Qinyuan Cheng
- Scaling of Search and Learning: A Roadmap to Reproduce o1 from Reinforcement Learning Perspective
2024/12/18 by Zhiyuan Zeng, Zeng, Zhiyuan, Qinyuan Cheng +15 · 19 voices · 7 citations
Decision Sciences · Computer Science · #Auction Theory and Applications #Open Source Software Innovations #Reinforcement Learning in Robotics
- Revisiting the Test-Time Scaling of o1-like Models: Do they Truly Possess Test-Time Scaling Capabilities?
2025/02/17 by Zhiyuan Zeng, Zeng, Zhiyuan, Qinyuan Cheng +7 · 22 citations
Computer Science · Decision Sciences · #Time Series Analysis and Forecasting #Scientific Computing and Data Management #Topic Modeling
- Can AI Assistants Know What They Don't Know?
2024/01/24 by Qinyuan Cheng, Tianxiang Sun, Cheng, Qinyuan +16 · 7 citations
Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
- Case2Code: Scalable Synthetic Data for Code Generation
2024/07/17 by Yunfan Shao, Shao, Yunfan, Linyang Li +25 · 8 citations
Computer Science · #Statistical and Computational Modeling
- VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search
2025/04/12 by Yikun Wang, Wang, Yikun, Siyin Wang +13 · 13 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation
- Scaling Laws for Fact Memorization of Large Language Models
2024/06/22 by Xingyu Lu, Lu, Xingyu, Xiaonan Li +9 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Improving Contrastive Learning of Sentence Embeddings from AI Feedback
2023/05/03 by Qinyuan Cheng, Xiaogui Yang, Cheng, Qinyuan +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- AutoLogi: Automated Generation of Logic Puzzles for Evaluating Reasoning Abilities of Large Language Models
2025/02/24 by Qin Zhu, Zhu, Qin, Fei Huang +15 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Topic Modeling
- Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models
2024/05/21 by Zhangyue Yin, Qiushi Sun, Yin, Zhangyue +21 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- AI Can Learn Scientific Taste
2026/03/15 by Jingqi Tong, Mingzhe Li, Hangcheng Li +20 · 4 voices
#cs.CL
- OmniVAE: An Audio-Video VAE with Cross-Modal Alignment for Joint Generation
2026/07/26 by Jun Zhan, Chen Yang, Yitian Gong +23
#cs.SD #cs.CV