Zhiqing Sun

For a more complete list or preprints, see the publications page, or my google scholar page.

(*=equal contribution)

2024

1. ICLR

   SALMON: Self-Alignment with Instructable Reward Models

   Zhiqing Sun, Yikang Shen, Hongxin Zhang, Qinhong Zhou, Zhenfang Chen, David Daniel Cox, Yiming Yang, and Chuang Gan

   In The Twelfth International Conference on Learning Representations, 2024

   Bib HTML Code

   @inproceedings{sun2023salmon,
     title = {SALMON: Self-Alignment with Instructable Reward Models},
     author = {Sun, Zhiqing and Shen, Yikang and Zhang, Hongxin and Zhou, Qinhong and Chen, Zhenfang and Cox, David Daniel and Yang, Yiming and Gan, Chuang},
     booktitle = {The Twelfth International Conference on Learning Representations},
     year = {2024},
   }

2. NeurIPS

   Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision

   Zhiqing Sun*, Longhui Yu*, Yikang Shen, Weiyang Liu, Yiming Yang, Sean Welleck, and Chuang Gan

   In The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024

   Bib HTML Code

   @inproceedings{suneasy,
     title = {Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision},
     author = {Sun*, Zhiqing and Yu*, Longhui and Shen, Yikang and Liu, Weiyang and Yang, Yiming and Welleck, Sean and Gan, Chuang},
     booktitle = {The Thirty-eighth Annual Conference on Neural Information Processing Systems},
     year = {2024},
   }

3. ACL Findings

   Aligning Large Multimodal Models with Factually Augmented RLHF

   Zhiqing Sun*, Sheng Shen*, Shengcao Cao*, Haotian Liu, Chunyuan Li, Yikang Shen, Chuang Gan+, Liang-Yan Gui+, Yu-Xiong Wang+, Yiming Yang+, Kurt Keutzer+, and Trevor Darrell+

   In Findings of the Association for Computational Linguistics: ACL 2024, 2024

   Bib HTML Code

   @inproceedings{sun2023aligning,
     title = {Aligning Large Multimodal Models with Factually Augmented RLHF},
     author = {Sun*, Zhiqing and Shen*, Sheng and Cao*, Shengcao and Liu, Haotian and Li, Chunyuan and Shen, Yikang and Gan+, Chuang and Gui+, Liang-Yan and Wang+, Yu-Xiong and Yang+, Yiming and Keutzer+, Kurt and Darrell+, Trevor},
     booktitle = {Findings of the Association for Computational Linguistics: ACL 2024},
     year = {2024},
   }

2023

1. NeurIPS (Spotlight)

   Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision

   Zhiqing Sun, Yikang Shen, Qinhong Zhou, Hongxin Zhang, Zhenfang Chen, David Cox, Yiming Yang, and Chuang Gan

   In Thirty-seventh Conference on Neural Information Processing Systems, 2023

   Bib HTML Code

   @inproceedings{sun2023principle,
     title = {Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision},
     author = {Sun, Zhiqing and Shen, Yikang and Zhou, Qinhong and Zhang, Hongxin and Chen, Zhenfang and Cox, David and Yang, Yiming and Gan, Chuang},
     booktitle = {Thirty-seventh Conference on Neural Information Processing Systems},
     year = {2023},
     url = {https://openreview.net/forum?id=p40XRfBX96},
   }

2. NeurIPS (Spotlight)

   DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization

   Zhiqing Sun, and Yiming Yang

   In Thirty-seventh Conference on Neural Information Processing Systems, 2023

   Bib HTML Code

   @inproceedings{sun2023difusco,
     title = {{DIFUSCO}: Graph-based Diffusion Solvers for Combinatorial Optimization},
     author = {Sun, Zhiqing and Yang, Yiming},
     booktitle = {Thirty-seventh Conference on Neural Information Processing Systems},
     year = {2023},
     url = {https://openreview.net/forum?id=JV8Ff0lgVV},
   }

3. ICLR

   Recitation-Augmented Language Models

   Zhiqing Sun, Xuezhi Wang, Yi Tay, Yiming Yang, and Denny Zhou

   In The Eleventh International Conference on Learning Representations, 2023

   Bib HTML Code

   @inproceedings{sun2023recitation,
     title = {Recitation-Augmented Language Models},
     author = {Sun, Zhiqing and Wang, Xuezhi and Tay, Yi and Yang, Yiming and Zhou, Denny},
     booktitle = {The Eleventh International Conference on Learning Representations},
     year = {2023},
   }