ONE Lab is comprised of undergraduate students from HUST. We believe that undergraduates are equally capable of conducting impactful research. If you are interested in our research, feel free to contact us.
2024
UniGen: A Unified Framework for Textual Dataset Generation Using Large Language Models
Yue Huang#, Siyuan Wu#, Chujie Gao, Dongping Chen, Qihui Zhang, Yao Wan, Tianyi Zhou, Xiangliang Zhang, Jianfeng Gao, Chaowei Xiao, Lichao Sun
NeurIPS 2024 Workshop. Workshop on Statistical Frontiers in LLMs and Foundation Models
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The Impact of Large Language Models in Academia: from Writing to Speaking
Mingmeng Geng, Caixi Chen, Yanru Wu, Dongping Chen, Yao Wan, Pan Zhou
NeurIPS 2024 Workshop. Socially Responsible Language Modelling Research
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GUI-World: A Dataset for GUI-oriented Multimodal LLM-based Agents
Dongping Chen#, Yue Huang#, Siyuan Wu, Jingyu Tang, Liuyi Chen, Yilin Bai, Zhigang He, Chenlong Wang, Huichi Zhou, Yiqiang Li, Tianshuo Zhou, Yue Yu, Chujie Gao, Qihui Zhang, Yi Gui, Zhen Li, Yao Wan, Pan Zhou, Jianfeng Gao, Lichao Sun Yao Wan, Xiangliang Zhang, Lichao Sun
NeurIPS 2024 Workshop. First Workshop on Video-Language Models
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HonestLLM: Toward an Honest and Helpful Large Language Model
Chujie Gao, Siyuan Wu, Yue Huang, Dongping Chen, Qihui Zhang, Zhengyan Fu, Yao Wan*, Lichao Sun, Xiangliang Zhang
NeurIPS 2024. The 38th Annual Conference on Neural Information Processing Systems
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Website CCF-A
CodeIP: A Grammar-Guided Multi-Bit Watermark for Large Language Models of Code
Batu Guan, Yao Wan, Zhangqian Bi, Zheng Wang, Hongyu Zhang, Pan Zhou, Lichao Sun
EMNLP 2024 (Findings). The 2024 Conference on Empirical Methods in Natural Language Processing
PDF CCF-B
Self-Cognition in Large Language Models: An Exploratory Study
Dongping Chen#, Jiawen Shi#, Yao Wan, Pan Zhou, Neil Zhenqiang Gong, Lichao Sun
ICML 2024 Workshop. Workshop on LLM and Cognitive
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MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark
Dongping Chen, Ruoxi Chen, Shilin Zhang, Yinuo Liu, Yaochen Wang, Huichi Zhou, Qihui Zhang, Yao Wan*, Pan Zhou, Lichao Sun
ICML 2024 (Oral). The Forty-first International Conference on Machine Learning
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Website CCF-A
LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?
Qihui Zhang, Chujie Gao, Dongping Chen, Yue Huang, Yixin Huang, Zhenyang Sun, Shilin Zhang, Weiye Li, Zhengyan Fu, Yao Wan, Lichao Sun
NAACL 2024 (Findings). 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics
PDF CCF-B
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
Yue Huang, Jiawen Shi, Yuan Li, Chenrui Fan, Siyuan Wu, Qihui Zhang, Yixin Liu, Pan Zhou, Yao Wan, Neil Zhenqiang Gong, Lichao Sun
ICLR 2024. The Twelfth International Conference on Learning Representations
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