PPaperPicks

Huan Li

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

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

DBLP profile ↗ORCID 0000-0003-0084-1662 ↗Homepage ↗

Venues

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

Frequent coauthors

Lidan Shou
×17
Ke Chen
×14
Gang Chen
×13
Jinpeng Chen
×9
Jun Zhang
×7
Christian S. Jensen
×5
Senzhang Wang
×5
Kaimin Wei
×5
Hua Lu
×5
Lingxi Cui
×4
Zhenye Yang
×4
Dalin Zhang
×4

Papers

  1. ChronosBI: Supercharging LLM-Powered Business Intelligence Pipelines with Semantic Caching and Cost Planning
    SIGMOD 2026 ·
    Jianfeng Zhang
    ,
    Lingxi Cui
    ,
    Yongqin Xu
    ,
    Tong Wang
    ,
    Yi Guo
    ,
    Zhouzhi Yang
    , Huan Li,
    Ke Chen
    ,
    Lidan Shou
  2. DeXOR: Enabling XOR in Decimal Space for Streaming Lossless Compression of Floating-point Data
    VLDB 2026 ·
    Chuanyi Lv
    , Huan Li,
    Dingyu Yang
    ,
    Zhonele Xie
    ,
    Lu Chen
    ,
    Christian S. Jensen
  3. DiMA: Distinguishing Resident and Tourist Preferences via Multi-Modal LLM Alignment for Out-of-Town Cross-Domain Recommendation
    AAAI 2026 ·
    Fan Zhang
    ,
    Jinpeng Chen
    ,
    Tao Wang
    , Huan Li,
    Senzhang Wang
    ,
    Feifei Kou
    ,
    Ye Ji
    ,
    Kaimin Wei
    ,
    Zhenye Yang
  4. Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects
    ACL 2026 ·
    Jun Zhang
    ,
    Yicheng Ji
    ,
    Feiyang Ren
    ,
    Yihang Li
    ,
    Bowen Zeng
    ,
    Zonghao Chen
    ,
    Ke Chen
    ,
    Lidan Shou
    ,
    Gang Chen
    , Huan Li
  5. HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference
    ACL 2026 ·
    Bowen Zeng
    ,
    Feiyang Ren
    ,
    Jun Zhang
    ,
    Xiaoling Gu
    ,
    Ke Chen
    ,
    Lidan Shou
    , Huan Li
  6. MovSemCL: Movement-Semantics Contrastive Learning for Trajectory Similarity
    AAAI 2026 ·
    Zhichen Lai
    ,
    Hua Lu
    , Huan Li,
    Jialiang Li
    ,
    Christian S. Jensen
  7. REDPARROT: Accelerating NL-to-DSL for Business Analytics via Query Semantic Caching
    ICDE 2026 ·
    Tong Wang
    ,
    Yongqin Xu
    ,
    Jianfeng Zhang
    ,
    Lingxi Cui
    ,
    Wenqing Wei
    ,
    Suzhou Chen
    , Huan Li,
    Ke Chen
    ,
    Lidan Shou
  8. Same Last-Item Confusion Unveiled: A Unified Mitigation Framework for Graph Learning in Session-Based Recommendation
    WWW 2026 ·
    Jinpeng Chen
    ,
    Jianxiang He
    ,
    Yuan Cao
    , Huan Li,
    Zhenye Yang
    ,
    Kaimin Wei
    ,
    Xiongnan Jin
    ,
    Senzhang Wang
    ,
    Weiping Tu
  9. See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs
    ACL 2026 ·
    Yicheng Ji
    ,
    Jun Zhang
    ,
    Jinpeng Chen
    ,
    Cong Wang
    ,
    Lidan Shou
    ,
    Gang Chen
    , Huan Li
  10. AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference
    SIGMOD 2025 ·
    Yangshen Deng
    ,
    Zhengxin You
    ,
    Long Xiang
    ,
    Qilong Li
    ,
    Peiqi Yuan
    ,
    Zhaoyang Hong
    ,
    Yitao Zheng
    ,
    Wanting Li
    ,
    Runzhong Li
    ,
    Haotian Liu
    ,
    Kyriakos Mouratidis
    ,
    Man Lung Yiu
    , Huan Li,
    Qiaomu Shen
    ,
    Rui Mao
    ,
    Bo Tang
  11. Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning
    SIGKDD 2025 ·
    Minbo Ma
    ,
    Kai Tang
    , Huan Li,
    Fei Teng
    ,
    Dalin Zhang
    ,
    Tianrui Li
  12. CoIDO: Efficient Data Selection for Visual Instruction Tuning via Coupled Importance-Diversity Optimization
    NeurIPS 2025 ·
    Yichen Yan
    ,
    Ming Zhong
    ,
    Qi Zhu
    ,
    Xiaoling Gu
    ,
    Jinpeng Chen
    , Huan Li
  13. CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation
    AAAI 2025 ·
    Hongwei Yuan
    ,
    Xiu Tang
    ,
    Ke Chen
    ,
    Lidan Shou
    ,
    Gang Chen
    , Huan Li
  14. Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation
    SIGIR 2025 ·
    Jinpeng Chen
    ,
    Jianxiang He
    , Huan Li,
    Senzhang Wang
    ,
    Yuan Cao
    ,
    Kaimin Wei
    ,
    Zhenye Yang
    ,
    Ye Ji
  15. High-Throughput Ingestion for Video Warehouse: Comprehensive Configuration and Effective Exploration
    SIGMOD 2025 ·
    Baiyan Zhang
    ,
    Zepeng Li
    ,
    Dongxiang Zhang
    , Huan Li,
    Kian-Lee Tan
    ,
    Gang Chen
  16. HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture
    SIGMOD 2025 ·
    Yifan Wu
    ,
    Ke Chen
    ,
    Gang Chen
    ,
    Dawei Jiang
    , Huan Li,
    Lidan Shou
  17. Leveraging Multimodal Data and Side Users for Diffusion Cross-Domain Recommendation
    ACM MM 2025 ·
    Fan Zhang
    ,
    Jinpeng Chen
    , Huan Li,
    Senzhang Wang
    ,
    Yuan Cao
    ,
    Kaimin Wei
    ,
    Jianxiang He
    ,
    Feifei Kou
    ,
    Jinqing Wang
  18. Not All Data are Good Labels: On the Self-supervised Labeling for Time Series Forecasting
    NeurIPS 2025 ·
    Yuxuan Yang
    ,
    Dalin Zhang
    ,
    Yuxuan Liang
    ,
    Hua Lu
    ,
    Gang Chen
    , Huan Li
  19. STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation
    CIKM 2025 ·
    Zhenye Yang
    ,
    Jinpeng Chen
    , Huan Li,
    Xiongnan Jin
    ,
    Xuanyang Li
    ,
    Junwei Zhang
    ,
    Hongbo Gao
    ,
    Kaimin Wei
    ,
    Senzhang Wang
  20. SafeLoad: Efficient Admission Control Framework for Identifying Memory-Overloading Queries in Cloud Data Warehouses
    VLDB 2025 ·
    Yifan Wu
    ,
    Yuhan Li
    ,
    Zhenhua Wang
    ,
    Zhongle Xie
    ,
    Dingyu Yang
    ,
    Ke Chen
    ,
    Lidan Shou
    ,
    Bo Tang
    ,
    Liang Lin
    , Huan Li,
    Gang Chen
  21. SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning
    EMNLP 2025 ·
    Yicheng Ji
    ,
    Jun Zhang
    ,
    Heming Xia
    ,
    Jinpeng Chen
    ,
    Lidan Shou
    ,
    Gang Chen
    , Huan Li
  22. TEQ: An Open and Developer-friendly Testbed for Edge-based Query Processing Algorithms
    SIGMOD 2025 ·
    Yu Lei
    ,
    Xinle Jiang
    ,
    Hua Lu
    ,
    Christian S. Jensen
    ,
    Bo Tang
    , Huan Li
  23. TableCopilot: A Table Assistant Empowered by Natural Language Conditional Table Discovery
    VLDB 2025 ·
    Lingxi Cui
    ,
    Guanyu Jiang
    , Huan Li,
    Ke Chen
    ,
    Lidan Shou
    ,
    Gang Chen
  24. Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models
    ICLR 2025 ·
    Jun Zhang
    ,
    Jue Wang
    , Huan Li,
    Lidan Shou
    ,
    Ke Chen
    ,
    Yang You
    ,
    Guiming Xie
    ,
    Xuejian Gong
    ,
    Kunlong Zhou
  25. Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval
    EMNLP 2025 ·
    Linzhu Yu
    , Huan Li,
    Ke Chen
    ,
    Lidan Shou
  26. T²DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning
    ACL 2025 ·
    Han Lin
    ,
    Xiu Tang
    , Huan Li,
    Wenxue Cao
    ,
    Sai Wu
    ,
    Chang Yao
    ,
    Lidan Shou
    ,
    Gang Chen
  27. nlcTables: A Dataset for Marrying Natural Language Conditions with Table Discovery
    SIGIR 2025 ·
    Lingxi Cui
    , Huan Li,
    Ke Chen
    ,
    Lidan Shou
    ,
    Gang Chen
  28. BoKA: Bayesian Optimization based Knowledge Amalgamation for Multi-unknown-domain Text Classification
    SIGKDD 2024 ·
    Linzhu Yu
    , Huan Li,
    Ke Chen
    ,
    Lidan Shou
  29. Contact Tracing over Uncertain Indoor Positioning Data (Extended Abstract)
    ICDE 2024 ·
    Tiantian Liu
    , Huan Li,
    Hua Lu
    ,
    Muhammad Aamir Cheema
    ,
    Harry Kai-Ho Chan
  30. Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding
    ACL 2024 ·
    Jun Zhang
    ,
    Jue Wang
    , Huan Li,
    Lidan Shou
    ,
    Ke Chen
    ,
    Gang Chen
    ,
    Sharad Mehrotra
  31. E2Usd: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series
    WWW 2024 ·
    Zhichen Lai
    , Huan Li,
    Dalin Zhang
    ,
    Yan Zhao
    ,
    Weizhu Qian
    ,
    Christian S. Jensen
  32. LightTR: A Lightweight Framework for Federated Trajectory Recovery
    ICDE 2024 ·
    Ziqiao Liu
    ,
    Hao Miao
    ,
    Yan Zhao
    ,
    Chenxi Liu
    ,
    Kai Zheng
    , Huan Li
  33. PACIFIC: Enhancing Sequential Recommendation via Preference-aware Causal Intervention and Counterfactual Data Augmentation
    CIKM 2024 ·
    Jinpeng Chen
    ,
    Huachen Guan
    , Huan Li,
    Fan Zhang
    ,
    Liwei Huang
    ,
    Guangyao Pang
    ,
    Xiongnan Jin
  34. Preventing the Popular Item Embedding Based Attack in Federated Recommendations
    ICDE 2024 ·
    Jun Zhang
    , Huan Li,
    Dazhong Rong
    ,
    Yan Zhao
    ,
    Ke Chen
    ,
    Lidan Shou
  35. ReCTSi: Resource-efficient Correlated Time Series Imputation via Decoupled Pattern Learning and Completeness-aware Attentions
    SIGKDD 2024 ·
    Zhichen Lai
    ,
    Dalin Zhang
    , Huan Li,
    Dongxiang Zhang
    ,
    Hua Lu
    ,
    Christian S. Jensen
  36. Revisiting CNNs for Trajectory Similarity Learning
    VLDB 2024 ·
    Zhihao Chang
    ,
    Linzhu Yu
    , Huan Li,
    Sai Wu
    ,
    Gang Chen
    ,
    Dongxiang Zhang