Qingyu Yin
- Scientific Large Language Models: A Survey on Biological & Chemical Domains
2024/01/26 by Qiang Zhang, Keyang Ding, Zhang, Qiang +43 · 13 citations
Computer Science · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- Graph Reasoning for Question Answering with Triplet Retrieval
2023/05/30 by Shiyang Li, Li, Shiyang, Yifan Gao +13 · 7 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond
2024/03/15 by Tianxin Wei, Wei, Tianxin, Bowen Jin +19 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Recommender Systems and Techniques #Topic Modeling
- Deeper Insights Without Updates: The Power of In-Context Learning Over Fine-Tuning
2024/10/07 by Qingyu Yin, Xuzheng He, Yin, Qingyu +13 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismology and Earthquake Studies
- Interleaving Reasoning for Better Text-to-Image Generation
2025/09/08 by Wenxuan Huang, Huang, Wenxuan, Shuang Chen +33 · 11 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- ScalingNoise: Scaling Inference-Time Search for Generating Infinite Videos
2025/03/20 by Haolin Yang, Yang, Haolin, Feilong Tang +19 · 4 citations
Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Video Analysis and Summarization
- SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models
2022/05/15 by Jingfeng Yang, Yang, Jingfeng, Haoming Jiang +8 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- RNR: Teaching Large Language Models to Follow Roles and Rules
2024/09/10 by Kuan Wang, Wang, Kuan, Alexander Bukharin +20 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling
- Why Safeguarded Ships Run Aground? Aligned Large Language Models' Safety Mechanisms Tend to Be Anchored in The Template Region
2025/02/19 by Chak Tou Leong, Leong, Chak Tou, Qingyu Yin +5 · 2 citations
Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Maritime Navigation and Safety
- Induction Head Toxicity Mechanistically Explains Repetition Curse in Large Language Models
2025/05/17 by Shuxun Wang, Qingyu Yin, Wang, Shuxun +7 · 2 citations
Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
- Process Reward Informed Tree Rollout for Effective Multi-Turn RL
2026/07/17 by Xintong Li, Sha Li, Yuwei Zhang +8
#cs.CL #cs.AI #cs.LG