A Classification Method of Imbalanced Data Base on PSO Algorithm. - Junru Lu; Chunkai Zhang; Fengxing Shi (ICYCSEE (2), 2016)

Research on Classification Method of High-Dimensional Class-Imbalanced Data Sets Based on SVM. - Chunkai Zhang; Jianwei Guo; Junru Lu (DSC, 2017)

Optimal Task Assignment Based on Incentive Design in the Virtual Enterprise: a Principal-agent Perspective. - Junru Lu; Zhiping Zhou (ICEME, 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)

CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering. - Junru Lu; Gabriele Pergola; Lin Gui 003; Binyang Li; Yulan He 001 (COLING, 2020)

Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation. - Junru Lu; Xingwei Tan; Gabriele Pergola; Lin Gui 003; Yulan He 001 (EMNLP (Findings), 2022)

NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization. - Junru Lu; Jiazheng Li 002; Byron C. Wallace; Yulan He 001; Gabriele Pergola (EACL (Findings), 2023)

Event Knowledge Incorporation with Posterior Regularization for Event-Centric Question Answering. - Junru Lu; Gabriele Pergola; Lin Gui 003; Yulan He 001 (CoRR, 2023)

MemoChat: Tuning LLMs to Use Memos for Consistent Long-Range Open-Domain Conversation. - Junru Lu; Siyu An; Mingbao Lin; Gabriele Pergola; Yulan He 001; Di Yin; Xing Sun 001; Yunsheng Wu (CoRR, 2023)

Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence. - Junru Lu; Jiazheng Li 002; Siyu An; Meng Zhao; Yulan He 001; Di Yin; Xing Sun 001 (EMNLP, 2024)

FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema. - Junru Lu; Siyu An; Min Zhang 005; Yulan He 001; Di Yin; Xing Sun 001 (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)

FinVerse: An Autonomous Agent System for Versatile Financial Analysis. - Siyu An; Qin Li; Junru Lu; Di Yin; Xing Sun 001 (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)

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 001; Xuanjing Huang 001 (CoRR, 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; Changze Lv; Xiaoqing Zheng; Di Yin; Xing Sun 001; Xuanjing Huang 001 (ACL (Findings), 2025)

RoleMRC: A Fine-Grained Composite Benchmark for Role-Playing and Instruction-Following. - Junru Lu; Jiazheng Li 002; Guodong Shen; Lin Gui 003; Siyu An; Yulan He 001; Di Yin; Xing Sun 001 (ACL (Findings), 2025)

FIPO: Free-form Instruction-oriented Prompt Optimization with Preference Dataset and Modular Fine-tuning Schema. - Junru Lu; Siyu An; Min Zhang 005; Yulan He 002; Di Yin; Xing Sun 001 (COLING, 2025)

Two Heads Are Better Than One: Dual-Model Verbal Reflection at Inference-Time. - Jiazheng Li 002; Yuxiang Zhou; Junru Lu; Gladys Tyen; Lin Gui 003; Cesare Aloisi; Yulan He 001 (CoRR, 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 003; Jinyu Yang; Victor Sanchez; Feng Zheng (CoRR, 2025)