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Ke Chen

Zhejiang University, Database Laboratory, China

23 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3062-0900 ↗

Venues

ICDE ×4VLDB ×4AAAI ×3ACL ×3SIGKDD ×2SIGMOD ×2EDBT ×1EMNLP ×1ICLR ×1ICML ×1SIGIR ×1

Frequent coauthors

Jun Zhang
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Cheng Peng
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Yuchen Peng
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Yifan Wu
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Lingxi Cui
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Linzhu Yu
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Jianfeng Zhang
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Bowen Zeng
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Tong Wang
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Hong Lin
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Hongwei Yuan
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Yuxin Zhou
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Papers

  1. ChronosBI: Supercharging LLM-Powered Business Intelligence Pipelines with Semantic Caching and Cost Planning
    SIGMOD 2026 ·
    Jianfeng Zhang
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  2. Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects
    ACL 2026 ·
    Jun Zhang
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  3. HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference
    ACL 2026 ·
    Bowen Zeng
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  4. REDPARROT: Accelerating NL-to-DSL for Business Analytics via Query Semantic Caching
    ICDE 2026 ·
    Tong Wang
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  5. SVFusion: A CPU-GPU Co-Processing Architecture for Large-Scale Real-Time Vector Search
    VLDB 2026 ·
    Yuchen Peng
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  6. A Comprehensive Study of Shapley Value in Data Analytics
    VLDB 2025 ·
    Hong Lin
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  7. CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation
    AAAI 2025 ·
    Hongwei Yuan
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  8. FloE: On-the-Fly MoE Inference on Memory-constrained GPU
    ICML 2025 ·
    Yuxin Zhou
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  9. HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture
    SIGMOD 2025 ·
    Yifan Wu
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  10. SafeLoad: Efficient Admission Control Framework for Identifying Memory-Overloading Queries in Cloud Data Warehouses
    VLDB 2025 ·
    Yifan Wu
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  11. TableCopilot: A Table Assistant Empowered by Natural Language Conditional Table Discovery
    VLDB 2025 ·
    Lingxi Cui
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  12. Towards Automatic and Efficient Prediction Query Processing in Analytical Database
    ICDE 2025 ·
    Yuchen Peng
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  13. Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models
    ICLR 2025 ·
    Jun Zhang
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  14. Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval
    EMNLP 2025 ·
    Linzhu Yu
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  15. nlcTables: A Dataset for Marrying Natural Language Conditions with Table Discovery
    SIGIR 2025 ·
    Lingxi Cui
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  16. BoKA: Bayesian Optimization based Knowledge Amalgamation for Multi-unknown-domain Text Classification
    SIGKDD 2024 ·
    Linzhu Yu
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  17. BushStore: Efficient B+Tree Group Indexing for LSM-Tree in Non-Volatile Memory
    ICDE 2024 ·
    Zhenghao Wang
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  18. CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition
    AAAI 2024 ·
    Cheng Peng
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  19. CoMAL: Contrastive Active Learning for Multi-Label Text Classification
    SIGKDD 2024 ·
    Cheng Peng
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  20. Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding
    ACL 2024 ·
    Jun Zhang
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  21. MCF-KV: Multi-Cuckoo-Filter Index based Key-Value Store with Persistent Memory
    EDBT 2024 ·
    Hongjia Zou
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  22. Preventing the Popular Item Embedding Based Attack in Federated Recommendations
    ICDE 2024 ·
    Jun Zhang
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  23. Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection
    AAAI 2024 ·
    Cheng Peng
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