VMSMO: Learning to Generate Multimodal Summary for Video-based News Articles. - Mingzhe Li 001; Xiuying Chen; Shen Gao; Zhangming Chan; Dongyan Zhao 001; Rui Yan 001 (EMNLP (1), 2020)

The Style-Content Duality of Attractiveness: Learning to Write Eye-Catching Headlines via Disentanglement. - Mingzhe Li 001; Xiuying Chen; Min Yang 007; Shen Gao; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2021)

Capturing Relations between Scientific Papers: An Abstractive Model for Related Work Section Generation. - Xiuying Chen; Hind Alamro; Mingzhe Li 001; Shen Gao; Xiangliang Zhang 001; Dongyan Zhao 001; Rui Yan 001 (ACL/IJCNLP (1), 2021)

Keywords and Instances: A Hierarchical Contrastive Learning Framework Unifying Hybrid Granularities for Text Generation. - Mingzhe Li 001; Xiexiong Lin; Xiuying Chen; Jinxiong Chang; Qishen Zhang; Feng Wang; Taifeng Wang; Zhongyi Liu; Wei Chu; Dongyan Zhao 001; Rui Yan 001 (ACL (1), 2022)

Personalized Query Suggestion with Searching Dynamic Flow for Online Recruitment. - Zile Zhou; Xiao Zhou 005; Mingzhe Li 001; Yang Song 021; Tao Zhang 070; Rui Yan 001 (CIKM, 2022)

Scientific Paper Extractive Summarization Enhanced by Citation Graphs. - Xiuying Chen; Mingzhe Li 001; Shen Gao; Rui Yan 001; Xin Gao 001; Xiangliang Zhang 001 (EMNLP, 2022)

Towards Improving Faithfulness in Abstractive Summarization. - Xiuying Chen; Mingzhe Li 001; Xin Gao 001; Xiangliang Zhang 001 (NeurIPS, 2022)

Target-aware Abstractive Related Work Generation with Contrastive Learning. - Xiuying Chen; Hind Alamro; Mingzhe Li 001; Shen Gao; Rui Yan 001; Xin Gao 001; Xiangliang Zhang 001 (SIGIR, 2022)

Learning towards Selective Data Augmentation for Dialogue Generation. - Xiuying Chen; Mingzhe Li 001; Jiayi Zhang; Xiaoqiang Xia; Chen Wei; Jianwei Cui 002; Xin Gao 001; Xiangliang Zhang 001; Rui Yan 001 (AAAI, 2023)

Improving the Robustness of Summarization Systems with Dual Augmentation. - Xiuying Chen; Guodong Long; Chongyang Tao; Mingzhe Li 001; Xin Gao 001; Chengqi Zhang; Xiangliang Zhang 001 (ACL (1), 2023)

Dialogue Summarization with Static-Dynamic Structure Fusion Graph. - Shen Gao; Xin Cheng 002; Mingzhe Li 001; Xiuying Chen; Jinpeng Li 003; Dongyan Zhao 001; Rui Yan 001 (ACL (1), 2023)

A Topic-aware Summarization Framework with Different Modal Side Information. - Xiuying Chen; Mingzhe Li 001; Shen Gao; Xin Cheng 002; Qiang Yang 015; Qishen Zhang; Xin Gao 001; Xiangliang Zhang 001 (SIGIR, 2023)

EZInterviewer: To Improve Job Interview Performance with Mock Interview Generator. - Mingzhe Li 001; Xiuying Chen; Weiheng Liao; Yang Song 021; Tao Zhang 070; Dongyan Zhao 001; Rui Yan 001 (WSDM, 2023)

Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological Order. - Xiuying Chen; Mingzhe Li 001; Shen Gao; Zhangming Chan; Dongyan Zhao 001; Xin Gao 001; Xiangliang Zhang 001; Rui Yan 001 (CoRR, 2023)

Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately. - Xin Cheng 002; Shen Gao; Yuchi Zhang; Yongliang Wang; Xiuying Chen; Mingzhe Li 001; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2023)

Follow the Timeline! Generating an Abstractive and Extractive Timeline Summary in Chronological Order. - Xiuying Chen; Mingzhe Li 001; Shen Gao; Zhangming Chan; Dongyan Zhao 001; Xin Gao 001; Xiangliang Zhang 001; Rui Yan 001 (ACM Trans. Inf. Syst., 2023)

Flexible and Adaptable Summarization via Expertise Separation. - Xiuying Chen; Mingzhe Li 001; Shen Gao; Xin Cheng 002; Qingqing Zhu; Rui Yan 001; Xin Gao 001; Xiangliang Zhang 001 (SIGIR, 2024)

Multi-Intent Attribute-Aware Text Matching in Searching. - Mingzhe Li 001; Xiuying Chen; Jing Xiang; Qishen Zhang; Changsheng Ma; Chenchen Dai; Jinxiong Chang; Zhongyi Liu; Guannan Zhang (WSDM, 2024)

Write Summary Step-by-Step: A Pilot Study of Stepwise Summarization. - Xiuying Chen; Shen Gao; Mingzhe Li 001; Qingqing Zhu; Xin Gao 001; Xiangliang Zhang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Flipping Knowledge Distillation: Leveraging Small Models' Expertise to Enhance LLMs in Text Matching. - Mingzhe Li 001; Jing Xiang; Qishen Zhang; Kaiyang Wan; Xiuying Chen (ACL (1), 2025)

Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey. - Zirui Song; Bin Yan 004; Yuhan Liu; Miao Fang 001; Mingzhe Li 001; Rui Yan 001; Xiuying Chen (CoRR, 2025)

Pastiche Novel Generation Creating: Fan Fiction You Love in Your Favorite Author's Style. - Xueran Han; Yuhan Liu; Mingzhe Li 001; Wei Liu 005; Sen Hu; Rui Yan 001; Zhiqiang Xu 003; Xiuying Chen (CoRR, 2025)

ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models. - Zirui Song; Guangxian Ouyang; Mingzhe Li 001; Yuheng Ji; Chenxi Wang; Zixiang Xu; Zeyu Zhang; Xiaoqing Zhang; Qian Jiang; Zhenhao Chen; Zhongzhi Li; Rui Yan 001; et al. (CoRR, 2025)