EGDE: A Framework for Bridging the Gap in Medical Zero-shot Relation Triplet Extraction. - Jiayuan Su; Jian Zhang 083; Peng Peng 006; Hongwei Wang 001 (BIBM, 2023)

API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access. - Jiayuan Su; Jing Luo; Hongwei Wang; Lu Cheng (EMNLP (Findings), 2024)

Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs. - Shu Yang 010; Jiayuan Su; Han Jiang; Mengdi Li; Keyuan Cheng; Muhammad Asif Ali; Lijie Hu; Di Wang 015 (CoRR, 2024)

PersonaMath: Enhancing Math Reasoning through Persona-Driven Data Augmentation. - Jing Luo; Run Luo; Longze Chen; Liang Zhu; Chang Ao; Jiaming Li 004; Yukun Chen; Xin Cheng; Wen Yang; Jiayuan Su; Chengming Li; Min Yang 007 (CoRR, 2024)

M-MAD: Multidimensional Multi-Agent Debate Framework for Fine-grained Machine Translation Evaluation. - Zhaopeng Feng; Jiayuan Su; Jiamei Zheng; Jiahan Ren; Yan Zhang 004; Jian Wu 001; Hongwei Wang 001; Zuozhu Liu (CoRR, 2024)

M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation. - Zhaopeng Feng; Jiayuan Su; Jiamei Zheng; Jiahan Ren; Yan Zhang 004; Jian Wu 001; Hongwei Wang 001; Zuozhu Liu (ACL (1), 2025)

Enhancing named entity recognition with external knowledge from large language model. - Qi Li; Tingyu Xie; Jian Zhang 083; Ke Ma; Jiayuan Su; Kaixiang Yang; Hongwei Wang 001 (Knowl. Based Syst., 2025)

MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling. - Zhaopeng Feng; Jiahan Ren; Jiayuan Su; Jiamei Zheng; Zhihang Tang; Hongwei Wang; Zuozhu Liu (CoRR, 2025)

MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning. - Zhaopeng Feng; Shaosheng Cao; Jiahan Ren; Jiayuan Su; Ruizhe Chen; Yan Zhang 004; Zhe Xu; Yao Hu; Jian Wu 001; Zuozhu Liu (CoRR, 2025)

MT3: Scaling MLLM-based Text Image Machine Translation via Multi-Task Reinforcement Learning. - Zhaopeng Feng; Yupu Liang; Shaosheng Cao; Jiayuan Su; Jiahan Ren; Zhe Xu; Yao Hu 002; Wenxuan Huang 001; Jian Wu; Zuozhu Liu (CoRR, 2025)

CP-Router: An Uncertainty-Aware Router Between LLM and LRM. - Jiayuan Su; Fulin Lin; Zhaopeng Feng; Han Zheng; Teng Wang; Zhenyu Xiao; Xinlong Zhao; Zuozhu Liu; Lu Cheng; Hongwei Wang 001 (CoRR, 2025)

MiniCPM4: Ultra-Efficient LLMs on End Devices. - Chaojun Xiao; Yuxuan Li; Xu Han 007; Yuzhuo Bai; Jie Cai; Haotian Chen; Wentong Chen; Xin Cong; Ganqu Cui; Ning Ding 002; Shengda Fan; Yewei Fang; et al. (CoRR, 2025)

Class Incremental Fault Diagnosis Under Limited Fault Data via Supervised Contrastive Knowledge Distillation. - Hanrong Zhang; Yifei Yao; Zixuan Wang; Jiayuan Su; Mengxuan Li 003; Peng Peng 006; Hongwei Wang 001 (IEEE Trans. Ind. Informatics, 2025)