Zhao, Xinyu

11 publications

AAAI 2025 BrainMAP: Learning Multiple Activation Pathways in Brain Networks Song Wang, Zhenyu Lei, Zhen Tan, Jiaqi Ding, Xinyu Zhao, Yushun Dong, Guorong Wu, Tianlong Chen, Chen Chen, Aiying Zhang, Jundong Li

NeurIPS 2025 ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models Liyan Tang, Grace Kim, Xinyu Zhao, Thom Lake, Wenxuan Ding, Fangcong Yin, Prasann Singhal, Manya Wadhwa, Zeyu Leo Liu, Zayne Rea Sprague, Ramya Namuduri, Bodun Hu, Juan Diego Rodriguez, Puyuan Peng, Greg Durrett

CVPR 2025 Convex Combination Star Shape Prior for Data-Driven Image Semantic Segmentation Xinyu Zhao, Jun Xie, Shengzhe Chen, Jun Liu

ICLRW 2025 DLO: Dynamic Layer Operation for Efficient Vertical Scaling of LLMs Zhen Tan, Daize Dong, Xinyu Zhao, Jianing Cai, Jie Peng, Yu Cheng, Tianlong Chen

ICLR 2025 To CoT or Not to CoT? Chain-of-Thought Helps Mainly on Math and Symbolic Reasoning Zayne Rea Sprague, Fangcong Yin, Juan Diego Rodriguez, Dongwei Jiang, Manya Wadhwa, Prasann Singhal, Xinyu Zhao, Xi Ye, Kyle Mahowald, Greg Durrett

ICCV 2025 Towards Stabilized and Efficient Diffusion Transformers Through Long-Skip-Connections with Spectral Constraints Guanjie Chen, Xinyu Zhao, Yucheng Zhou, Xiaoye Qu, Tianlong Chen, Yu Cheng

ICML 2025 Understanding Synthetic Context Extension via Retrieval Heads Xinyu Zhao, Fangcong Yin, Greg Durrett

ICML 2024 $\texttt{MoE-RBench}$: Towards Building Reliable Language Models with Sparse Mixture-of-Experts Guanjie Chen, Xinyu Zhao, Tianlong Chen, Yu Cheng

NeurIPS 2024 $\texttt{Model-GLUE}$: Democratized LLM Scaling for a Large Model Zoo in the Wild Xinyu Zhao, Guoheng Sun, Ruisi Cai, Yukun Zhou, Pingzhi Li, Peihao Wang, Bowen Tan, Yexiao He, Li Chen, Yi Liang, Beidi Chen, Binhang Yuan, Hongyi Wang, Ang Li, Zhangyang Wang, Tianlong Chen

NeurIPSW 2024 Demo: An Exploration of LLM-Guided Conversation in Reminiscence Therapy Jinhao Duan, Xinyu Zhao, Zhuoxuan Zhang, Eunhye Grace Ko, Lily Boddy, Chenan Wang, Tianhao Li, Alexander Rasgon, Junyuan Hong, Min Kyung Lee, Chenxi Yuan, Qi Long, Ying Ding, Tianlong Chen, Kaidi Xu

ICLR 2024 Sparse MoE with Language Guided Routing for Multilingual Machine Translation Xinyu Zhao, Xuxi Chen, Yu Cheng, Tianlong Chen