Lidan Shou

Venues

Frequent coauthors

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. MM-ShiftKV: Decode-Aware Prefill-Stage KV Selection for Multimodal Large Language Models
   ACL 2026 ·

   Jinsong Shu

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5. REDPARROT: Accelerating NL-to-DSL for Business Analytics via Query Semantic Caching
   ICDE 2026 ·

   Tong Wang

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6. SVFusion: A CPU-GPU Co-Processing Architecture for Large-Scale Real-Time Vector Search
   VLDB 2026 ·

   Yuchen Peng

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7. See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs
   ACL 2026 ·

   Yicheng Ji

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8. TokenTiming: A Dynamic Alignment Method for Universal Speculative Decoding Model Pairs
   ACL 2026 ·

   Sibo Xiao

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9. A Comprehensive Study of Shapley Value in Data Analytics
   VLDB 2025 ·

   Hong Lin

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10. CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation
    AAAI 2025 ·

    Hongwei Yuan

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11. FloE: On-the-Fly MoE Inference on Memory-constrained GPU
    ICML 2025 ·

    Yuxin Zhou

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12. HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture
    SIGMOD 2025 ·

    Yifan Wu

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13. SafeLoad: Efficient Admission Control Framework for Identifying Memory-Overloading Queries in Cloud Data Warehouses
    VLDB 2025 ·

    Yifan Wu

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14. SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning
    EMNLP 2025 ·

    Yicheng Ji

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15. TableCopilot: A Table Assistant Empowered by Natural Language Conditional Table Discovery
    VLDB 2025 ·

    Lingxi Cui

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16. Towards Automatic and Efficient Prediction Query Processing in Analytical Database
    ICDE 2025 ·

    Yuchen Peng

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17. Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models
    ICLR 2025 ·

    Jun Zhang

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18. Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval
    EMNLP 2025 ·

    Linzhu Yu

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19. T²DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning
    ACL 2025 ·

    Han Lin

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20. nlcTables: A Dataset for Marrying Natural Language Conditions with Table Discovery
    SIGIR 2025 ·

    Lingxi Cui

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21. BoKA: Bayesian Optimization based Knowledge Amalgamation for Multi-unknown-domain Text Classification
    SIGKDD 2024 ·

    Linzhu Yu

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22. BushStore: Efficient B+Tree Group Indexing for LSM-Tree in Non-Volatile Memory
    ICDE 2024 ·

    Zhenghao Wang

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23. CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition
    AAAI 2024 ·

    Cheng Peng

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24. CoMAL: Contrastive Active Learning for Multi-Label Text Classification
    SIGKDD 2024 ·

    Cheng Peng

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25. Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding
    ACL 2024 ·

    Jun Zhang

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26. MCF-KV: Multi-Cuckoo-Filter Index based Key-Value Store with Persistent Memory
    EDBT 2024 ·

    Hongjia Zou

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27. Preventing the Popular Item Embedding Based Attack in Federated Recommendations
    ICDE 2024 ·

    Jun Zhang

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28. Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection
    AAAI 2024 ·

    Cheng Peng

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