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kailinjiang/README.md

I am an upcoming joint PhD student at the State Key Laboratory of General Artificial Intelligence (BIGAI) and the University of Science and Technology of China (USTC), supervised by Bin Li (USTC, 李斌). Currently, I am doing my internship in State Key Laboratory of General Artificial Intelligence and working on knowledge editing, knowledge injection, multimodal learning, continual learning!

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  1. bigai-ai/ICE bigai-ai/ICE Public

    【ICLR 2025 🔥】The code for Consistent In-Context Editing, an approach for tuning language models through contextual distributions, overcoming the limitations of traditional fine-tuning methods that …

    Python 55 4

  2. MMKE-Bench-ICLR/MMKE-Bench MMKE-Bench-ICLR/MMKE-Bench Public

    【ICLR 2025 🔥】MMKE-Bench, a challenging benchmark for evaluating diverse semantic editing in real-world scenarios.

    Python 22 1

  3. MLLMKCBENCH/MLLMKC MLLMKCBENCH/MLLMKC Public

    【AAAI 2026 🔥】A benchmark that evaluates multimodel knowledge conflicts for large multimodal model

    Python 23 1

  4. EVOKE-LMM/EVOKE EVOKE-LMM/EVOKE Public

    【ICLR 2026 🔥】This work introduces MMEVOKE benchmark to reveal challenges in knowledge injection and explores potential solutions.

    Python 132

  5. KORE-LMM/KORE KORE-LMM/KORE Public

    Knowledge injection method based on knowledge-oriented controls, achieving precision adaptation and powerful retention.

    Python 164 2

  6. MINED-LMM/MINED MINED-LMM/MINED Public

    【ACL 2026 🔥】Temporal Awareness Evaluation, Comprehensive Benchmarking, and Multi-Dimensional Analysis!

    Python 43 1