Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records. - Hongda Sun 001; Shufang Xie 003; Shuqi Li; Yuhan Chen 001; Ji-Rong Wen; Rui Yan 001 (NeurIPS, 2022)

PEN: Prediction-Explanation Network to Forecast Stock Price Movement with Better Explainability. - Shuqi Li; Weiheng Liao; Yuhan Chen 001; Rui Yan 001 (AAAI, 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)

Are We Falling in a Middle-Intelligence Trap? An Analysis and Mitigation of the Reversal Curse. - Ang Lv; Kaiyi Zhang; Shufang Xie 003; Quan Tu; Yuhan Chen 001; Ji-Rong Wen; Rui Yan 001 (CoRR, 2023)

Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use. - Yuhan Chen 001; Ang Lv; Ting-En Lin; Changyu Chen; Yuchuan Wu; Fei Huang 002; Yongbin Li; Rui Yan 001 (ACL (1), 2024)

Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning. - Kaiyi Zhang; Ang Lv; Yuhan Chen 001; Hansen Ha; Tao Xu; Rui Yan 001 (ACL (Findings), 2024)

FlexiQA: Leveraging LLM's Evaluation Capabilities for Flexible Knowledge Selection in Open-domain Question Answering. - Yuhan Chen 001; Shuqi Li; Rui Yan 001 (EACL (Findings), 2024)

An Analysis and Mitigation of the Reversal Curse. - Ang Lv; Kaiyi Zhang; Shufang Xie 003; Quan Tu; Yuhan Chen 001; Ji-Rong Wen; Rui Yan 001 (EMNLP, 2024)

Mixture of In-Context Experts Enhance LLMs' Long Context Awareness. - Hongzhan Lin 002; Ang Lv; Yuhan Chen 001; Chen Zhu 003; Yang Song 021; Hengshu Zhu; Rui Yan 001 (NeurIPS, 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)

Interpreting Key Mechanisms of Factual Recall in Transformer-Based Language Models. - Ang Lv; Kaiyi Zhang; Yuhan Chen 001; Yulong Wang 004; Lifeng Liu; Ji-Rong Wen; Jian Xie; Rui Yan 001 (CoRR, 2024)

YuLan: An Open-source Large Language Model. - Yutao Zhu 001; Kun Zhou 002; Kelong Mao; Wentong Chen; Yiding Sun; Zhipeng Chen 001; Qian Cao 001; Yihan Wu; Yushuo Chen; Feng Wang; Lei Zhang; Junyi Li; et al. (CoRR, 2024)

MIN: Multi-channel Interaction Network for Drug-Target Interaction with Protein Distillation. - Shuqi Li; Shufang Xie 003; Hongda Sun 001; Yuhan Chen 001; Tao Qin 001; Tianjun Ke; Rui Yan 001 (CoRR, 2024)

HoPE: A Novel Positional Encoding Without Long-Term Decay for Enhanced Context Awareness and Extrapolation. - Yuhan Chen 001; Ang Lv; Jian Luan 001; Bin Wang 004; Wei Liu 005 (ACL (1), 2025)