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@HKUSTDial

Data Intelligence and Analytics Lab @ HKUST(GZ)

This is the source-code homepage of HKUST(GZ)-DIAL. We are glad to share our code.

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  1. NL2SQL_Handbook NL2SQL_Handbook Public

    This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners.

    Python 1.2k 72

  2. awesome-data-agents awesome-data-agents Public

    Continuously updated paper list on advancements in Data Agents. Companion repo to our paper "A Survey of Data Agents: Emerging Paradigm or Overstated Hype?"

    Python 319 16

  3. DeepFund DeepFund Public

    🔥[NeurIPS'25] DeepFund: Pilot for Your Next Fund Investment

    Python 232 36

  4. Alpha-SQL Alpha-SQL Public

    🔥[ICML'25] Official repository for the paper "Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search"

    Python 136 14

  5. AFlow AFlow Public

    Forked from FoundationAgents/AFlow

    🔥🔥🔥 ICLR 2025 Oral. Automating Agentic Workflow Generation.

    Python 2

  6. LEAD LEAD Public

    🔥[VLDB'26] Official repository for the paper "LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning".

    Python 80 6

Repositories

Showing 10 of 27 repositories
  • NL2SQL_Handbook Public

    This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners.

    HKUSTDial/NL2SQL_Handbook’s past year of commit activity
    Python 1,204 72 0 0 Updated Dec 10, 2025
  • awesome-data-agents Public

    Continuously updated paper list on advancements in Data Agents. Companion repo to our paper "A Survey of Data Agents: Emerging Paradigm or Overstated Hype?"

    HKUSTDial/awesome-data-agents’s past year of commit activity
    Python 319 16 0 0 Updated Dec 8, 2025
  • flash-sparse-attention Public Forked from flash-algo/flash-sparse-attention

    Trainable fast and memory-efficient sparse attention

    HKUSTDial/flash-sparse-attention’s past year of commit activity
    Python 0 BSD-3-Clause 49 0 0 Updated Nov 17, 2025
  • nvBench-2.0 Public

    🔥 [NeurIPS'25] nvBench 2.0: Resolving Ambiguity in Text-to-Visualization through Stepwise Reasoning

    HKUSTDial/nvBench-2.0’s past year of commit activity
    Python 22 3 0 1 Updated Nov 13, 2025
  • DeepFund Public

    🔥[NeurIPS'25] DeepFund: Pilot for Your Next Fund Investment

    HKUSTDial/DeepFund’s past year of commit activity
    Python 232 MIT 36 0 0 Updated Nov 11, 2025
  • VisJudgeBench Public

    VisJudgeBench: A comprehensive benchmark for aesthetics and quality assessment of visualizations, featuring 3,090 expert-annotated samples with six-dimensional quality scores.

    HKUSTDial/VisJudgeBench’s past year of commit activity
    65 2 1 0 Updated Nov 4, 2025
  • Retrieval_Augmented_Imputation Public
    HKUSTDial/Retrieval_Augmented_Imputation’s past year of commit activity
    Python 3 0 0 0 Updated Oct 29, 2025
  • Alpha-SQL Public

    🔥[ICML'25] Official repository for the paper "Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search"

    HKUSTDial/Alpha-SQL’s past year of commit activity
    Python 136 MIT 14 1 1 Updated Oct 23, 2025
  • NL2SQL360 Public

    🔥[VLDB'24] Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?”

    HKUSTDial/NL2SQL360’s past year of commit activity
    Python 138 MIT 16 0 0 Updated Oct 2, 2025
  • NL2SQL-Bugs-Benchmark Public

    🔥[SIGKDD'25] NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation.

    HKUSTDial/NL2SQL-Bugs-Benchmark’s past year of commit activity
    JavaScript 29 1 1 0 Updated Sep 22, 2025
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