| 2026 | AAAI | Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs. | Xinwei Wu, Heng Liu, Xiaohu Zhao, Yuqi Ren, Linlong Xu, Longyue Wang, Deyi Xiong, Weihua Luo, Kaifu Zhang |
| 2026 | ACL | Revisiting Entropy in Reinforcement Learning for Large Reasoning Models. | Renren Jin, Pengzhi Gao, Yuqi Ren, Zhuowen Han, Tongxuan Zhang, Wuwei Huang, Wei Liu, Jian Luan, Deyi Xiong |
| 2026 | ACL | Neuronal Insights into LLM Attacks: Targeted Neuron Tuning for Precise and Robust Vulnerability Patching. | Dan Shi, Renren Jin, Zhuowen Han, Yuqi Ren, Xinwei Wu, Zhigen Li, Deyi Xiong |
| 2026 | ACL | ExpertIVS: Sociological Expert Driven Individual Value Simulation in Large Language Models. | Zhen Wang, Yuqi Ren, Yuehan Cui, Hongxiang Wang, Jianxiang Peng, Zhaoxia Zhang, Bingkun Zhu, Tongxuan Zhang, Dezhi Tong, Deyi Xiong |
| 2026 | ACL | EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery. | Xiaoyu Xiong, Yuqi Ren, Deyi Xiong |
| 2026 | ACL | From Curated Data to Scalable Models: Continual Pre-training of Dense and MoE Large Language Models for Tibetan. | Lei Yang, Leiyu Pan, Bojian Xiong, Renren Jin, Shaowei Zhang, Yue Chen, Ling Shi, Jiang Zhou, Junru Wu, Zhen Wang, Jianxiang Peng, Juesi Xiao, Tianyu Dong, Zhuowen Han, Zhuo Chen, Yuqi Ren, Deyi Xiong |
| 2026 | ACL | Beyond Value Benchmarks: Measuring Value-Structure Alignment in Large Language Models via Symmetric Q-Sorts. | Jingting Zheng, Yuqi Ren, Linhao Yu, Yongqi Leng, Deyi Xiong |
| 2026 | ACL | DVMap: Fine-Grained Pluralistic Value Alignment via High-Consensus Demographic-Value Mapping. | Pengyun Zhu, Yuqi Ren, Zhen Wang, Lei Yang, Deyi Xiong |
| 2025 | COLING | Do Large Language Models Mirror Cognitive Language Processing? | Yuqi Ren, Renren Jin, Tongxuan Zhang, Deyi Xiong |
| 2024 | COLING | LHMKE: A Large-scale Holistic Multi-subject Knowledge Evaluation Benchmark for Chinese Large Language Models. | Chuang Liu, Renren Jin, Yuqi Ren, Deyi Xiong |
| 2023 | ACL | HuaSLIM: Human Attention Motivated Shortcut Learning Identification and Mitigation for Large Language models. | Yuqi Ren, Deyi Xiong |
| 2022 | AAAI | Bridging between Cognitive Processing Signals and Linguistic Features via a Unified Attentional Network. | Yuqi Ren, Deyi Xiong |
| 2022 | COLING | CoDoNMT: Modeling Cohesion Devices for Document-Level Neural Machine Translation. | Yikun Lei, Yuqi Ren, Deyi Xiong |
| 2021 | ACL | CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals. | Yuqi Ren, Deyi Xiong |