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Ge Yu

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

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

DBLP profile ↗ORCID 0000-0002-3171-8889 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×16VLDB ×12ICDE ×7SIGMOD ×6SIGIR ×3WWW ×3CIKM ×2EMNLP ×2NeurIPS ×2AAAI ×1ACM MM ×1EACL ×1ECML-PKDD ×1ICLR ×1IJCAI ×1NAACL ×1SIGKDD ×1

Frequent coauthors

Zhen Song
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Zhenghao Liu
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Haidong Xin
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Mingxing Shao
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Shuliang Liu
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Fan Li
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Song Yu
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Hao Yuan
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Xin Ai
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Ning Wang
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Shaohua Duan
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Zhuoyang Wu
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Papers

  1. C2graph: A Compression-Collaboration Algorithm for CPU-GPU Hybrid Weighted Graph Traversals
    ICDE 2026 ·
    Ning Wang
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  2. Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization
    ACL 2026 ·
    Shaohua Duan
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  3. Enhancing Long-Chain Reasoning Distillation through Error-Aware Self-Reflection
    ACL 2026 ·
    Zhuoyang Wu
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  4. FastGNAS: Accelerating and Scaling Graph Neural Architecture Search on Multi-GPUs via Ring-Based Model Migration
    SIGMOD 2026 ·
    Zhen Song
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  5. GeoLayer: Towards Low-Latency and Cost-Efficient Geo-Distributed Graph Stores with Layered Graph
    ICDE 2026 ·
    Feng Yao
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  6. HqeKV: Towards Hybrid Quantization and Eviction for KV Cache in Long-Context LLM Inference
    ACL 2026 ·
    He Wang
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  7. LISRec: Modeling User Preferences with Learned Item Shortcuts for Sequential Recommendation
    SIGKDD 2026 ·
    Haidong Xin
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  8. Lang2Act: Fine-Grained Visual Reasoning through Self-Emergent Linguistic Toolchains
    ACL 2026 ·
    Yuqi Xiong
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  9. Leveraging LLM and Multiscale Knowledge States to Improve Knowledge Tracing in Programming Tasks
    WWW 2026 ·
    Mingxing Shao
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  10. Long-Chain Reasoning Distillation via Adaptive Prefix Alignment
    ACL 2026 ·
    Zhenghao Liu
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  11. MetaMem: Evolving Meta-Memory for Knowledge Utilization through Self-Reflective Symbolic Optimization
    ACL 2026 ·
    Haidong Xin
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  12. Mitigating Judgment Preference Bias in Large Language Models through Group-Based Polling
    ACL 2026 ·
    Shuliang Liu
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  13. Mixture-of-Retrieval Experts for Reasoning-Guided Multimodal Knowledge Exploitation
    SIGIR 2026 ·
    Chunyi Peng
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  14. Multimodal Knowledge Graph Completion via Relation-Aware Negative Sampling with Diffusion-based Interpolation
    VLDB 2026 ·
    Qian Ma
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  15. PAT: Towards Transaction Routing with Page Affinity in Shared-Cache Databases
    ICDE 2026 ·
    Zhongqin Tan
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  16. ReAlign: Optimizing the Visual Document Retriever with Reasoning-Guided Fine-Grained Alignment
    SIGIR 2026 ·
    Hao Yang
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  17. Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation
    ACL 2026 ·
    Haonan Shangguan
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  18. Revealing the Attention Floating Mechanism in Masked Diffusion Models
    ACL 2026 ·
    Xin Dai
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  19. S²KT: Modeling Uncertainty in Knowledge Tracing via Semantic-aware Structured Gaussian Distributions
    WWW 2026 ·
    Wenhui Wu
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  20. ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling
    EACL 2026 ·
    Zhipeng Xu
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  21. Towards Efficient and Effective Diffusion Language Model Inference via Semantic-Aware Adaptive Denoising
    ACL 2026 ·
    Fan Li
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  22. UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents
    ACL 2026 ·
    Yifan Ji
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  23. A Topology-Aware Localized Update Strategy for Graph-Based ANN Index
    VLDB 2025 ·
    Song Yu
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  24. Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts
    ACM MM 2025 ·
    Zhenghao Liu
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  25. COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis
    NAACL 2025 ·
    Weiqing Yang
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  26. Concurrency Control as a Service
    VLDB 2025 ·
    Weixing Zhou
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  27. DepCache: A KV Cache Management Framework for GraphRAG with Dependency Attention
    SIGMOD 2025 ·
    Hao Yuan
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  28. Efficient Graph Data Access for Out-of-Memory GPU Streaming Graph Processing
    VLDB 2025 ·
    Qiange Wang
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  29. Enhancing the Patent Matching Capability of Large Language Models via the Memory Graph
    SIGIR 2025 ·
    Qiushi Xiong
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  30. ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance
    EMNLP 2025 ·
    Sijia Yao
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  31. Hierarchical Gradient-Based Genetic Sampling for Accurate Prediction of Biological Oscillations
    AAAI 2025 ·
    Heng Rao
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  32. Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models
    ACL 2025 ·
    Shuliang Liu
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  33. LBMKGC: Large Model-Driven Balanced Multimodal Knowledge Graph Completion
    NeurIPS 2025 ·
    Yuan Guo
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  34. LeadFairRec: LLM-enhanced Discriminative Counterfactual Debiasing for Two-sided Fairness in Recommendation
    CIKM 2025 ·
    Yimin Hou
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  35. Leveraging Student Profiles and the Mamba Framework to Enhance Knowledge Tracing
    ECML-PKDD 2025 ·
    Mingxing Shao
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  36. MassBFT: Fast and Scalable Geo-Distributed Byzantine Fault-Tolerant Consensus
    ICDE 2025 ·
    Zeshun Peng
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  37. MeMoTune: A Measure and Moment-Driven Fine-Tuning Framework for Quantized Large Language Models
    ACL 2025 ·
    Yun Zhang
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  38. NeutronCloud: Resource-Aware Distributed GNN Training in Fluctuating Cloud Environments
    VLDB 2025 ·
    Mingyi Cao
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  39. NeutronHeter: Optimizing Distributed Graph Neural Network Training for Heterogeneous Clusters
    SIGMOD 2025 ·
    Chunyu Cao
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  40. NeutronRAG: Towards Understanding the Effectiveness of RAG from a Data Retrieval Perspective
    SIGMOD 2025 ·
    Peizheng Li
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  41. NeutronTask: Scalable and Efficient Multi-GPU GNN Training with Task Parallelism
    VLDB 2025 ·
    Zhenbo Fu
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  42. ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation
    NeurIPS 2025 ·
    Pengcheng Huang
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  43. Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency
    IJCAI 2025 ·
    Fan Li
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  44. RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards
    ICLR 2025 ·
    Xinze Li
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  45. RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts
    ACL 2025 ·
    Mingyan Wu
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  46. ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization
    EMNLP 2025 ·
    Zhensheng Jin
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  47. SWASH: A Flexible Communication Framework with Sliding Window-Based Cache Sharing for Scalable DGNN Training
    SIGMOD 2025 ·
    Zhen Song
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  48. Chameleon: Towards Update-Efficient Learned Indexing for Locally Skewed Data
    ICDE 2024 ·
    Na Guo
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  49. Comprehensive Evaluation of GNN Training Systems: A Data Management Perspective
    VLDB 2024 ·
    Hao Yuan
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  50. DynaHB: A Communication-Avoiding Asynchronous Distributed Framework with Hybrid Batches for Dynamic GNN Training
    VLDB 2024 ·
    Zhen Song
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  51. Enhancing Deep Entity Resolution with Integrated Blocker-Matcher Training: Balancing Consensus and Discrepancy
    CIKM 2024 ·
    Wenzhou Dou
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  52. Fast Iterative Graph Computing with Updated Neighbor States
    ICDE 2024 ·
    Yijie Zhou
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  53. GastCoCo: Graph Storage and Coroutine-Based Prefetch Co-Design for Dynamic Graph Processing
    VLDB 2024 ·
    Hongfu Li
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  54. INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair
    ACL 2024 ·
    Hanbin Wang
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  55. LSMGraph: A High-Performance Dynamic Graph Storage System with Multi-Level CSR
    SIGMOD 2024 ·
    Song Yu
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  56. LTPG: Large-Batch Transaction Processing on GPUs with Deterministic Concurrency Control
    ICDE 2024 ·
    Jianpeng Wei
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  57. MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin
    ACL 2024 ·
    Tianshuo Zhou
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  58. Modeling User Viewing Flow using Large Language Models for Article Recommendation
    WWW 2024 ·
    Zhenghao Liu
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  59. NeutronOrch: Rethinking Sample-based GNN Training under CPU-GPU Heterogeneous Environments
    VLDB 2024 ·
    Xin Ai
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  60. NeutronTP: Load-Balanced Distributed Full-Graph GNN Training with Tensor Parallelism
    VLDB 2024 ·
    Xin Ai
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  61. Quantifying Point Contributions: A Lightweight Framework for Efficient and Effective Query-Driven Trajectory Simplification
    VLDB 2024 ·
    Yumeng Song
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