Daixuan Cheng

According to our database, Daixuan Cheng authored at least 14 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

How to Synthesize Text Data without Model Collapse?

Xuekai Zhu, Daixuan Cheng, Hengli Li, Kaiyan Zhang, Ermo Hua, Xingtai Lv, Ning Ding, Zhouhan Lin, Zilong Zheng, Bowen Zhou

CoRR, 2024

On Domain-Specific Post-Training for Multimodal Large Language Models.

Daixuan Cheng, Shaohan Huang, Ziyu Zhu, Xintong Zhang, Wayne Xin Zhao, Zhongzhi Luan, Bo Dai, Zhenliang Zhang

CoRR, 2024

FM-Delta: Lossless Compression for Storing Massive Fine-tuned Foundation Models.

Wanyi Ning, Jingyu Wang, Qi Qi, Mengde Zhu, Haifeng Sun, Daixuan Cheng, Jianxin Liao, Ce Zhang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

MDR: Model-Specific Demonstration Retrieval at Inference Time for In-Context Learning.

Huazheng Wang, Jinming Wu, Haifeng Sun, Zixuan Xia, Daixuan Cheng, Jingyu Wang, Qi Qi, Jianxin Liao

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Adapting Large Language Models via Reading Comprehension.

Daixuan Cheng, Shaohan Huang, Furu Wei

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Instruction Pre-Training: Language Models are Supervised Multitask Learners.

Daixuan Cheng, Yuxian Gu, Shaohan Huang, Junyu Bi, Minlie Huang, Furu Wei

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation.

Daixuan Cheng, Shaohan Huang, Junyu Bi, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Furu Wei, Denvy Deng, Qi Zhang

CoRR, 2023

VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching.

Junyu Bi, Daixuan Cheng, Ping Yao, Bochen Pang, Yuefeng Zhan, Chuanguang Yang, Yujing Wang, Hao Sun, Weiwei Deng, Qi Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation.

Daixuan Cheng, Shaohan Huang, Junyu Bi, Yuefeng Zhan, Jianfeng Liu, Yujing Wang, Hao Sun, Furu Wei, Weiwei Deng, Qi Zhang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

How Does Diffusion Influence Pretrained Language Models on Out-of-Distribution Data?

Huazheng Wang, Daixuan Cheng, Haifeng Sun, Jingyu Wang, Qi Qi, Jianxin Liao, Jing Wang, Cong Liu

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Snapshot-Guided Domain Adaptation for ELECTRA.

Daixuan Cheng, Shaohan Huang, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Furu Wei, Denvy Deng, Qi Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2021

Pattern and content controlled response generation.

Haifeng Sun, Daixuan Cheng, Jingyu Wang, Qi Qi, Jianxin Liao

Inf. Process. Manag., 2021

Spatial-aware stacked regression network for real-time 3D hand pose estimation.

Pengfei Ren, Haifeng Sun, Weiting Huang, Jiachang Hao, Daixuan Cheng, Qi Qi, Jingyu Wang, Jianxin Liao

Neurocomputing, 2021

Parallel Decoders Guided Lexically Constrained Response Generation.

Daixuan Cheng, Haifeng Sun, Qi Qi, Jingyu Wang, Yan Qi

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021