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ZhiningLiu1998/README.md

Greetings! 👋 I'm Zhining Liu (刘芷宁)

Hi! I’m building agentic AI systems for industrial R&D at scale, with a focus on:

  • Super-Long-Horizon Agents: developing harness to orchestrate hundreds of agents for weeks-long R&D tasks involving thousands of compute jobs;
  • Self-Improving Agents: enabling agents to learn from self/human feedback and reuse accumulated knowledge on new tasks; and
  • Agent Observability: designing infrastructure for traceable, auditable, and resumable long-horizon agent task execution.

Beyond these areas, I work on reliable LLM/VLM reasoning, data-centric AI, and automated data mining. I was fortunate to be advised by Prof. Hanghang Tong (Ph.D. at UIUC) and Prof. Yi Chang (M.Eng. at JLU). I also work closely with researchers from industry research labs including Amazon Science, Microsoft Research, Google DeepMind, Meta, and IBM Research. I’m always happy to chat and discuss potential collaborations. Reach me via: WeChat (ZhiningLiuCS) or zhining.liu AT outlook.com.

Learn more about me😎:

🛸Featured Projects
🧠Awesome Agentic Reasoning Papers [Awesome / Survey]
[PDF] [arXiv] [Slides] [Hugging Face] 		Agentic reasoning overview
GitHub stars GitHub forks
⚒️IMBENS: Ensemble Class-Imbalanced Learning in Python [Python Library]
[PDF] [CLIMB / NeurIPS'25] [Documentation] [Gallery] [PyPI] [Changelog] [Zhihu/知乎]
GitHub stars GitHub forks
⚖️Self-Paced Ensemble for Highly Imbalanced Massive Data Classification [ICDE'20]
[PDF] [arXiv] [Video] [Zhihu/知乎]
GitHub stars GitHub forks
😎Awesome-Imbalanced-Learning: a curated list of imbalanced learning resources [Awesome]
[English] [Chinese/中文] [Zhihu/知乎]
GitHub stars GitHub forks
😎Awesome Machine Learning Resources: a curated list across machine learning topics [Awesome]
[English] [Chinese/中文] [Zhihu/知乎]
GitHub stars GitHub forks
Github Stats

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  1. imbalanced-ensemble imbalanced-ensemble Public

    [NeurIPS'25]🛠️Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库

    Python 432 63

  2. awesome-imbalanced-learning awesome-imbalanced-learning Public

    😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

    1.5k 231

  3. awesome-machine-learning-resources awesome-machine-learning-resources Public

    😎 A curated list of awesome lists across all machine learning topics. | 机器学习/深度学习/人工智能一切主题 (学习范式/任务/应用/模型/道德/交叉学科/数据集/框架/教程) 的资源列表汇总。

    840 131

  4. weitianxin/Awesome-Agentic-Reasoning weitianxin/Awesome-Agentic-Reasoning Public

    A curated list of papers and resources based on the survey "Agentic Reasoning for Large Language Models"

    1.4k 105