| 2025 | ACL | Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing. | Wenhao Liu, Siyu An, Junru Lu, Muling Wu, Tianlong Li, Xiaohua Wang, Changze Lv, Xiaoqing Zheng, Di Yin, Xing Sun, Xuanjing Huang |
| 2025 | ACL | RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following. | Junru Lu, Jiazheng Li, Guodong Shen, Lin Gui, Siyu An, Yulan He, Di Yin, Xing Sun |
| 2025 | COLING | FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema. | Junru Lu, Siyu An, Min Zhang, Yulan He, Di Yin, Xing Sun |
| 2025 | EMNLP | Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time. | Jiazheng Li, Yuxiang Zhou, Junru Lu, Gladys Tyen, Lin Gui, Cesare Aloisi, Yulan He |
| 2025 | IROS | LLplace: Embodied 3D Indoor Layout Synthesis Framework with Large Language Model. | Yixuan Yang, Junru Lu, Zixiang Zhao, Zhen Luo, Wanxi Dong, Victor Sanchez, Feng Zheng |
| 2024 | EMNLP | Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence. | Junru Lu, Jiazheng Li, Siyu An, Meng Zhao, Yulan He, Di Yin, Xing Sun |
| 2023 | EACL | NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization. | Junru Lu, Jiazheng Li, Byron C. Wallace, Yulan He, Gabriele Pergola |
| 2022 | EMNLP | Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation. | Junru Lu, Xingwei Tan, Gabriele Pergola, Lin Gui, Yulan He |
| 2020 | COLING | CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering. | Junru Lu, Gabriele Pergola, Lin Gui, Binyang Li, Yulan He |