Shaokun Zhang

1. AIKernel Semantic DSL Compiler and Deterministic Agent Execution Architecture
   2023/08/16 by Gagan Bansal, Wu, Qingyun, Bansal, Gagan +20 · 335 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
2. Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
   2025/03/31 by Bang Liu, Liu, Bang, Xinfeng Li +95 · 13 voices · 33 citations
   Computer Science · #Reinforcement Learning in Robotics
3. A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence
   2025/07/28 by Huan-ang Gao, Jiayi Geng, Gao, Huan-ang +51 · 2 voices · 55 citations
   #cs.AI
4. Offline Training of Language Model Agents with Functions as Learnable Weights
   2024/02/17 by Shaokun Zhang, Jieyu Zhang, Zhang, Shaokun +11 · 9 citations
   Computer Science · #Natural Language Processing Techniques
5. Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning
   2025/04/25 by Shaokun Zhang, Yi Dong, Zhang, Shaokun +15 · 18 citations
   Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
6. The role of IL-1β and TNF-α in intervertebral disc degeneration
   2020/08/24 by Yongjie Wang, Mingxue Che, Jingguo Xin +3 · 3 citations
   Medicine · #Pregnancy-related medical research #Spine and Intervertebral Disc Pathology #Spondyloarthritis Studies and Treatments
7. EcoAct: Economic Agent Determines When to Register What Action
   2024/11/03 by Shaokun Zhang, Zhang, Shaokun, Jieyu Zhang +16 · 5 citations
   Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computation and Language (cs.CL) #Economic Theory and Institutions #Economic theories and models #FOS: Computer and information sciences
8. IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models
   2023/10/16 by Shaokun Zhang, Xiaobo Xia, Zhang, Shaokun +11 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
9. Scaling Up RL: Unlocking Diverse Reasoning in LLMs via Prolonged Training
   2025/07/16 by Mingjie Liu, Liu, Mingjie, Shizhe Diao +40 · 11 citations
   Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. Polar: Agentic RL on Any Harness at Scale
    2026/05/22 by Binfeng Xu, Hao Zhang, Shaokun Zhang +9 · 1 voice
    Computer Science · #cs.DC
11. Divide, Optimize, Merge: Fine-Grained LLM Agent Optimization at Scale
    2025/05/06 by Jiale Liu, Liu, Jiale, Yifan Zeng +12 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Reinforcement Learning in Robotics
12. Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning
    2026/07/22 by Jian Hu, Huiying Li, Hao Zhang +8
    #cs.LG #cs.CL #cs.DC