Abstractive Text Summarization with Multi-Head Attention. - Jinpeng Li 003; Chuang Zhang; Xiaojun Chen 004; Yanan Cao 001; Pengcheng Liao; Peng Zhang 001 (IJCNN, 2019)

Enhancing Textual Representation for Abstractive Summarization: Leveraging Masked Decoder. - Ruipeng Jia; Yannan Cao; Fang Fang 009; Jinpeng Li 003; Yanbing Liu; Pengfei Yin (IJCNN, 2020)

Enhancing Pre-trained Language Representation for Multi-Task Learning of Scientific Summarization. - Ruipeng Jia; Yannan Cao; Fang Fang 009; Jinpeng Li 003; Yanbing Liu; Pengfei Yin (IJCNN, 2020)

Improving Abstractive Summarization with Iterative Representation. - Jinpeng Li 003; Chuang Zhang; Xiaojun Chen 004; Yanan Cao 001; Ruipeng Jia (IJCNN, 2020)

CLTS: A New Chinese Long Text Summarization Dataset. - Xiaojun Liu; Chuang Zhang; Xiaojun Chen 004; Yanan Cao 001; Jinpeng Li 003 (NLPCC (1), 2020)

Stylized Dialogue Generation with Multi-Pass Dual Learning. - Jinpeng Li 003; Yingce Xia; Rui Yan 001; Hongda Sun 001; Dongyan Zhao 001; Tie-Yan Liu (NeurIPS, 2021)

ConvNTM: Conversational Neural Topic Model. - Hongda Sun 001; Quan Tu; Jinpeng Li 003; Rui Yan 001 (AAAI, 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)

Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation. - Ang Lv; Jinpeng Li 003; Shufang Xie 003; Rui Yan 001 (ACL (1), 2023)

DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations. - Ang Lv; Jinpeng Li 003; Yuhan Chen 001; Gao Xing; Ji Zhang 011; Rui Yan 001 (ACL (1), 2023)

VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions. - Yuxuan Wang 004; Zilong Zheng; Xueliang Zhao; Jinpeng Li 003; Yueqian Wang; Dongyan Zhao 001 (ACL (1), 2023)

Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation. - Jinpeng Li 003; Zekai Zhang; Xiuying Chen; Dongyan Zhao 001; Rui Yan 001 (EMNLP (Findings), 2023)

Learning Disentangled Representation via Domain Adaptation for Dialogue Summarization. - Jinpeng Li 003; Yingce Xia; Xin Cheng 002; Dongyan Zhao 001; Rui Yan 001 (WWW, 2023)

CharacterChat: Learning towards Conversational AI with Personalized Social Support. - Quan Tu; Chuanqi Chen; Jinpeng Li 003; Yanran Li; Shuo Shang; Dongyan Zhao 001; Ran Wang; Rui Yan 001 (CoRR, 2023)

Multilingual Generation in Abstractive Summarization: A Comparative Study. - Jinpeng Li 003; Jiaze Chen; Huadong Chen; Dongyan Zhao 001; Rui Yan 001 (LREC/COLING, 2024)

Learning to Generate Style-Specific Adapters for Stylized Dialogue Generation. - Jinpeng Li 003; Yuhan Chen 001; Pengfei Wu 003; Yingce Xia; Shufang Xie 003; Dongyan Zhao 001; Rui Yan 001 (NLPCC (1), 2024)

FIRP: Faster LLM Inference via Future Intermediate Representation Prediction. - Pengfei Wu 006; Jiahao Liu; Zhuocheng Gong; Qifan Wang 001; Jinpeng Li 003; Jingang Wang; Xunliang Cai; Dongyan Zhao 001 (NLPCC (3), 2024)

StyleChat: Learning Recitation-Augmented Memory in LLMs for Stylized Dialogue Generation. - Jinpeng Li 003; Zekai Zhang; Quan Tu; Xin Cheng 002; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2024)

Parallel Decoding via Hidden Transfer for Lossless Large Language Model Acceleration. - Pengfei Wu 006; Jiahao Liu; Zhuocheng Gong; Qifan Wang 001; Jinpeng Li 003; Jingang Wang; Xunliang Cai; Dongyan Zhao 001 (CoRR, 2024)

E-Bench: Towards Evaluating the Ease-of-Use of Large Language Models. - Zhenyu Zhang; Bingguang Hao; Jinpeng Li 003; Zekai Zhang; Dongyan Zhao 001 (COLING, 2025)

Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework. - Xiaoxi Sun; Jinpeng Li 003; Yan Zhong; Dongyan Zhao 001; Rui Yan 001 (ICASSP, 2025)

StepHint: Multi-level Stepwise Hints Enhance Reinforcement Learning to Reason. - Kaiyi Zhang; Ang Lv; Jinpeng Li 003; Yongbo Wang; Feng Wang; Haoyuan Hu; Rui Yan 001 (CoRR, 2025)