Luo, Hongyin

8 publications

ICLR 2025 Quantifying Generalization Complexity for Large Language Models Zhenting Qi, Hongyin Luo, Xuliang Huang, Zhuokai Zhao, Yibo Jiang, Xiangjun Fan, Himabindu Lakkaraju, James R. Glass

NeurIPS 2025 ROVER: Recursive Reasoning over Videos with Vision-Language Models for Embodied Tasks Philip Schroeder, Ondrej Biza, Thomas Weng, Hongyin Luo, James R. Glass

ICLR 2025 Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts Junmo Kang, Leonid Karlinsky, Hongyin Luo, Zhen Wang, Jacob A Hansen, James R. Glass, David Daniel Cox, Rameswar Panda, Rogerio Feris, Alan Ritter

ICLR 2024 DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models Yung-Sung Chuang, Yujia Xie, Hongyin Luo, Yoon Kim, James R. Glass, Pengcheng He

ICML 2024 HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding Zhaorun Chen, Zhuokai Zhao, Hongyin Luo, Huaxiu Yao, Bo Li, Jiawei Zhou

ICLRW 2024 HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding Zhaorun Chen, Zhuokai Zhao, Hongyin Luo, Huaxiu Yao, Bo Li, Jiawei Zhou

ICLR 2024 Listen, Think, and Understand Yuan Gong, Hongyin Luo, Alexander H. Liu, Leonid Karlinsky, James R. Glass

IJCAI 2016 DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks Jie Fu, Hongyin Luo, Jiashi Feng, Kian Hsiang Low, Tat-Seng Chua