Shicheng Fan

@misc{zhu2026rsiagent,
  title = {{RSIAgent}: Autonomous Exploration for Recursive Self-improvement in New Environments},
  author = {Zhu, Sibo and Fan, Shicheng and Wang, Xinyue and Wu, Wenyi and Zhou, Kun and Huang, Biwei},
  year = {2026},
  archiveprefix = {arXiv},
  primaryclass = {cs.AI},
}

@misc{fan2026acworld,
  title = {Agentic Commerce World: An Auditable and Verifiable Environment for Vibe Commerce},
  author = {Fan, Shicheng and Yang, Mingdai and Wang, Duohao and Chen, Canyu and Zhang, Yongfeng and Wei, Hua and Li, Manling and McAuley, Julian and Zhang, Kun and Yu, Philip S. and Yu, Kejing and Liu, Zhiwei},
  year = {2026},
  archiveprefix = {arXiv},
  primaryclass = {cs.AI},
}

@inproceedings{zhang2026coevoskills,
  title = {{CoEvoSkills}: Self-Evolving Agent Skills via Co-Evolutionary Verification},
  author = {Zhang, Hanrong and Fan, Shicheng and Zou, Henry Peng and Chen, Yankai and Wang, Zhenting and Zhou, Jiayu and Li, Chengze and Huang, Wei-Chieh and Yao, Yifei and Zheng, Kening and Liu, Xue and Li, Xiaoxiao and Yu, Philip S.},
  booktitle = {Conference on Language Modeling ({COLM})},
  year = {2026},
  archiveprefix = {arXiv},
  primaryclass = {cs.AI},
}

@inproceedings{fan2026trace,
  title = {{TRACE}: Trajectory Recovery for Continuous Mechanism Evolution in Causal Representation Learning},
  author = {Fan, Shicheng and Zhang, Kun and Cheng, Lu},
  booktitle = {International Conference on Machine Learning ({ICML})},
  year = {2026},
  archiveprefix = {arXiv},
  primaryclass = {cs.LG},
}

@inproceedings{fan2026mosaic,
  title = {{MOSAIC}: Module Discovery via Sparse Additive Identifiable Causal Learning for Scientific Time Series},
  author = {Fan, Shicheng and Elhendawy, Nour and Sun, Jianle and Fang, Ke and Zhang, Kun and Wang, Yihang and Cheng, Lu},
  booktitle = {Conference on Neural Information Processing Systems ({NeurIPS})},
  year = {2026},
  archiveprefix = {arXiv},
  primaryclass = {cs.LG},
}

@misc{fan2026corver,
  title = {Beyond Math and Code: Lightweight Corpus-Grounded Process Rewards for Factual Question Answering},
  author = {Fan, Shicheng and Hao, Haochang and Min, Dehai and Liu, Weihao and Zhang, Hanrong and Wei, Lingwei and Zou, Henry Peng and Guo, Chengquan and Yang, Jie and Bao, Honghui and Liu, Zhiwei and Cheng, Lu and Yu, Philip S.},
  year = {2026},
  archiveprefix = {arXiv},
  primaryclass = {cs.CL},
}