Zhu, Xinyu

12 publications

TMLR 2025 A Survey on the Honesty of Large Language Models Siheng Li, Cheng Yang, Taiqiang Wu, Chufan Shi, Yuji Zhang, Xinyu Zhu, Zesen Cheng, Deng Cai, Mo Yu, Lemao Liu, Jie Zhou, Yujiu Yang, Ngai Wong, Xixin Wu, Wai Lam

ICML 2025 AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism Zhepei Wei, Wei-Lin Chen, Xinyu Zhu, Yu Meng

IJCAI 2025 CFII-Net: Explicit Class Embeddings and Feature Maps Through Iterative Interaction for Boosting Medical Image Segmentation Xinyu Zhu, Xiwen Liu, Lianghua He, Yin Wen

ICLR 2025 ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation Cheng Yang, Chufan Shi, Yaxin Liu, Bo Shui, Junjie Wang, Mohan Jing, Linran Xu, Xinyu Zhu, Siheng Li, Yuxiang Zhang, Gongye Liu, Xiaomei Nie, Deng Cai, Yujiu Yang

NeurIPS 2025 RAST: Reasoning Activation in LLMs via Small-Model Transfer Siru Ouyang, Xinyu Zhu, Zilin Xiao, Minhao Jiang, Yu Meng, Jiawei Han

ICLR 2025 Self-Evolving Multi-Agent Collaboration Networks for Software Development Yue Hu, Yuzhu Cai, Yaxin Du, Xinyu Zhu, Xiangrui Liu, Zijie Yu, Yuchen Hou, Shuo Tang, Siheng Chen

NeurIPS 2025 The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning Xinyu Zhu, Mengzhou Xia, Zhepei Wei, Wei-Lin Chen, Danqi Chen, Yu Meng

NeurIPSW 2024 Fast and Accurate Language Model Decoding via Parallel Token Processing Zhepei Wei, Wei-Lin Chen, Xinyu Zhu, Yu Meng

NeurIPS 2024 FedLLM-Bench: Realistic Benchmarks for Federated Learning of Large Language Models Rui Ye, Rui Ge, Xinyu Zhu, Jingyi Chai, Yaxin Du, Yang Liu, Yanfeng Wang, Siheng Chen

NeurIPSW 2024 Federated Learning with Generative Content Rui Ye, Xinyu Zhu, Jingyi Chai, Lingjuan Lyu, Chen Xie, Yanfeng Wang, Siheng Chen

NeurIPS 2024 Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast Chufan Shi, Cheng Yang, Xinyu Zhu, Jiahao Wang, Taiqiang Wu, Siheng Li, Deng Cai, Yujiu Yang, Yu Meng

AAAI 2022 Acronym Extraction with Hybrid Strategies Siheng Li, Cheng Yang, Tian Liang, Xinyu Zhu, Chengze Yu, Yujiu Yang