Yusheng Su

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Zhiyuan LiuAssociate Professor, Tsinghua UniversityVerified email at tsinghua.edu.cn
Maosong SunProfessor of Computer Science and Technology, Tsinghua UniversityVerified email at tsinghua.edu.cn
Yujia QinTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Weize ChenTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Xiaozhi WangTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Ning DingTsinghua UniversityVerified email at mail.tsinghua.edu.cn
Yankai LinAssistant Professor, Gaoling School of AI, Renmin University of ChinaVerified email at ruc.edu.cn
Shengding HuTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Tang JieProfessor, Tsinghua UniversityVerified email at tsinghua.edu.cn
Xu HanTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Zhengyan ZhangTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Kun ZhangCarnegie Mellon University & Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)Verified email at cmu.edu
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UVerified email at cs.cmu.edu
Heng JiProfessor of Computer Science, University of Illinois Urbana-Champaign, Amazon ScholarVerified email at illinois.edu
Sherry Tongshuang WuAssistant Professor @ Carnegie Mellon UniversityVerified email at cs.cmu.edu

Yusheng Su

Other namesYu-Sheng Su

Tsinghua University

Verified email at tsinghua.org.cn - Homepage

Efficient Tuning Large Language Model AI Alignment


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Parameter-efficient fine-tuning of large-scale pre-trained language models N Ding, Y Qin, G Yang, F Wei, Z Yang, Y Su, S Hu, Y Chen, CM Chan, ... Nature Machine Intelligence 5 (3), 220-235, 2023	356*	2023
Tool learning with foundation models Y Qin, S Hu, Y Lin, W Chen, N Ding, G Cui, Z Zeng, Y Huang, C Xiao, ... arXiv preprint arXiv:2304.08354, 2023	155	2023
Communicative agents for software development C Qian, X Cong, C Yang, W Chen, Y Su, J Xu, Z Liu, M Sun arXiv preprint arXiv:2307.07924, 2023	150	2023
Chateval: Towards better llm-based evaluators through multi-agent debate CM Chan, W Chen, Y Su, J Yu, W Xue, S Zhang, J Fu, Z Liu ICLR 2024, 2023	106	2023
On Transferability of Prompt Tuning for Natural Language Processing Y Su, X Wang, Y Qin, CM Chan, Y Lin, H Wang, K Wen, Z Liu, P Li, J Li, ... NAACL 2022, 3949–3969, 2022	106*	2022
CPM: A large-scale generative Chinese pre-trained language model Z Zhang, X Han, H Zhou, P Ke, Y Gu, D Ye, Y Qin, Y Su, H Ji, J Guan, F Qi, ... AI Open (AI Open 2021) 2, 93-99, 2021	104	2021
Agentverse: Facilitating multi-agent collaboration and exploring emergent behaviors Y Su, W Chen, J Zuo, C Yang, C Yuan, CM Chan, H Yu, Y Lu, YH Hung, ... ICLR 2024, 2023	90*	2023
CokeBERT: Contextual knowledge selection and embedding towards enhanced pre-trained language models Y Su, X Han, Z Zhang, P Li, Z Liu, Y Lin, J Zhou, M Sun EMNLP-Finding 2020, 2020	52	2020
Knowledge Inheritance for Pre-trained Language Models Y Qin, Y Lin, J Yi, J Zhang, X Han, Z Zhang, Y Su, Z Liu, P Li, M Sun, ... NAACL 2022, 3921--3937, 2022	42	2022
Exploring Universal Intrinsic Task Subspace via Prompt Tuning Y Qin, X Wang, Y Su, Y Lin, N Ding, J Yi, W Chen, Z Liu, J Li, L Hou, P Li, ... ACL 2022, arXiv: 2110.07867, 2021	41*	2021
CSS-LM: A Contrastive Framework for Semi-Supervised Fine-Tuning of Pre-Trained Language Models Y Su, X Han, Y Lin, Z Zhang, Z Liu, P Li, J Zhou, M Sun IEEE/ACM TASLP 2021 29, 2930-2941, 2021	9	2021
Xagent: An autonomous agent for complex task solving X Team Github Project, 2023	6	2023
Human Emotion Knowledge Representation Emerges in Large Language Models and Supports Discrete Emotion Inference M Li, Y Su, HY Huang, J Cheng, X Hu, X Zhang, H Wang, Y Qin, X Wang, ... arXiv preprint arXiv:2302.09582, 2023	3*	2023
Exploring the Impact of Model Scaling on Parameter-Efficient Tuning Y Su, CM Chan, J Cheng, Y Qin, Y Lin, S Hu, Z Yang, N Ding, X Sun, ... EMNLP 2023, 15062-15078, 2023	1*	2023
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication W Chen, C Yuan, J Yuan, Y Su, C Qian, C Yang, R Xie, Z Liu, M Sun arXiv preprint arXiv:2402.18439, 2024		2024
Confidence Matters: Revisiting Intrinsic Self-Correction Capabilities of Large Language Models L Li, G Chen, Y Su, Z Chen, Y Zhang, E Xing, K Zhang arXiv preprint arXiv:2402.12563, 2024		2024

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