Ma, Jingyuan

1. A Survey on In-context Learning
   2022/12/31 by Qingxiu Dong, Dong, Qingxiu, Lei Li +23 · 4 voices · 129 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
2. ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors
   2024/02/26 by Zhexin Zhang, Yida Lu, Zhang, Zhexin +19 · 7 citations
   Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Data Quality and Management #Digital and Cyber Forensics #FOS: Computer and information sciences
3. SelfBudgeter: Adaptive Token Allocation for Efficient LLM Reasoning
   2025/05/16 by Li, Zheng, Dong, Qingxiu, Ma, Jingyuan +3 · 15 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
4. Large Language Models Struggle with Unreasonability in Math Problems
   2024/03/28 by Jingyuan Ma, Damai Dai, Ma, Jingyuan +8 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
5. Rethinking Node-wise Propagation for Large-scale Graph Learning
   2024/02/09 by Xunkai Li, Li, Xunkai, Jingyuan Ma +11 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)