| 2026 | AAAI | Invariant Feature Learning for Counterfactual Watch-time Prediction in Video Recommendation. | Chenghou Jin, Yixin Ren, Hongxu Ma, Yewei Xia, Yi Guan, Hao Zhang, Jiandong Ding, Jihong Guan, Shuigeng Zhou |
| 2026 | AAAI | AgriEval: A Comprehensive Chinese Agricultural Benchmark for Large Language Models. | Lian Yan, Haotian Wang, Chen Tang, Haifeng Liu, Tianyang Sun, Liangliang Liu, Yi Guan, Jingchi Jiang |
| 2026 | ACL | Feasible is Not Enough: Cost-Aware Optimal Tool-Chain Planning on Multi-Solution Tool Graphs. | Liangliang Liu, Yanming Li, Yigang Liu, Jialong Han, Rujia Shen, Yi Guan, Yi Lin, Jingchi Jiang |
| 2025 | ACL | Agri-CM³: A Chinese Massive Multi-modal, Multi-level Benchmark for Agricultural Understanding and Reasoning. | Haotian Wang, Yi Guan, Fanshu Meng, Chao Zhao, Lian Yan, Yang Yang, Jingchi Jiang |
| 2025 | ACL | RLKGF: Reinforcement Learning from Knowledge Graph Feedback Without Human Annotations. | Lian Yan, Chen Tang, Yi Guan, Haotian Wang, Songyuan Wang, Haifeng Liu, Yang Yang, Jingchi Jiang |
| 2024 | AAAI | Dialogues Are Not Just Text: Modeling Cognition for Dialogue Coherence Evaluation. | Xue Li, Jia Su, Yang Yang, Zipeng Gao, Xinyu Duan, Yi Guan |
| 2021 | ACL | AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER. | Weile Chen, Huiqiang Jiang, Qianhui Wu, Brje Karlsson, Yi Guan |
| 2017 | HealthCom | Transfer bi-directional LSTM RNN for named entity recognition in Chinese electronic medical records. | Xishuang Dong, Shanta Chowdhury, Lijun Qian, Yi Guan, Jinfeng Yang, Qiubin Yu |
| 2017 | ICDM | Constructing a Hierarchical User Interest Structure Based on User Profiles. | Chao Zhao, Min Zhao, Yi Guan |
| 2016 | ICCCN | ActivityHijacker: Hijacking the Android Activity Component for Sensitive Data. | Zhaoguo Wang, Chenglong Li, Yi Guan, Yibo Xue, Yingfei Dong |
| 2014 | AAAI | Representing Words as Lymphocytes. | Jinfeng Yang, Yi Guan, Xishuang Dong, Bin He |
| 2014 | ICSEng | Words Are Analogous To Lymphocytes: A Multi-Word-Agent Autonomous Learning Model. | Jinfeng Yang, Xishuang Dong, Yi Guan |
| 2013 | IJCNLP | Reserved Self-training: A Semi-supervised Sentiment Classification Method for Chinese Microblogs. | Zhiguang Liu, Xishuang Dong, Yi Guan, Jinfeng Yang |
| 2012 | ICONIP | Set-Similarity Joins Based Semi-supervised Sentiment Analysis. | Xishuang Dong, Qibo Zou, Yi Guan |
| 2011 | IJCNLP | Automatically Generating Questions from Queries for Community-based Question Answering. | Shiqi Zhao, Haifeng Wang, Chao Li, Ting Liu, Yi Guan |
| 2007 | ACL | A Probabilistic Approach to Syntax-based Reordering for Statistical Machine Translation. | Chi-Ho Li, Minghui Li, Dongdong Zhang, Mu Li, Ming Zhou, Yi Guan |
| 2007 | ICNC | An Enhanced Text Analysis Approach in Text-to-Speech Synthesis for Mandarin Chinese. | Wei Jiang, Xiaolong Wang, Yi Guan, Xiu-Li Pang |
| 2006 | ICDM | An Improved Feature Representation Method for Maximum Entropy Model. | Yi Guan, Jian Zhao |
| 2006 | ISDA | An Improved Unknown Word Recognition Model based on Multi-Knowledge Source Method. | Wei Jiang, Yi Guan, Xiaolong Wang |
| 2005 | ICNC | Automatic Text Summarization Based on Lexical Chains. | Yanmin Chen, Xiaolong Wang, Yi Guan |
| 2004 | IJCNLP | A Study of Semi-discrete Matrix Decomposition for LSI in Automated Text Categorization. | Qiang Wang, Xiaolong Wang, Yi Guan |