Su, Jiayuan

1. API Is Enough: Conformal Prediction for Large Language Models Without Logit-Access
   2024/03/02 by Jiayuan Su, Jing Luo, Su, Jiayuan +5 · 12 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
2. MiniCPM4: Ultra-Efficient LLMs on End Devices
   2025/06/09 by MiniCPM Team, Chaojun Xiao, Yuxuan Li +148 · 22 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
3. MT-R1-Zero: Advancing LLM-based Machine Translation via R1-Zero-like Reinforcement Learning
   2025/04/14 by Zhaopeng Feng, Feng, Zhaopeng, Shaosheng Cao +16 · 11 citations
   Computer Science · #Natural Language Processing Techniques
4. M-MAD: Multidimensional Multi-Agent Debate for Advanced Machine Translation Evaluation
   2024/12/28 by Zhaopeng Feng, Feng, Zhaopeng, Jianwen Su +11 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
5. PersonaMath: Boosting Mathematical Reasoning via Persona-Driven Data Augmentation
   2024/10/02 by Luo, Jing, Chen, Longze, Luo, Run +12 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling
   2025/03/15 by Feng, Zhaopeng, Ren, Jiahan, Su, Jiayuan +3 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
7. Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs
   2024/03/30 by Yang Shu, Yang, Shu, Jiayuan Su +13 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property
8. CP-Router: An Uncertainty-Aware Router Between LLM and LRM
   2025/05/26 by Jiayuan Su, Su, Jiayuan, Lin, Fulin +15 · 2 citations
   Computer Science · #Advanced Data Storage Technologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Network Packet Processing and Optimization
9. SheetBrain: A Neuro-Symbolic Agent for Accurate Reasoning over Complex and Large Spreadsheets
   2025/10/22 by Ziwei Wang, Wang, Ziwei, Jianwen Su +15 · 2 citations
   Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Spreadsheets and End-User Computing
10. MT³: Scaling MLLM-based Text Image Machine Translation via Multi-Task Reinforcement Learning
    2025/05/26 by Zhaopeng Feng, Feng, Zhaopeng, Yupu Liang +16 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling