Xinyu Zhu
- ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation
2024/06/14 by Cheng Yang, Chufan Shi, Yang, Cheng +25 · 29 citations
Computer Science · #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing
- The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning
2025/06/02 by Xinyu Zhu, Zhu, Xinyu, Xia, Mengzhou +8 · 51 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
- Self-Evolving Multi-Agent Collaboration Networks for Software Development
2024/10/22 by Hu Yue, Hu, Yue, Cai, Yuzhu +12 · 12 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Collaboration in agile enterprises #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Service-Oriented Architecture and Web Services #Software Engineering (cs.SE)
- Do LLM Evaluators Prefer Themselves for a Reason?
2025/04/04 by Wei-Lin Chen, Zhepei Wei, Chen, Wei-Lin +7 · 14 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- SciMaster: Towards General-Purpose Scientific AI Agents, Part I. X-Master as Foundation: Can We Lead on Humanity's Last Exam?
2025/07/07 by Chai, Jingyi, Shuo Tang, Tang, Shuo +18 · 19 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- A Survey on the Honesty of Large Language Models
2024/09/27 by Siheng Li, Li, Siheng, Cheng Yang +25 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
- Question Answering as Programming for Solving Time-Sensitive Questions
2023/05/23 by Xinyu Zhu, Cheng Yang, Zhu, Xinyu +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Unchosen Experts Can Contribute Too: Unleashing MoE Models' Power by Self-Contrast
2024/05/23 by Chufan Shi, Cheng Yang, Shi, Chufan +15 · 4 citations
Business, Management and Accounting · Computer Science · #Big Data and Business Intelligence #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models
2024/06/28 by Yuxiang Zhang, Chen Jing, Zhang, Yuxiang +23 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare
- Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal
2024/07/11 by Xinyu Zhu, Zhu, Xinyu, Zhiguo Jiang +7 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging #Image Retrieval and Classification Techniques
- AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism
2025/06/04 by Zhepei Wei, Wei, Zhepei, Weilin Chen +5 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Topic Modeling