| 2026 | ACL | MoRI: Learning Motivation-Grounded Reasoning for Scientific Ideation in Large Language Models. | Chenyang Gu, Jiahao Cheng, Meicong Zhang, Pujun Zheng, Jinquan Zheng, Guoxiu He |
| 2026 | ACL | Mitigating Selection Bias in Large Language Models via Permutation-Aware GRPO. | Jinquan Zheng, Jia Yuan, Jiacheng Yao, Chenyang Gu, Pujun Zheng, Guoxiu He |
| 2026 | ACL | From Isolated Scoring to Collaborative Ranking: A Comparison-Native Framework for LLM-Based Paper Evaluation. | Pujun Zheng, Jiacheng Yao, Jinquan Zheng, Chenyang Gu, Guoxiu He, Jiawei Liu, Yong Huang, Tianrui Guo, Wei Lu |
| 2025 | AAAI | Interweaving Memories of a Siamese Large Language Model. | Xin Song, Zhikai Xue, Guoxiu He, Jiawei Liu, Wei Lu |
| 2025 | ACL | Dynamic Chunking and Selection for Reading Comprehension of Ultra-Long Context in Large Language Models. | Boheng Sheng, Jiacheng Yao, Meicong Zhang, Guoxiu He |
| 2025 | EMNLP | Chain-of-Thought Prompting Obscures Hallucination Cues in Large Language Models: An Empirical Evaluation. | Jiahao Cheng, Tiancheng Su, Jia Yuan, Guoxiu He, Jiawei Liu, Xinqi Tao, Jingwen Xie, Huaxia Li |
| 2024 | CIKM | Predicting Scientific Impact Through Diffusion, Conformity, and Contribution Disentanglement. | Zhikai Xue, Guoxiu He, Zhuoren Jiang, Sichen Gu, Yangyang Kang, Star Zhao, Wei Lu |
| 2024 | EMNLP | Recurrent Alignment with Hard Attention for Hierarchical Text Rating. | Chenxi Lin, Jiayu Ren, Guoxiu He, Zhuoren Jiang, Haiyan Yu, Xiaomin Zhu |
| 2024 | RecSys | Not All Videos Become Outdated: Short-Video Recommendation by Learning to Deconfound Release Interval Bias. | Lulu Dong, Guoxiu He, Aixin Sun |
| 2021 | AAAI | Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff. | Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu |
| 2021 | ACL | Modularized Interaction Network for Named Entity Recognition. | Fei Li, Zheng Wang, Siu Cheung Hui, Lejian Liao, Dandan Song, Jing Xu, Guoxiu He, Meihuizi Jia |
| 2021 | EMNLP | A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis. | Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiaozhong Liu |
| 2020 | SIGIR | Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise. | Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu, Wei Lu |
| 2020 | SIGIR | Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention. | Guoxiu He, Yangyang Kang, Zhuoren Jiang, Jiawei Liu, Changlong Sun, Xiaozhong Liu, Wei Lu |
| 2019 | EMNLP | Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation. | Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiaozhong Liu |
| 2019 | SIGIR | Finding Camouflaged Needle in a Haystack?: Pornographic Products Detection via Berrypicking Tree Model. | Guoxiu He, Yangyang Kang, Zhe Gao, Zhuoren Jiang, Changlong Sun, Xiaozhong Liu, Wei Lu, Qiong Zhang, Luo Si |
| 2018 | ICTIR | Entire Information Attentive GRU for Text Representation. | Guoxiu He, Wei Lu |