|
Mengkang Hu 胡梦康 I am a 1st-year Ph.D. student at The University of Hong Kong guided by Prof. Ping Luo (main) and Prof. Wenping Wang. My research interest lies at the intersection of Embodied AI and Natural Language Processing (Large Language Models). Here are some interesting problem I am thinking about: 1) How to build lifelong evolving agent (LLM agent and RL agent); 2) Are Large Language Models good enough to model the world; 3) How to solve real-world problems with agent; I am open to research discussions and collaborations, feel free to get in touch at [mkhu at connect dot hku dot hk]!
|
|
Selected Publications |
|
Mengkang Hu, Haoyu Dong, Ping Luo, Shi Han, Dongmei Zhang COLING 2024 pdf | site |
|
Mengkang Hu, Yao Mu, Xinmiao Yu, Mingyu Ding, Shiguang Wu, Wenqi Shao, Qiguang Chen, Bin Wang, Yu Qiao, Ping Luo ICLR 2024 pdf | site |
|
Yao Mu, Qinglong Zhang, Mengkang Hu, Wenhai Wang, Mingyu Ding, Jun Jin, Bin Wang, Jifeng Dai, Yu Qiao, Ping Luo NeurIPS 2023 (Spotlight) pdf | code | site |
|
Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Shi Han, Dongmei Zhang EMNLP 2022 (Oral) pdf | code |
Experience |
|
Research Intern at
February 2023 - Present | Shanghai, China Mainly focus on better use of LLMs in Embodied AI (efficiency, world modeling) under the supervision by Dr. Wenqi Shao. |
|
Research Intern at
September 2022 - January 2023 | Beijing, China Mainly focus on empowering robotic systems with LLMs under the supervison of Dr. Bin Wang, Dr. Shiguang Wu and Prof. Jianye Hao. |
|
Research Intern at
February 2022 - September 2022 | Beijing, China Mainly focus on intersection of TableQA and Knowledge Graph under the supervision of SR. Haoyu Dong and SR. Research Manager Shi Han. |
Awards&Service |
Invited Talks |
|
|