Hu, Xiao

18 publications

ICML 2025 CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries Ni Mu, Hao Hu, Xiao Hu, Yiqin Yang, Bo Xu, Qing-Shan Jia
ICLR 2025 Data Center Cooling System Optimization Using Offline Reinforcement Learning Xianyuan Zhan, Xiangyu Zhu, Peng Cheng, Xiao Hu, Ziteng He, Hanfei Geng, Jichao Leng, Huiwen Zheng, Chenhui Liu, Tianshun Hong, Yan Liang, Yunxin Liu, Feng Zhao
AAAI 2025 Motion Decoupled 3D Gaussian Splatting for Dynamic Object Representation Xiao Hu, Libo Long, Jochen Lang
NeurIPS 2025 Offline Guarded Safe Reinforcement Learning for Medical Treatment Optimization Strategies Runze Yan, Xun Shen, Akifumi Wachi, Sebastien Gros, Anni Zhao, Xiao Hu
CVPR 2025 Shape and Texture: What Influences Reliable Optical Flow Estimation? Libo Long, Xiao Hu, Jochen Lang
ICML 2024 DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning Jianxiong Li, Jinliang Zheng, Yinan Zheng, Liyuan Mao, Xiao Hu, Sijie Cheng, Haoyi Niu, Jihao Liu, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan
ICMLW 2024 DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning Jianxiong Li, Jinliang Zheng, Yinan Zheng, Liyuan Mao, Xiao Hu, Sijie Cheng, Haoyi Niu, Jihao Liu, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan
CHIL 2024 From Basic to Extra Features: Hypergraph Transformer Pretrain-Then-Finetuning for Balanced Clinical Predictions on EHR Ran Xu, Yiwen Lu, Chang Liu, Yong Chen, Yan Sun, Xiao Hu, Joyce C Ho, Carl Yang
ICLR 2024 Query-Policy Misalignment in Preference-Based Reinforcement Learning Xiao Hu, Jianxiong Li, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang
CHIL 2024 SQUWA: Signal Quality Aware DNN Architecture for Enhanced Accuracy in Atrial Fibrillation Detection from Noisy PPG Signals Runze Yan, Cheng Ding, Ran Xiao, Alex Fedorov, Randall J Lee, Fadi Nahab, Xiao Hu
WACV 2024 Temporal Context Enhanced Referring Video Object Segmentation Xiao Hu, Basavaraj Hampiholi, Heiko Neumann, Jochen Lang
AISTATS 2023 Deep Joint Source-Channel Coding with Iterative Source Error Correction Changwoo Lee, Xiao Hu, Hun-Seok Kim
ICLR 2023 Mind the Gap: Offline Policy Optimization for Imperfect Rewards Jianxiong Li, Xiao Hu, Haoran Xu, Jingjing Liu, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang
NeurIPS 2023 On Differentially Private Sampling from Gaussian and Product Distributions Badih Ghazi, Xiao Hu, Ravi Kumar, Pasin Manurangsi
ICMLW 2023 Query-Policy Misalignment in Preference-Based Reinforcement Learning Xiao Hu, Jianxiong Li, Xianyuan Zhan, Qing-Shan Jia, Ya-Qin Zhang
ICCVW 2021 Absolute and Relative Pose Estimation in Refractive Multi View Xiao Hu, François Lauze, Kim Steenstrup Pedersen, Jean Mélou
ECCV 2020 A Large-Scale Annotated Mechanical Components Benchmark for Classification and Retrieval Tasks with Deep Neural Networks Sangpil Kim, Hyung-gun Chi, Xiao Hu, Qixing Huang, Karthik Ramani
AAAI 2020 A Variational Autoencoder with Deep Embedding Model for Generalized Zero-Shot Learning Peirong Ma, Xiao Hu