Shaobo Wang (王少博)

@article{wang2025dataset,
  title = {Dataset Distillation with Neural Characteristic Function: A Minmax Perspective},
  author = {Wang, Shaobo and Yang, Yicun and Liu, Zhiyuan and Sun, Chenghao and Hu, Xuming and He, Conghui and Zhang, Linfeng},
  year = {2025},
  journal = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
  news_zh = {https://mp.weixin.qq.com/s/VtIqPF_a098qAEvrTKbi6A}
}

@article{wang2025datawhisperer,
  title = {Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning},
  author = {Wang, Shaobo and Jin, Xiangqi and Wang, Ziming and Wang, Jize and Zhang, Jiajun and Li, Kaixin and Wen, Zichen and Li, Zhong and He, Conghui and Hu, Xuming and Zhang, Linfeng},
  year = {2025},
  journal = {Annual Meeting of the Association for Computational Linguistics},
}

@article{wang2024gnothi,
  title = {Gnothi Seauton: Empowering Faithful Self-Interpretability in Black-Box Transformers},
  author = {Wang, Shaobo and Tang, Hongxuan and Wang, Mingyang and Zhang, Hongrui and Liu, Xuyang and Li, Weiya and Hu, Xuming and Zhang, Linfeng},
  year = {2025},
  primaryclass = {cs.LG},
  journal = {International Conference on Learning Representations},
}

@article{li2025dd,
  title = {Dd-ranking: Rethinking the evaluation of dataset distillation},
  author = {Li, Zekai and Zhong, Xinhao and Khaki, Samir and Liang, Zhiyuan and Zhou, Yuhao and Shi, Mingjia and Wang, Ziqiao and Zhao, Xuanlei and Zhao, Wangbo and Qin, Ziheng and others},
  year = {2025},
}

@misc{liu2025shiftingaiefficiencymodelcentric,
  title = {Shifting AI Efficiency From Model-Centric to Data-Centric Compression},
  author = {Liu*, Xuyang and Wen*, Zichen and Wang*, Shaobo and Chen, Junjie and Tao, Zhishan and Wang, Yubo and Jin, Xiangqi and Zou, Chang and Wang, Yiyu and Liao, Chenfei and Zheng, Xu and Chen, Honggang and Li, Weijia and Hu, Xuming and He, Conghui and Zhang, Linfeng},
  year = {2025},
  eprint = {2505.19147},
  archiveprefix = {arXiv},
  primaryclass = {cs.CL},
}

@misc{liu2025dllm,
  title = {dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching},
  author = {Liu, Zhiyuan and Yang, Yicun and Zhang, Yaojie and Chen, Junjie and Zou, Chang and Wei, Qingyan and Wang, Shaobo and Zhang, Linfeng},
  year = {2025},
}

@misc{recon,
  title = {Reasoning Like an Economist: Post-Training on Economic Problems Induces Strategic Generalization in LLMs},
  author = {Zhou*, Yufa and Wang*, Shaobo and Dong*, Xingyu and Jin, Xiangqi and Chen, Yifang and Min, Yue and Ren, Xingzhang and Yang, Kexin and Liu, Dayiheng and Zhang, Linfeng},
  year = {2025},
}

@article{li2024think2drive,
  title = {Think2Drive: Efficient Reinforcement Learning by Thinking with Latent World Model for Autonomous Driving (in CARLA-V2)},
  author = {Li, Qifeng and Jia, Xiaosong and Wang, Shaobo and Yan, Junchi},
  journal = {European Conference on Computer Vision},
  year = {2024},
}

@article{chen2024unveiling,
  title = {Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers},
  author = {Chen, Siyu and Sheen, Heejune and Wang, Tianhao and Yang, Zhuoran},
  journal = {Advances in Neural Information Processing Systems},
  year = {2024},
}

@article{li2021visualizing,
  title = {Visualizing the emergence of intermediate visual patterns in dnns},
  author = {Li, Mingjie and Wang, Shaobo and Zhang, Quanshi},
  journal = {Advances in Neural Information Processing Systems},
  volume = {34},
  pages = {6594--6607},
  year = {2021},
}