Junru Lu

According to our database, Junru Lu authored at least 21 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

LLM-driven Indoor Scene Layout Generation via Scaled Human-aligned Data Synthesis and Multi-Stage Preference Optimization.

Yixuan Yang, Zhen Luo, Tongsheng Ding, Junru Lu, Mingqi Gao, Jinyu Yang, Victor Sanchez, Feng Zheng

CoRR, June, 2025

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

CoRR, February, 2025

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

Proceedings of the 31st International Conference on Computational Linguistics, 2025

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

Proceedings of the Findings of the Association for Computational Linguistics, 2025

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

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches.

Guodong Shen, Yuqi Ouyang, Junru Lu, Yixuan Yang, Victor Sanchez

IEEE Trans. Image Process., 2024

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, Xiaoqing Zheng, Di Yin, Xing Sun, Xuanjing Huang

CoRR, 2024

SNFinLLM: Systematic and Nuanced Financial Domain Adaptation of Chinese Large Language Models.

Shujuan Zhao, Lingfeng Qiao, Kangyang Luo, Qian-Wen Zhang, Junru Lu, Di Yin

CoRR, 2024

FinVerse: An Autonomous Agent System for Versatile Financial Analysis.

Siyu An, Qin Li, Junru Lu, Di Yin, Xing Sun

CoRR, 2024

LLplace: The 3D Indoor Scene Layout Generation and Editing via Large Language Model.

Yixuan Yang, Junru Lu, Zixiang Zhao, Zhen Luo, James J. Q. Yu, Victor Sanchez, Feng Zheng

CoRR, 2024

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

CoRR, 2024

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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation.

Junru Lu, Siyu An, Mingbao Lin, Gabriele Pergola, Yulan He, Di Yin, Xing Sun, Yunsheng Wu

CoRR, 2023

Event Knowledge Incorporation with Posterior Regularization for Event-Centric Question Answering.

Junru Lu, Gabriele Pergola, Lin Gui, Yulan He

CoRR, 2023

NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization.

Junru Lu, Jiazheng Li, Byron C. Wallace, Yulan He, Gabriele Pergola

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2022

Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation.

Junru Lu, Xingwei Tan, Gabriele Pergola, Lin Gui, Yulan He

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2020

CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering.

Junru Lu, Gabriele Pergola, Lin Gui, Binyang Li, Yulan He

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Identifying User Profile by Incorporating Self-Attention Mechanism based on CSDN Data Set.

Junru Lu, Le Chen, Kongming Meng, Fengyi Wang, Jun Xiang, Nuo Chen, Xu Han, Binyang Li

Data Intell., 2019

Optimal Task Assignment Based on Incentive Design in the Virtual Enterprise: a Principal-agent Perspective.

Junru Lu, Zhiping Zhou

Proceedings of the 10th International Conference on E-business, Management and Economics, 2019

2017

Research on Classification Method of High-Dimensional Class-Imbalanced Data Sets Based on SVM.

Chunkai Zhang, Jianwei Guo, Junru Lu

Proceedings of the Second IEEE International Conference on Data Science in Cyberspace, 2017

2016

A Classification Method of Imbalanced Data Base on PSO Algorithm.

Junru Lu, Chunkai Zhang, Fengxing Shi

Proceedings of the Social Computing, 2016