ,
    Qian Ma
    ,
    Hui Li
    ,
    Qiao Ning
    ,
    Furui Zhan
    ,
    Yu Gu
    , Ge Yu,
    Shikai Guo
  34. LeadFairRec: LLM-enhanced Discriminative Counterfactual Debiasing for Two-sided Fairness in Recommendation
    CIKM 2025 ·
    Yimin Hou
    ,
    Yue Kou
    ,
    Derong Shen
    ,
    Xiangmin Zhou
    ,
    Dong Li
    ,
    Tiezheng Nie
    , Ge Yu
  35. Leveraging Student Profiles and the Mamba Framework to Enhance Knowledge Tracing
    ECML-PKDD 2025 ·
    Mingxing Shao
    ,
    Tiancheng Zhang
    ,
    Minghe Yu
    ,
    Zhenghao Liu
    ,
    Yifang Yin
    ,
    Hengyu Liu
    , Ge Yu
  36. MassBFT: Fast and Scalable Geo-Distributed Byzantine Fault-Tolerant Consensus
    ICDE 2025 ·
    Zeshun Peng
    ,
    Yanfeng Zhang
    ,
    Tinghao Feng
    ,
    Weixing Zhou
    ,
    Xiaohua Li
    , Ge Yu
  37. MeMoTune: A Measure and Moment-Driven Fine-Tuning Framework for Quantized Large Language Models
    ACL 2025 ·
    Yun Zhang
    ,
    Xue Geng
    ,
    Lizi Liao
    ,
    Jintong Sun
    ,
    Minghe Yu
    , Ge Yu
  38. NeutronCloud: Resource-Aware Distributed GNN Training in Fluctuating Cloud Environments
    VLDB 2025 ·
    Mingyi Cao
    ,
    Chunyu Cao
    ,
    Yanfeng Zhang
    ,
    Zhenbo Fu
    ,
    Xin Ai
    ,
    Qiange Wang
    ,
    Yu Gu
    , Ge Yu
  39. NeutronHeter: Optimizing Distributed Graph Neural Network Training for Heterogeneous Clusters
    SIGMOD 2025 ·
    Chunyu Cao
    ,
    Xin Ai
    ,
    Qiange Wang
    ,
    Yanfeng Zhang
    ,
    Zhenbo Fu
    ,
    Hao Yuan
    ,
    Mingyi Cao
    ,
    Chaoyi Chen
    ,
    Yingyou Wen
    ,
    Yu Gu
    , Ge Yu
  40. NeutronRAG: Towards Understanding the Effectiveness of RAG from a Data Retrieval Perspective
    SIGMOD 2025 ·
    Peizheng Li
    ,
    Chaoyi Chen
    ,
    Hao Yuan
    ,
    Zhenbo Fu
    ,
    Hang Shen
    ,
    Xinbo Yang
    ,
    Qiange Wang
    ,
    Xin Ai
    ,
    Yanfeng Zhang
    ,
    Yingyou Wen
    , Ge Yu
  41. NeutronTask: Scalable and Efficient Multi-GPU GNN Training with Task Parallelism
    VLDB 2025 ·
    Zhenbo Fu
    ,
    Xin Ai
    ,
    Qiange Wang
    ,
    Yanfeng Zhang
    ,
    Shizhan Lu
    ,
    Chaoyi Chen
    ,
    Chunyu Cao
    ,
    Hao Yuan
    ,
    Zhewei Wei
    ,
    Yu Gu
    ,
    Yingyou Wen
    , Ge Yu
  42. ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation
    NeurIPS 2025 ·
    Pengcheng Huang
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Haiyan Zhao
    ,
    Xiaoyuan Yi
    ,
    Hao Chen
    ,
    Zhiyuan Liu
    ,
    Maosong Sun
    ,
    Tong Xiao
    , Ge Yu,
    Chenyan Xiong
  43. Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency
    IJCAI 2025 ·
    Fan Li
    ,
    Tiancheng Zhang
    ,
    Yifang Yin
    ,
    Minghe Yu
    ,
    Mengxiang Wang
    , Ge Yu
  44. RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards
    ICLR 2025 ·
    Xinze Li
    ,
    Sen Mei
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Shuo Wang
    ,
    Shi Yu
    ,
    Zheni Zeng
    ,
    Hao Chen
    , Ge Yu,
    Zhiyuan Liu
    ,
    Maosong Sun
    ,
    Chenyan Xiong
  45. RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts
    ACL 2025 ·
    Mingyan Wu
    ,
    Zhenghao Liu
    ,
    Yukun Yan
    ,
    Xinze Li
    ,
    Shi Yu
    ,
    Zheni Zeng
    ,
    Yu Gu
    , Ge Yu
  46. ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization
    EMNLP 2025 ·
    Zhensheng Jin
    ,
    Xinze Li
    ,
    Yifan Ji
    ,
    Chunyi Peng
    ,
    Zhenghao Liu
    ,
    Qi Shi
    ,
    Yukun Yan
    ,
    Shuo Wang
    ,
    Furong Peng
    , Ge Yu
  47. SWASH: A Flexible Communication Framework with Sliding Window-Based Cache Sharing for Scalable DGNN Training
    SIGMOD 2025 ·
    Zhen Song
    ,
    Yu Gu
    ,
    Tianyi Li
    ,
    Yushuai Li
    ,
    Qing Sun
    ,
    Yanfeng Zhang
    ,
    Christian S. Jensen
    , Ge Yu
  48. Chameleon: Towards Update-Efficient Learned Indexing for Locally Skewed Data
    ICDE 2024 ·
    Na Guo
    ,
    Yaqi Wang
    ,
    Wenli Sun
    ,
    Yu Gu
    ,
    Jianzhong Qi
    ,
    Zhenghao Liu
    ,
    Xiufeng Xia
    , Ge Yu
  49. Comprehensive Evaluation of GNN Training Systems: A Data Management Perspective
    VLDB 2024 ·
    Hao Yuan
    ,
    Yajiong Liu
    ,
    Yanfeng Zhang
    ,
    Xin Ai
    ,
    Qiange Wang
    ,
    Chaoyi Chen
    ,
    Yu Gu
    , Ge Yu
  50. DynaHB: A Communication-Avoiding Asynchronous Distributed Framework with Hybrid Batches for Dynamic GNN Training
    VLDB 2024 ·
    Zhen Song
    ,
    Yu Gu
    ,
    Qing Sun
    ,
    Tianyi Li
    ,
    Yanfeng Zhang
    ,
    Yushuai Li
    ,
    Christian S. Jensen
    , Ge Yu
  51. Enhancing Deep Entity Resolution with Integrated Blocker-Matcher Training: Balancing Consensus and Discrepancy
    CIKM 2024 ·
    Wenzhou Dou
    ,
    Derong Shen
    ,
    Xiangmin Zhou
    ,
    Hui Bai
    ,
    Yue Kou
    ,
    Tiezheng Nie
    ,
    Hang Cui
    , Ge Yu
  52. Fast Iterative Graph Computing with Updated Neighbor States
    ICDE 2024 ·
    Yijie Zhou
    ,
    Shufeng Gong
    ,
    Feng Yao
    ,
    Hanzhang Chen
    ,
    Song Yu
    ,
    Pengxi Liu
    ,
    Yanfeng Zhang
    , Ge Yu,
    Jeffrey Xu Yu
  53. GastCoCo: Graph Storage and Coroutine-Based Prefetch Co-Design for Dynamic Graph Processing
    VLDB 2024 ·
    Hongfu Li
    ,
    Qian Tao
    ,
    Song Yu
    ,
    Shufeng Gong
    ,
    Yanfeng Zhang
    ,
    Feng Yao
    ,
    Wenyuan Yu
    , Ge Yu,
    Jingren Zhou
  54. INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair
    ACL 2024 ·
    Hanbin Wang
    ,
    Zhenghao Liu
    ,
    Shuo Wang
    ,
    Ganqu Cui
    ,
    Ning Ding
    ,
    Zhiyuan Liu
    , Ge Yu
  55. LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR
    SIGMOD 2024 ·
    Song Yu
    ,
    Shufeng Gong
    ,
    Qian Tao
    ,
    Sijie Shen
    ,
    Yanfeng Zhang
    ,
    Wenyuan Yu
    ,
    Pengxi Liu
    ,
    Zhixin Zhang
    ,
    Hongfu Li
    ,
    Xiaojian Luo
    , Ge Yu,
    Jingren Zhou
  56. LTPG: Large-Batch Transaction Processing on GPUs with Deterministic Concurrency Control
    ICDE 2024 ·
    Jianpeng Wei
    ,
    Yu Gu
    ,
    Tianyi Li
    ,
    Jianzhong Qi
    ,
    Chuanwen Li
    ,
    Yanfeng Zhang
    ,
    Christian S. Jensen
    , Ge Yu
  57. MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin
    ACL 2024 ·
    Tianshuo Zhou
    ,
    Sen Mei
    ,
    Xinze Li
    ,
    Zhenghao Liu
    ,
    Chenyan Xiong
    ,
    Zhiyuan Liu
    ,
    Yu Gu
    , Ge Yu
  58. Modeling User Viewing Flow using Large Language Models for Article Recommendation
    WWW 2024 ·
    Zhenghao Liu
    ,
    Zulong Chen
    ,
    Moufeng Zhang
    ,
    Shaoyang Duan
    ,
    Hong Wen
    ,
    Liangyue Li
    ,
    Nan Li
    ,
    Yu Gu
    , Ge Yu
  59. NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU Heterogeneous Environments
    VLDB 2024 ·
    Xin Ai
    ,
    Qiange Wang
    ,
    Chunyu Cao
    ,
    Yanfeng Zhang
    ,
    Chaoyi Chen
    ,
    Hao Yuan
    ,
    Yu Gu
    , Ge Yu
  60. NeutronTP: Load-Balanced Distributed Full-Graph GNN Training with Tensor Parallelism
    VLDB 2024 ·
    Xin Ai
    ,
    Hao Yuan
    ,
    Zeyu Ling
    ,
    Qiange Wang
    ,
    Yanfeng Zhang
    ,
    Zhenbo Fu
    ,
    Chaoyi Chen
    ,
    Yu Gu
    , Ge Yu
  61. Quantifying Point Contributions: A Lightweight Framework for Efficient and Effective Query-Driven Trajectory Simplification
    VLDB 2024 ·
    Yumeng Song
    ,
    Yu Gu
    ,
    Tianyi Li
    ,
    Yushuai Li
    ,
    Christian S. Jensen
    , Ge Yu