Yancheng He
- Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem
2025/12/31 by Weixun Wang, XiaoXiao Xu, Wanhe An +86 · 22 voices · 2 citations
#cs.AI #cs.CL
- Part I: Tricks or Traps? A Deep Dive into RL for LLM Reasoning
2025/08/11 by Zihe Liu, Liu, Zihe, Jiashun Liu +29 · 2 voices · 22 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics #Topic Modeling #cs.CL #cs.LG
- A Comprehensive Survey on Long Context Language Modeling
2025/03/20 by Jiaheng Liu, Liu, Jiaheng, Dawei Zhu +70 · 32 citations
Computer Science · #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models
2024/06/20 by Shilong Li, Yancheng He, Li, Shilong +21 · 14 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library
2025/06/06 by Weixun Wang, Wang, Weixun, Xiong, Shaopan +73 · 36 citations
Computer Science · #Reinforcement Learning in Robotics #Machine Learning and Data Classification #Stochastic Gradient Optimization Techniques
- MuSC: Improving Complex Instruction Following with Multi-granularity Self-Contrastive Training
2025/02/17 by Hui Huang, Huang, Hui, Jiaheng Liu +13 · 4 citations
Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Education and Critical Thinking Development #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Problem and Project Based Learning
- CodeCriticBench: A Holistic Code Critique Benchmark for Large Language Models
2025/02/23 by Alexander Zhang, Zhang, Alexander, Dong, Marcus +32 · 4 citations
Computer Science · #Software Engineering Research #Software System Performance and Reliability #Topic Modeling
- DREAM: Disentangling Risks to Enhance Safety Alignment in Multimodal Large Language Models
2025/04/25 by Jianyu Liu, Liu, Jianyu, Guo, Hangyu +30 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation
2025/05/20 by Jiajun Shi, Jian Yang, Shi, Jiajun +53 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
- Aiming at the Target: Filter Collaborative Information for Cross-Domain Recommendation
2024/03/29 by Hanyu Li, Li, Hanyu, Weizhi Ma +15 · 1 citation
Computer Science · #Recommender Systems and Techniques #Expert finding and Q&A systems #Topic Modeling
- Asymmetric Proximal Policy Optimization: mini-critics boost LLM reasoning
2025/10/02 by Liu, Jiashun, Johan Obando-Ceron, Lu Han +16 · 2 citations
Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
- AIR: Complex Instruction Generation via Automatic Iterative Refinement
2025/02/25 by Wei Liu, Liu, Wei, Yancheng He +13 · 1 citation
Computer Science · #Text Readability and Simplification #Natural Language Processing Techniques #Topic Modeling
- ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models
2025/02/27 by Haibin Chen, Chen, Haibin, Ke Lv +19 · 1 citation
Computer Science · Social Sciences · #Topic Modeling #Sentiment Analysis and Opinion Mining #Computational and Text Analysis Methods