Tongxu Luo

I am Tongxu Luo, a senior undergraduate student at USTB. B.S. Candidate in Computer Science and Technology. I will join Professor Benyou Wang's team at CUHKSZ in 25Fall.

My current research interests include Efficiency of Large Language Models and AI4Math.

Research Intern at HKUST, under the guidance of Dr. Jie Fu (Nov 2023 - May 2024).

Research Intern at CASIA, mentored by Dr. Shizhu He during my sophomore year (Mar 2023 - Nov 2023).

Email  /  Google Scholar  /  Twitter  /  GitHub

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Publications
Unlocking Continual Learning Abilities in Language Models
Wenyu Du, Shuang Cheng, Tongxu Luo, Zihan Qiu, Zeyu Huang, Ka Chun Cheung, Reynold Cheng, Jie Fu
EMNLP Findings, 2024 (Hugging Face Daily Paper)
Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training
Wenyu Du*, Tongxu Luo*, Zihan Qiu, Zeyu Huang, Yikang Shen, Reynold Cheng, Yike Guo, Jie Fu
NeurIPS Spotlight, 2024 (Posted by AK)
Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent
Xiaoyan Yu*, Tongxu Luo*, Yifan Wei, Fangyu Lei, Yiming Huang, Peng Hao, Liehuang Zhu
EMNLP Main, 2024
CMMMU: A Chinese Massive Multi-discipline Multimodal Understanding Benchmark
Ge Zhang, Xinrun Du, Bei Chen, Yiming Liang, Tongxu Luo, Tianyu Zheng, Kang Zhu, Yuyang Cheng, Chunpu Xu, Shuyue Guo, Haoran Zhang, Xingwei Qu, Junjie Wang, Ruibin Yuan, Yizhi Li, Zekun Wang, Yudong Liu, Yu-Hsuan Tsai, Fengji Zhang, Chenghua Lin, Wenhao Huang, Wenhu Chen, Jie Fu
Preprint, 2024 (Posted by AK)
Answer-Based Entity Extraction and Alignment for Visual Text Question Answering
Jun Yu, Mohan Jing, Weihao Liu*, Tongxu Luo*, Bingyuan Zhang, Keda Lu, Fangyu Lei, Jianqing Sun, Jiaen Liang
ACMMM, 2023
Scholarships
Awarded the National Scholarship for the 2022-2023 academic year.