Hu, Yang

25 publications

CVPR 2025 Can Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding Zhaoran Zhao, Peng Lu, Anran Zhang, Peipei Li, Xia Li, Xuannan Liu, Yang Hu, Shiyi Chen, Liwei Wang, Wenhao Guo

L4DC 2025 Efficient Duple Perturbation Robustness in Low-Rank MDPs Yang Hu, Haitong Ma, Na Li, Bo Dai

CVPR 2025 GoalFlow: Goal-Driven Flow Matching for Multimodal Trajectories Generation in End-to-End Autonomous Driving Zebin Xing, Xingyu Zhang, Yang Hu, Bo Jiang, Tong He, Qian Zhang, Xiaoxiao Long, Wei Yin

AAAI 2025 Poplar: Efficient Scaling of Distributed DNN Training on Heterogeneous GPU Clusters WenZheng Zhang, Yang Hu, Jing Shi, Xiaoying Bai

AISTATS 2025 Primal-Dual Spectral Representation for Off-Policy Evaluation Yang Hu, Tianyi Chen, Na Li, Kai Wang, Bo Dai

ICLR 2025 RFMamba: Frequency-Aware State Space Model for RF-Based Human-Centric Perception Rui Zhang, Ruixu Geng, Yadong Li, Ruiyuan Song, Hanqin Gong, Dongheng Zhang, Yang Hu, Yan Chen

ICCV 2025 Spatial Alignment and Temporal Matching Adapter for Video-Radar Remote Physiological Measurement Qian Liang, Ruixu Geng, Jinbo Chen, Haoyu Wang, Yan Chen, Yang Hu

ECCV 2024 Continual Learning for Remote Physiological Measurement: Minimize Forgetting and Simplify Inference Qian Liang, Yan Chen, Yang Hu

NeurIPS 2024 Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection Yu Zhang, Ruoyu Li, Nengwu Wu, Qing Li, Xinhan Lin, Yang Hu, Tao Li, Yong Jiang

IJCAI 2024 Learning-Based Tracking-Before-Detect for RF-Based Unconstrained Indoor Human Tracking Zhi Wu, Dongheng Zhang, Zixin Shang, Yuqin Yuan, Hanqin Gong, Binquan Wang, Zhi Lu, Yadong Li, Yang Hu, Qibin Sun, Yan Chen

ICLR 2024 NeuroBack: Improving CDCL SAT Solving Using Graph Neural Networks Wenxi Wang, Yang Hu, Mohit Tiwari, Sarfraz Khurshid, Kenneth McMillan, Risto Miikkulainen

NeurIPS 2024 Probing Social Bias in Labor Market Text Generation by ChatGPT: A Masked Language Model Approach Lei Ding, Yang Hu, Nicole Denier, Enze Shi, Junxi Zhang, Qirui Hu, Karen D. Hughes, Linglong Kong, Bei Jiang

ICLR 2024 Soft Robust MDPs and Risk-Sensitive MDPs: Equivalence, Policy Gradient, and Sample Complexity Runyu Zhang, Yang Hu, Na Li

CVPR 2023 DLBD: A Self-Supervised Direct-Learned Binary Descriptor Bin Xiao, Yang Hu, Bo Liu, Xiuli Bi, Weisheng Li, Xinbo Gao

NeurIPS 2022 Bounded-Regret MPC via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity Yiheng Lin, Yang Hu, Guannan Qu, Tongxin Li, Adam Wierman

AAAI 2022 Learning Token-Based Representation for Image Retrieval Hui Wu, Min Wang, Wengang Zhou, Yang Hu, Houqiang Li

CVPRW 2022 NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Richard Shaw, Ales Leonardis, Radu Timofte, Zexin Zhang, Cen Liu, Yunbo Peng, Yue Lin, Gaocheng Yu, Jin Zhang, Zhe Ma, Hongbin Wang, Xiangyu Chen, Xintao Wang, Haiwei Wu, Lin Liu, Chao Dong, Jiantao Zhou, Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong, Dan Zhu, Mengdi Sun, Guannan Chen, Yang Hu, Haowei Li, Baozhu Zou, Zhen Liu, Wenjie Lin, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Mingyan Han, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Chunyang Li, Long Bao, Gang He, Ziyao Xu, Li Xu, Gen Zhan, Ming Sun, Xing Wen, Junlin Li, Jinjing Li, Chenghua Li, Ruipeng Gang, Fangya Li, Chenming Liu, Shuang Feng, Fei Lei, Rui Liu, Junxiang Ruan, Tianhong Dai, Wei Li, Zhan Lu, Hengyan Liu, Peian Huang, Guangyu Ren, Yonglin Luo, Chang Liu, Qiang Tu, Sai Ma, Yizhen Cao, Steven Tel, Barthelemy Heyrman, Dominique Ginhac, Chul Lee, Gahyeon Kim, Seonghyun Park, An Gia Vien, Truong Thanh Nhat Mai, Howoon Yoon, Tu Vo, Alexander Holston, Sheir Zaheer, Chan Y. Park

NeurIPS 2022 On the Sample Complexity of Stabilizing LTI Systems on a Single Trajectory Yang Hu, Adam Wierman, Guannan Qu

CVPR 2021 Personalized Outfit Recommendation with Learnable Anchors Zhi Lu, Yang Hu, Yan Chen, Bing Zeng

NeurIPS 2021 Perturbation-Based Regret Analysis of Predictive Control in Linear Time Varying Systems Yiheng Lin, Yang Hu, Guanya Shi, Haoyuan Sun, Guannan Qu, Adam Wierman

IJCAI 2017 Sampling for Approximate Maximum Search in Factorized Tensor Zhi Lu, Yang Hu, Bing Zeng

CVPR 2015 Person Re-Identification by Local Maximal Occurrence Representation and Metric Learning Shengcai Liao, Yang Hu, Xiangyu Zhu, Stan Z. Li

CVPRW 2013 Exploring Structural Information and Fusing Multiple Features for Person Re-Identification Yang Hu, Shengcai Liao, Zhen Lei, Dong Yi, Stan Z. Li

CVPRW 2013 Unsupervised Abnormal Crowd Activity Detection Using Semiparametric Scan Statistic Yang Hu, Yangmuzi Zhang, Larry S. Davis

CVPR 2008 Multiple-Instance Ranking: Learning to Rank Images for Image Retrieval Yang Hu, Mingjing Li, Nenghai Yu