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Huan Li

Zhejiang University, Department of Computer Science and Technology, Hangzhou, China

36 papers at tracked venues · 32 at CORE A* · active 2024–2026

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Venues

ACL ×5SIGMOD ×5ICDE ×4VLDB ×4AAAI ×3SIGKDD ×3CIKM ×2EMNLP ×2NeurIPS ×2SIGIR ×2WWW ×2ACM MM ×1ICLR ×1

Frequent coauthors

Jun Zhang
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Zhichen Lai
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Jinpeng Chen
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Fan Zhang
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Yicheng Ji
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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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Chuanyi Lv
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Bowen Zeng
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Tong Wang
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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. DeXOR: Enabling XOR in Decimal Space for Streaming Lossless Compression of Floating-point Data
    VLDB 2026 ·
    Chuanyi Lv
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  3. DiMA: Distinguishing Resident and Tourist Preferences via Multi-Modal LLM Alignment for Out-of-Town Cross-Domain Recommendation
    AAAI 2026 ·
    Fan Zhang
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  4. Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects
    ACL 2026 ·
    Jun Zhang
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  5. HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference
    ACL 2026 ·
    Bowen Zeng
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  6. MovSemCL: Movement-Semantics Contrastive Learning for Trajectory Similarity
    AAAI 2026 ·
    Zhichen Lai
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  7. REDPARROT: Accelerating NL-to-DSL for Business Analytics via Query Semantic Caching
    ICDE 2026 ·
    Tong Wang
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  8. Same Last-Item Confusion Unveiled: A Unified Mitigation Framework for Graph Learning in Session-Based Recommendation
    WWW 2026 ·
    Jinpeng Chen
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  9. 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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  10. AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference
    SIGMOD 2025 ·
    Yangshen Deng
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  11. Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning
    SIGKDD 2025 ·
    Minbo Ma
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  12. CoIDO: Efficient Data Selection for Visual Instruction Tuning via Coupled Importance-Diversity Optimization
    NeurIPS 2025 ·
    Yichen Yan
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  13. CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation
    AAAI 2025 ·
    Hongwei Yuan
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  14. Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation
    SIGIR 2025 ·
    Jinpeng Chen
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  15. High-Throughput Ingestion for Video Warehouse: Comprehensive Configuration and Effective Exploration
    SIGMOD 2025 ·
    Baiyan Zhang
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  16. HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture
    SIGMOD 2025 ·
    Yifan Wu
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  17. Leveraging Multimodal Data and Side Users for Diffusion Cross-Domain Recommendation
    ACM MM 2025 ·
    Fan Zhang
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  18. Not All Data are Good Labels: On the Self-supervised Labeling for Time Series Forecasting
    NeurIPS 2025 ·
    Yuxuan Yang
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  19. STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation
    CIKM 2025 ·
    Zhenye Yang
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  20. SafeLoad: Efficient Admission Control Framework for Identifying Memory-Overloading Queries in Cloud Data Warehouses
    VLDB 2025 ·
    Yifan Wu
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  21. SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning
    EMNLP 2025 ·
    Yicheng Ji
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  22. TEQ: An Open and Developer-friendly Testbed for Edge-based Query Processing Algorithms
    SIGMOD 2025 ·
    Yu Lei
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  23. TableCopilot: A Table Assistant Empowered by Natural Language Conditional Table Discovery
    VLDB 2025 ·
    Lingxi Cui
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  24. Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models
    ICLR 2025 ·
    Jun Zhang
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  25. Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval
    EMNLP 2025 ·
    Linzhu Yu
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  26. T²DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning
    ACL 2025 ·
    Han Lin
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  27. nlcTables: A Dataset for Marrying Natural Language Conditions with Table Discovery
    SIGIR 2025 ·
    Lingxi Cui
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  28. BoKA: Bayesian Optimization based Knowledge Amalgamation for Multi-unknown-domain Text Classification
    SIGKDD 2024 ·
    Linzhu Yu
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  29. Contact Tracing over Uncertain Indoor Positioning Data (Extended Abstract)
    ICDE 2024 ·
    Tiantian Liu
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  30. Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding
    ACL 2024 ·
    Jun Zhang
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  31. E2Usd: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series
    WWW 2024 ·
    Zhichen Lai
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  32. LightTR: A Lightweight Framework for Federated Trajectory Recovery
    ICDE 2024 ·
    Ziqiao Liu
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  33. PACIFIC: Enhancing Sequential Recommendation via Preference-aware Causal Intervention and Counterfactual Data Augmentation
    CIKM 2024 ·
    Jinpeng Chen
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  34. Preventing the Popular Item Embedding Based Attack in Federated Recommendations
    ICDE 2024 ·
    Jun Zhang
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  35. ReCTSi: Resource-efficient Correlated Time Series Imputation via Decoupled Pattern Learning and Completeness-aware Attentions
    SIGKDD 2024 ·
    Zhichen Lai
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  36. Revisiting CNNs for Trajectory Similarity Learning
    VLDB 2024 ·
    Zhihao Chang
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