Jiayuan Su

20 papers A* 2Journal 13Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
CP-Router: An Uncertainty-Aware Router Between LLM and LRM.
AAAI
Jiayuan Su, Fulin Lin, Zhaopeng Feng, Han Zheng, Teng Wang, Zhenyu Xiao, Xinlong Zhao, Zuozhu Liu, Lu Cheng, Hongwei Wang
2026 A* conf
SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets.
AAAI
Ziwei Wang, Jiayuan Su, Mengyu Zhou, Huaxing Zeng, Mengni Jia, Xiao Lv, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2025 J jnl
CP-Router: An Uncertainty-Aware Router Between LLM and LRM.
CoRR
Jiayuan Su, Fulin Lin, Zhaopeng Feng, Han Zheng, Teng Wang, Zhenyu Xiao, Xinlong Zhao, Zuozhu Liu, Lu Cheng, Hongwei Wang
2025 J jnl
Class Incremental Fault Diagnosis Under Limited Fault Data via Supervised Contrastive Knowledge Distillation.
IEEE Trans. Ind. Informatics
Hanrong Zhang, Yifei Yao, Zixuan Wang, Jiayuan Su, Mengxuan Li, Peng Peng, Hongwei Wang
2025 J jnl
Class Incremental Fault Diagnosis under Limited Fault Data via Supervised Contrastive Knowledge Distillation.
CoRR
Hanrong Zhang, Yifei Yao, Zixuan Wang, Jiayuan Su, Mengxuan Li, Peng Peng, Hongwei Wang
2025 J jnl
Enhancing named entity recognition with external knowledge from large language model.
Knowl. Based Syst.
Qi Li, Tingyu Xie, Jian Zhang, Ke Ma, Jiayuan Su, Kaixiang Yang, Hongwei Wang
2025 — conf
M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation.
ACL (1)
Zhaopeng Feng, Jiayuan Su, Jiamei Zheng, Jiahan Ren, Yan Zhang, Jian Wu, Hongwei Wang, Zuozhu Liu
2025 J jnl
MT
CoRR
Zhaopeng Feng, Yupu Liang, Shaosheng Cao, Jiayuan Su, Jiahan Ren, Zhe Xu, Yao Hu, Wenxuan Huang, Jian Wu, Zuozhu Liu
2025 — conf
MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning.
EMNLP (Findings)
Zhaopeng Feng, Shaosheng Cao, Jiahan Ren, Jiayuan Su, Ruizhe Chen, Yan Zhang, Jian Wu, Zuozhu Liu
2025 J jnl
MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning.
CoRR
Zhaopeng Feng, Shaosheng Cao, Jiahan Ren, Jiayuan Su, Ruizhe Chen, Yan Zhang, Zhe Xu, Yao Hu, Jian Wu, Zuozhu Liu
2025 — conf
MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling.
EMNLP (Findings)
Zhaopeng Feng, Jiahan Ren, Jiayuan Su, Jiamei Zheng, Hongwei Wang, Zuozhu Liu
2025 J jnl
MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling.
CoRR
Zhaopeng Feng, Jiahan Ren, Jiayuan Su, Jiamei Zheng, Zhihang Tang, Hongwei Wang, Zuozhu Liu
2025 J jnl
MiniCPM4: Ultra-Efficient LLMs on End Devices.
CoRR
Chaojun Xiao, Yuxuan Li, Xu Han, Yuzhuo Bai, Jie Cai, Haotian Chen, Wentong Chen, Xin Cong, Ganqu Cui, Ning Ding, Shengda Fan, Yewei Fang, Zixuan Fu, Wenyu Guan, Yitong Guan, Junshao Guo, Yufeng Han, Bingxiang He, Yuxiang Huang, Cunliang Kong, Qiuzuo Li, Siyuan Li, Wenhao Li, Yanghao Li, Yishan Li, Zhen Li, Dan Liu, Biyuan Lin, Yankai Lin, Xiang Long, Quanyu Lu, Yaxi Lu, Peiyan Luo, Hongya Lyu, Litu Ou, Yinxu Pan, Zekai Qu, Qundong Shi, Zijun Song, Jiayuan Su, Zhou Su, Ao Sun, Xianghui Sun, Peijun Tang, Fangzheng Wang, Feng Wang, Shuo Wang, Yudong Wang, Yesai Wu, Zhenyu Xiao, Jie Xie, Zihao Xie, Yukun Yan, Jiarui Yuan, Kaihuo Zhang, Lei Zhang, Linyue Zhang, Xueren Zhang, Yudi Zhang, Hengyu Zhao, Weilin Zhao, Weilun Zhao, Yuanqian Zhao, Zhi Zheng, Ge Zhou, Jie Zhou, Wei Zhou, Zihan Zhou, Zixuan Zhou, Zhiyuan Liu, Guoyang Zeng, Chao Jia, Dahai Li, Maosong Sun
2025 J jnl
SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets.
CoRR
Ziwei Wang, Jiayuan Su, Mengyu Zhou, Huaxing Zeng, Mengni Jia, Xiao Lv, Haoyu Dong, Xiaojun Ma, Shi Han, Dongmei Zhang
2024 — conf
API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access.
EMNLP (Findings)
Jiayuan Su, Jing Luo, Hongwei Wang, Lu Cheng
2024 J jnl
API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access.
CoRR
Jiayuan Su, Jing Luo, Hongwei Wang, Lu Cheng
2024 J jnl
Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs.
CoRR
Shu Yang, Jiayuan Su, Han Jiang, Mengdi Li, Keyuan Cheng, Muhammad Asif Ali, Lijie Hu, Di Wang
2024 J jnl
M-MAD: Multidimensional Multi-Agent Debate Framework for Fine-grained Machine Translation Evaluation.
CoRR
Zhaopeng Feng, Jiayuan Su, Jiamei Zheng, Jiahan Ren, Yan Zhang, Jian Wu, Hongwei Wang, Zuozhu Liu
2024 J jnl
PersonaMath: Enhancing Math Reasoning through Persona-Driven Data Augmentation.
CoRR
Jing Luo, Run Luo, Longze Chen, Liang Zhu, Chang Ao, Jiaming Li, Yukun Chen, Xin Cheng, Wen Yang, Jiayuan Su, Chengming Li, Min Yang
2023 — conf
EGDE: A Framework for Bridging the Gap in Medical Zero-shot Relation Triplet Extraction.
BIBM
Jiayuan Su, Jian Zhang, Peng Peng, Hongwei Wang