Zonghan Yang

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Yang LiuGDS Professor, Tsinghua UniversityVerified email at tsinghua.edu.cn
Maosong SunProfessor of Computer Science and Technology, Tsinghua UniversityVerified email at tsinghua.edu.cn
Zhiyuan LiuAssociate Professor, Tsinghua UniversityVerified email at tsinghua.edu.cn
Ning DingTsinghua UniversityVerified email at mail.tsinghua.edu.cn
Yusheng SuTsinghua UniversityVerified email at tsinghua.org.cn
Yujia QinTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Shengding HuTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Weize ChenTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Peng LIInstitute for AI Industry Research (AIR), Tsinghua UniversityVerified email at air.tsinghua.edu.cn
Xiaozhi WangTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Juanzi LiTsinghua UniversityVerified email at tsinghua.edu.cn
Tang JieWeBank Chair Professor, Tsinghua UniversityVerified email at tsinghua.edu.cn
Shuo WangTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Xiaoyuan YiMicrosoftVerified email at microsoft.com
Zhixing TanTsinghua UniversityVerified email at tsinghua.edu.cn
Yong ChengGoogle DeepmindVerified email at google.com
Tianyu PangSenior Research Scientist, Sea AI LabVerified email at sea.com
Xing Xie 谢幸Partner Research Manager, Microsoft, ACM Fellow, IEEE Fellow, CCF FellowVerified email at microsoft.com
Zeyuan YangTsinghua UniversityVerified email at mails.tsinghua.edu.cn
Xu HanTsinghua UniversityVerified email at mails.tsinghua.edu.cn

Zonghan Yang

Tsinghua University

Verified email at mails.tsinghua.edu.cn - Homepage

Deep Learning Machine Learning


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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	639*	2023
Neural machine translation: A review of methods, resources, and tools Z Tan, S Wang, Z Yang, G Chen, X Huang, M Sun, Y Liu AI Open 1, 5-21, 2020	142	2020
Reducing word omission errors in neural machine translation: A contrastive learning approach Z Yang, Y Cheng, Y Liu, M Sun Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019	73	2019
Chinese poetry generation with a working memory model X Yi, M Sun, R Li, Z Yang Proceedings of the Twenty-Seventh International Joint Conference on …, 2018	59	2018
Unified detoxifying and debiasing in language generation via inference-time adaptive optimization Z Yang, X Yi, P Li, Y Liu, X Xie ICLR 2023, 2022	30	2022
On Robust Prefix-Tuning for Text Classification Z Yang, Y Liu International Conference on Learning Representations, 2022	24	2022
OneBit: Towards Extremely Low-bit Large Language Models Y Xu, X Han, Z Yang, S Wang, Q Zhu, Z Liu, W Liu, W Che arXiv preprint arXiv:2402.11295, 2024	16	2024
A Closer Look at the Adversarial Robustness of Deep Equilibrium Models Z Yang, T Pang, Y Liu Advances in Neural Information Processing Systems, 2022	12	2022
Interpolation between residual and non-residual networks Z Yang, Y Liu, C Bao, Z Shi International Conference on Machine Learning, 10736-10745, 2020	11	2020
Alternated training with synthetic and authentic data for neural machine translation R Jiao, Z Yang, M Sun, Y Liu Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 …, 2021	10	2021
Scaffolding coordinates to promote vision-language coordination in large multi-modal models X Lei, Z Yang, X Chen, P Li, Y Liu Wordplay Workshop @ ACL 2024, 2024	7	2024
ReAct Meets ActRe: Autonomous Annotations of Agent Trajectories for Contrastive Self-Training Z Yang, P Li, M Yan, J Zhang, F Huang, Y Liu COLM 2024, 2024	5*	2024
Towards Unified Alignment Between Agents, Humans, and Environment Z Yang, A Liu, Z Liu, K Liu, F Xiong, Y Wang, Z Yang, Q Hu, X Chen, ... ICML 2024, 2024	5	2024
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, ... The 2023 Conference on Empirical Methods in Natural Language Processing, 2023	4*	2023
Adversarial Robust Memory-Based Continual Learner X Mi, F Tang, Z Yang, D Wang, J Cao, P Li, Y Liu arXiv preprint arXiv:2311.17608, 2023	4	2023
Improving Adversarial Robustness of DEQs with Explicit Regulations Along the Neural Dynamics Z Yang, P Li, T Pang, Y Liu ICML 2023, 2023	3*	2023
Restricted orthogonal gradient projection for continual learning Z Yang, Z Yang, Y Liu, P Li, Y Liu AI Open 4, 98-110, 2023	3	2023
Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models Q Zhou, Z Yang, P Li, Y Liu ACL 2023, 2023	2	2023
PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs A Liu, Z Yang, Z Zhang, Q Hu, P Li, M Yan, J Zhang, F Huang, Y Liu ACL 2024 Findings, 2024	1	2024

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