| 2025 | ACL | A Training-free LLM-based Approach to General Chinese Character Error Correction. | Houquan Zhou, Bo Zhang, Zhenghua Li, Ming Yan, Min Zhang |
| 2025 | ACL | Mixture of Small and Large Models for Chinese Spelling Check. | Ziheng Qiao, Houquan Zhou, Zhenghua Li |
| 2025 | ACL | DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check. | Ziheng Qiao, Houquan Zhou, Yumeng Liu, Zhenghua Li, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang |
| 2024 | EMNLP | A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models. | Houquan Zhou, Zhenghua Li, Bo Zhang, Chen Li, Shaopeng Lai, Ji Zhang, Fei Huang, Min Zhang |
| 2024 | SDM | Graph Summarization for Preserving Spectral Characteristics. | Houquan Zhou, Shenghua Liu, Huawei Shen, Xueqi Cheng |
| 2023 | AAAI | A Provable Framework of Learning Graph Embeddings via Summarization. | Houquan Zhou, Shenghua Liu, Danai Koutra, Huawei Shen, Xueqi Cheng |
| 2023 | EMNLP | Improving Seq2Seq Grammatical Error Correction via Decoding Interventions. | Houquan Zhou, Yumeng Liu, Zhenghua Li, Min Zhang, Bo Zhang, Chen Li, Ji Zhang, Fei Huang |
| 2022 | ACL | Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging. | Houquan Zhou, Yang Li, Zhenghua Li, Min Zhang |
| 2021 | ACL | An In-depth Study on Internal Structure of Chinese Words. | Chen Gong, Saihao Huang, Houquan Zhou, Zhenghua Li, Min Zhang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan |
| 2021 | CoNLL | A Coarse-to-Fine Labeling Framework for Joint Word Segmentation, POS Tagging, and Constituent Parsing. | Yang Hou, Houquan Zhou, Zhenghua Li, Yu Zhang, Min Zhang, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan |
| 2021 | ICA3PP | GlowImp: Combining GLOW and GAN for Multivariate Time Series Imputation. | Caizheng Liu, Houquan Zhou, Zhi Sun, Guangfan Cui |
| 2021 | SDM | DPGS: Degree-Preserving Graph Summarization. | Houquan Zhou, Shenghua Liu, Kyuhan Lee, Kijung Shin, Huawei Shen, Xueqi Cheng |
| 2020 | IJCAI | Fast and Accurate Neural CRF Constituency Parsing. | Yu Zhang, Houquan Zhou, Zhenghua Li |