Publications

2025

1. EMNLP

   Test-Time Steering for Lossless Text Compression via Weighted Product of Experts

   Qihang Zhang, Muchen Li, Ziao Wang, Renjie Liao, and Lele Wang

   In Findings of the Association for Computational Linguistics: EMNLP 2025, 2025.

   Bib PDF Blog Code

   @inproceedings{zhang-etal-2025-test,
     title = {Test-Time Steering for Lossless Text Compression via Weighted Product of Experts},
     author = {Zhang, Qihang and Li, Muchen and Wang, Ziao and Liao, Renjie and Wang, Lele},
     booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2025},
     pages = {2076--2088},
     year = {2025},
     publisher = {Association for Computational Linguistics},
     teaser = {wPoE.jpg},
   }

2023

1. TNNLS

   Hundreds guide millions: Adaptive offline reinforcement learning with expert guidance

   Qisen Yang^*, Shenzhi Wang^*, Qihang Zhang^*, Gao Huang, and Shiji Song

   IEEE Transactions on Neural Networks and Learning Systems, 2023.

   PDF