Northeastern University,
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Email: liuyongkang [at] qhd.neu.edu.cn
Verified email at qhd.neu.edu.cn
I am an Assistant Professor at Northeastern University, where I earned my Ph.D. under the supervision of Professors Wang Daling and Feng Shi. My doctoral research focused on dialogue systems, multilingual NLP, and LLM fine-tuning. From 2022 to 2024, I am a joint Ph.D. student at LMU Munich, advised by ACL Fellow Professor Hinrich Schütze.
Undergraduate and Master’s students interested in LLMs and NLP are welcome to contact me.
Research Interest
- PEFT (Parameter-Efficient Fine-Tuning)
- MEFT(Memory-Efficient Fine-Tuning)
- Large Language Model Security
- Efficient Inference for LLMs
- Large Model Reasoning
In addition to the research interests mentioned above, it also includes Multimodal LLM,Multilingual LLM, Interpretable LLM Analysis, and so on.
Recruitment
Master Student: You are welcome to apply for my graduate program—whether you are taking the postgraduate entrance exam or seeking admission via recommendation.
Undergraduate Student: We recruit undergraduate students throughout the year — early joiners are welcome to get involved and start learning with the group right away. The laboratory provides high-performance GPU servers.
