Huang, Jianguo

6 publications

TMLR 2025 Does Confidence Calibration Improve Conformal Prediction? HuaJun Xi, Jianguo Huang, Kangdao Liu, Lei Feng, Hongxin Wei

NeurIPS 2025 Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs Zhiyi Lyu, Jianguo Huang, Yanchen Deng, Steven Hoi, Bo An

MLOSS 2025 TorchCP: A Python Library for Conformal Prediction Jianguo Huang, Jianqing Song, Xuanning Zhou, Bingyi Jing, Hongxin Wei

ICML 2024 Conformal Prediction for Deep Classifier via Label Ranking Jianguo Huang, Huajun Xi, Linjun Zhang, Huaxiu Yao, Yue Qiu, Hongxin Wei

NeurIPS 2024 Similarity-Navigated Conformal Prediction for Graph Neural Networks Jianqing Song, Jianguo Huang, Wenyu Jiang, Baoming Zhang, Shuangjie Li, Chongjun Wang

ECCV 2008 Learning from Real Images to Model Lighting Variations for Face Images Xiaoyue Jiang, Yuk On Kong, Jianguo Huang, Rongchun Zhao, Yanning Zhang