🥳 My name is Peijie Dong, I am a 2nd year Ph.D. student in Data Science and Analytic (DSA) at HKUST(GZ).

😄 I’m a member of 🐼GiantPandaCV. My bio 👤 ishttps://pprp.github.io. 📫 Reach me at wechat:topeijie.

If you find my research direction intriguing or share similar interests, I would be delighted to hear from you.Please don't hesitate to reach out.

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1. SimpleCVReproductionSimpleCVReproductionPublic

   Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

   Jupyter Notebook 1.2k 311

2. open-mmlab/mmrazoropen-mmlab/mmrazorPublic

   OpenMMLab Model Compression Toolbox and Benchmark.

   Python 1.6k 235

3. Pruner-ZeroPruner-ZeroPublic

   [ICML24] Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for LLMs

   Python 88 8

4. LPZeroLPZeroPublic

   [EMNLP24]LPZero: Language Model Zero-Cost Proxy Search from Zero

   Python 8

5. ACBenchACBenchPublic

   [ICML25] Agentic Compression Benchmark (ACBench)

   Python 7 3

6. STBLLMSTBLLMPublic

   [ICLR25] STBLLM: Breaking the 1-Bit Barrier with Structured Binary LLMs

   Python 9