publications

2026

1. ACL

   

   Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders

   Yupeng Hou^†, Jiacheng Li^†, Xiangjun Fu^†, and 4 more authors

   In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), Oral Presentation

   arXiv Bib Code

   @inproceedings{fu2026blair,
     title = {Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders},
     author = {Hou, Yupeng and Li, Jiacheng and Fu, Xiangjun and He, Zhankui and Yan, An and Chen, Xiusi and McAuley, Julian},
     booktitle = {Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026)},
     year = {2026},
   }

2. COLM WS ICLR
   Under Review

   

   Latent Reasoning with Normalizing Flows

   Xiangjun Fu^†, Guancheng Tu^†, Suhao Yu, and 5 more authors

   In COLM 2026 Workshop on Efficient Reasoning

   arXiv Bib Demo

   @inproceedings{tu2026nfcot,
     title = {Latent Reasoning with Normalizing Flows},
     author = {Fu, Xiangjun and Tu, Guancheng and Yu, Suhao and Tang, Yao and Kang, Haoqiang and Qin, Lianhui and Zhang, Yizhe and Gu, Jiatao},
     booktitle = {COLM 2026 Workshop on Efficient Reasoning},
     year = {2026},
   }

3. CoRL WS

   

   Decoupled Reading: Letting Demonstration-Conditioned Policies Follow Longer Compositions

   Cheng Yang, Xiangjun Fu, and Jiatao Gu

   In CoRL 2026 Workshop on Compositional Generalization for Real-World Robot Learning

   Bib

   @inproceedings{yang2026decoupled,
     title = {Decoupled Reading: Letting Demonstration-Conditioned Policies Follow Longer Compositions},
     author = {Yang, Cheng and Fu, Xiangjun and Gu, Jiatao},
     booktitle = {CoRL 2026 Workshop on Compositional Generalization for Real-World Robot Learning},
     year = {2026},
   }

2025

1. arXiv

   

   Larger Hausdorff Dimension in Scanning Pattern Facilitates Mamba-Based Methods in Low-Light Image Enhancement

   Xinhua Wang, Caibo Feng, Xiangjun Fu, and 1 more author

   arXiv preprint arXiv:2510.26001, 2025

   arXiv Bib

   @article{wang2025hausdorff,
     title = {Larger Hausdorff Dimension in Scanning Pattern Facilitates Mamba-Based Methods in Low-Light Image Enhancement},
     author = {Wang, Xinhua and Feng, Caibo and Fu, Xiangjun and Liu, Chunxiao},
     journal = {arXiv preprint arXiv:2510.26001},
     year = {2025},
   }