Yucheng Zhou
- MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
2024/03/26 by Wei Tao, Tao, Wei, Yucheng Zhou +9 · 2 voices · 42 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #cs.AI #cs.SE
- Visual In-Context Learning for Large Vision-Language Models
2024/02/18 by Yucheng Zhou, Zhou, Yucheng, Xiang Li +5 · 31 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- Thread of Thought Unraveling Chaotic Contexts
2023/11/15 by Yucheng Zhou, Zhou, Yucheng, Xiubo Geng +11 · 16 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification
2022/03/04 by Yucheng Zhou, Zhou, Yucheng, Tao Shen +7 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Improving Cross-modal Alignment for Text-Guided Image Inpainting
2023/01/26 by Yucheng Zhou, Guodong Long, Zhou, Yucheng +1 · 4 citations
Computer Science · Medicine · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Mycobacterium research and diagnosis
- Speed Always Wins: A Survey on Efficient Architectures for Large Language Models
2025/08/13 by Weigao Sun, Sun, Weigao, Jiaxi Hu +27 · 1 voice · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #cs.AI #cs.CL #cs.CV
- Style-Aware Contrastive Learning for Multi-Style Image Captioning
2023/01/26 by Yucheng Zhou, Zhou, Yucheng, Guodong Long +1 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
- MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration
2025/06/24 by Yucheng Zhou, Zhou, Yucheng, Song, Lingran +2 · 17 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- MemoryMamba: Memory-Augmented State Space Model for Defect Recognition
2024/05/06 by Qianning Wang, He Hu, Wang, Qianning +3 · 3 citations
Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection
- ComplexBench-Edit: Benchmarking Complex Instruction-Driven Image Editing via Compositional Dependencies
2025/06/15 by Chenglin Wang, Yucheng Zhou, Wang, Chenglin +7 · 8 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices
- SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information
2024/09/21 by Jiashuo Sun, Jihai Zhang, Sun, Jiashuo +9 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Safety Alignment via Constrained Knowledge Unlearning
2025/05/24 by Zesheng Shi, Yucheng Zhou, Shi, Zesheng +3 · 3 citations
Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems #Risk and Safety Analysis #Software Reliability and Analysis Research
- KADEL: Knowledge-Aware Denoising Learning for Commit Message Generation
2024/01/16 by Wei Tao, Yucheng Zhou, Tao, Wei +9 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Web Data Mining and Analysis
- Residual-based Language Models are Free Boosters for Biomedical Imaging
2024/03/26 by Zhixin Lai, Jing Wu, Lai, Zhixin +7 · 1 citation
Medicine · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
- A 44-minute periodic radio transient in a supernova remnant
2024/11/24 by Di Li, Mao Yuan, Li, Di +93 · 1 voice · 1 citation
#astro-ph.HE
- Kardia-R1: Unleashing LLMs to Reason toward Understanding and Empathy for Emotional Support via Rubric-as-Judge Reinforcement Learning
2025/12/01 by Jiahao Yuan, Yuan, Jiahao, Hanqing Wang +8 · 3 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Mental Health Interventions #Emotion and Mood Recognition #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Diffusion Model with Representation Alignment for Protein Inverse Folding
2024/12/12 by Chenglin Wang, Yucheng Zhou, Wang, Chenglin +7 · 1 citation
Biochemistry, Genetics and Molecular Biology · Materials Science · #Protein Structure and Dynamics #Enzyme Structure and Function
- Dual-Domain Self-Supervised Artifact Removal Framework for Photoacoustic Computed Tomography
2026/07/14 by Yucheng Zhou, Shuang Li, Yu Zhang +4
#cs.CV