| 2026 | AAAI | ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning. | Juyuan Wang, Rongchen Zhao, Wei Wei, Yufeng Wang, Mo Yu, Jie Zhou, Jin Xu, Liyan Xu |
| 2026 | ACL | ReFreeKV: Towards Threshold-Free KV Cache Compression. | Xuanfan Ni, Liyan Xu, Chenyang Lyu, Longyue Wang, Mo Yu, Lemao Liu, Fandong Meng, Jie Zhou, Piji Li |
| 2026 | ACL | Situated Embedding Models for Context-Aware Dense Retrieval. | Junjie Wu, Jiangnan Li, Yuqing Li, Lemao Liu, Liyan Xu, Jiwei Li, Dit-Yan Yeung, Jie Zhou, Mo Yu |
| 2025 | ACL | ScEdit: Script-based Assessment of Knowledge Editing. | Xinye Li, Zunwen Zheng, Qian Zhang, Dekai Zhuang, Jiabao Kang, Liyan Xu, Qingbin Liu, Xi Chen, Zhiying Tu, Dianhui Chu, Dianbo Sui |
| 2025 | EMNLP | Exploring Deductive and Inductive Reasoning Capabilities of Large Language Models in Procedural Planning. | Jiabao Kang, Xinye Li, Liyan Xu, Qingbin Liu, Xi Chen, Zhiying Tu, Dianhui Chu, Dianbo Sui |
| 2025 | EMNLP | Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings. | Liyan Xu, Zhenlin Su, Mo Yu, Jiangnan Li, Fandong Meng, Jie Zhou |
| 2024 | AAAI | SIG: Speaker Identification in Literature via Prompt-Based Generation. | Zhenlin Su, Liyan Xu, Jin Xu, Jiangnan Li, Mingdu Huangfu |
| 2024 | ACL | Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions. | Liyan Xu, Jiangnan Li, Mo Yu, Jie Zhou |
| 2024 | EMNLP | Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy. | Liyan Xu, Zhenlin Su, Mo Yu, Jin Xu, Jinho D. Choi, Jie Zhou, Fei Liu |
| 2024 | ICML | Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind. | Mo Yu, Qiujing Wang, Shunchi Zhang, Yisi Sang, Kangsheng Pu, Zekai Wei, Han Wang, Liyan Xu, Jing Li, Yue Yu, Jie Zhou |
| 2023 | ACL | Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach. | Liyan Xu, Chenwei Zhang, Xian Li, Jingbo Shang, Jinho D. Choi |
| 2023 | HPSR | CTGAN-assisted CNN for high-resolution wireless channel delay estimation. | Liyan Xu, Lei Feng, Wenjing Li |
| 2022 | AAAI | Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph. | Liyan Xu, Xuchao Zhang, Bo Zong, Yanchi Liu, Wei Cheng, Jingchao Ni, Haifeng Chen, Liang Zhao, Jinho D. Choi |
| 2022 | CIKM | Improving Downstream Task Performance by Treating Numbers as Entities. | Dhanasekar Sundararaman, Vivek Subramanian, Guoyin Wang, Liyan Xu, Lawrence Carin |
| 2022 | ICASSP | RescoreBERT: Discriminative Speech Recognition Rescoring With Bert. | Liyan Xu, Yile Gu, Jari Kolehmainen, Haidar Khan, Ankur Gandhe, Ariya Rastrow, Andreas Stolcke, Ivan Bulyko |
| 2022 | NAACL | Modeling Task Interactions in Document-Level Joint Entity and Relation Extraction. | Liyan Xu, Jinho D. Choi |
| 2021 | EMNLP | Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation. | Liyan Xu, Xuchao Zhang, Xujiang Zhao, Haifeng Chen, Feng Chen, Jinho D. Choi |
| 2020 | EMNLP | Revealing the Myth of Higher-Order Inference in Coreference Resolution. | Liyan Xu, Jinho D. Choi |
| 2020 | ISNN | Parameters Identification of Solar Cells Based on Classification Particle Swarm Optimization Algorithm. | Haijie Bao, Chuyi Song, Liyan Xu, Jingqing Jiang |