HKUSTDial

Data Intelligence and Analytics Lab @ HKUST(GZ) Joined Jul 2024 View on GitHub

Stars: 17,929; across 40 public repos
Rank: #2,102; of 94,827 organizations, top 3%

Repositories with 50+ stars

HKUSTDial's repositories with their overall rank
Rank	Repository	Language	Stars
4,518	Supervisor-Skills 将博导十年科研经验炼化为可直接调用的 AI 技能。从 Idea 构思到论文投稿，你的 AI 科研副导师。	Python	12,208
41,894	NL2SQL_Handbook 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	1,634
81,577	awesome-data-agents 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	800
86,879	flash-sparse-attention Trainable fast and memory-efficient sparse attention	Python	748
152,084	DataMagic AI-powered data-to-video generation. Upload a table, get a narrated animated data story.	TypeScript	402
194,275	DeepFund 🔥[NeurIPS'25] DeepFund: Pilot for Your Next Fund Investment	Python	304
201,588	DeepEar DeepEar ｜顺风耳 An open-source framework for Deep Research and Financial Signal Tracking. 一个用于深度研究与金融信号追踪的开源框架。	Python	291
220,020	DeepEye DeepEye: An Autonomous Data Agent System	Python	263
325,464	Alpha-SQL 🔥[ICML'25] Official repository for the paper "Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search"	Python	164
368,433	NL2SQL360 🔥[VLDB'24] Official repository for the paper “The Dawn of Natural Language to SQL: Are We Fully Ready?”	Python	141
398,359	VisJudgeBench VisJudgeBench: A comprehensive benchmark for aesthetics and quality assessment of visualizations, featuring 3,090 expert-annotated samples with six-dimensional quality scores.		128
425,061	kddcup2026-data-agents-starter-kit	Python	118
433,704	LEAD 🔥[VLDB'26] Official repository for the paper "LEAD: Iterative Data Selection for Efficient LLM Instruction Tuning".	Python	115
452,649	omni-moe An Efficient MoE by Orchestrating Atomic Experts at Scale	Python	109
499,807	DeepEye-SQL 🔥[SIGMOD'26] Official repository for the paper "DeepEye-SQL: A Software-Engineering-Inspired Text-to-SQL Framework"	Python	96

Among 94,827 organizations

16k–25k stars: 923 organizations, including HKUSTDial

top 50%top 10%top 1%top 0.1%

Stars along the bottom, and organizations in each band on a log scale

Where the stars are

Supervisor-Skills 12.2k, 68%NL2SQL_Handbook 1.6k, 9%awesome-data-agents 800, 4%flash-sparse-attention 748, 4%

Smaller repos 408, 2%

DataMagic 402, 2%DeepFund 304, 2%DeepEar 291, 2%DeepEye 263, 1%Alpha-SQL 164, 1%NL2SQL360 141, 1%VisJudgeBench 128, 1%kddcup2026-data-agents-starter-kit 118, 1%LEAD 115, 1%omni-moe 109, 1%DeepEye-SQL 96, 1%

Languages

Python 17k stars, 95% · 13 repos
TypeScript 402 stars, 2% · 1 repo

When they were made

15 repos with 50+ stars, made between 2018 and 2026

101001k10k100k awesome-data-agentsNL2SQL_HandbookSupervisor-Skills

Quick stats

Next rank: +3 stars to reach #2,101
Next milestone: +17,065 stars to reach the top 1%
Public repos: 40, 15 with 50+ stars
Popular repos: 2 over 1k stars, 1 over 10k stars
Top repo: Supervisor-Skills, #4,518 of all repos, 68% of stars
Smaller repos: 408 stars from repos under 50