Bai, Haoyue

16 publications

TMLR 2025 Deep Active Learning in the Open World Tian Xie, Jifan Zhang, Haoyue Bai, Robert D Nowak

TMLR 2025 Out-of-Distribution Learning with Human Feedback Haoyue Bai, Xuefeng Du, Katie Rainey, Shibin Parameswaran, Yixuan Li

NeurIPS 2025 Sculpting Features from Noise: Reward-Guided Hierarchical Diffusion for Task-Optimal Feature Transformation Nanxu Gong, Zijun Li, Sixun Dong, Haoyue Bai, Wangyang Ying, Xinyuan Wang, Yanjie Fu

TMLR 2025 Understanding Embedding Scaling in Collaborative Filtering Yicheng He, Zhou Kaiyu, Haoyue Bai, Fengbin Zhu, Yonghui Yang

IJCAI 2025 Unsupervised Feature Transformation via In-Context Generation, Generator-Critic LLM Agents, and Duet-Play Teaming Nanxu Gong, Xinyuan Wang, Wangyang Ying, Haoyue Bai, Sixun Dong, Haifeng Chen, Yanjie Fu

CVPR 2025 Where's the Liability in the Generative Era? Recovery-Based Black-Box Detection of AI-Generated Content Haoyue Bai, Yiyou Sun, Wei Cheng, Haifeng Chen

NeurIPS 2024 AHA: Human-Assisted Out-of-Distribution Generalization and Detection Haoyue Bai, Jifan Zhang, Robert Nowak

ICLR 2024 HYPO: Hyperspherical Out-of-Distribution Generalization Haoyue Bai, Yifei Ming, Julian Katz-Samuels, Yixuan Li

ICML 2023 Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection Haoyue Bai, Gregory Canal, Xuefeng Du, Jeongyeol Kwon, Robert D Nowak, Yixuan Li

ECCVW 2022 CounTr: An End-to-End Transformer Approach for Crowd Counting and Density Estimation Haoyue Bai, Hao He, Zhuoxuan Peng, Tianyuan Dai, S.-H. Gary Chan

CVPR 2022 OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization Nanyang Ye, Kaican Li, Haoyue Bai, Runpeng Yu, Lanqing Hong, Fengwei Zhou, Zhenguo Li, Jun Zhu

AAAI 2021 DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation Haoyue Bai, Rui Sun, Lanqing Hong, Fengwei Zhou, Nanyang Ye, Han-Jia Ye, S.-H. Gary Chan, Zhenguo Li

ICCV 2021 NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization Haoyue Bai, Fengwei Zhou, Lanqing Hong, Nanyang Ye, S.-H. Gary Chan, Zhenguo Li

ICCV 2021 Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection Jiageng Mao, Minzhe Niu, Haoyue Bai, Xiaodan Liang, Hang Xu, Chunjing Xu

ICCV 2021 Voxel Transformer for 3D Object Detection Jiageng Mao, Yujing Xue, Minzhe Niu, Haoyue Bai, Jiashi Feng, Xiaodan Liang, Hang Xu, Chunjing Xu

ICCVW 2019 Crowd Counting on Images with Scale Variation and Isolated Clusters Haoyue Bai, Song Wen, S.-H. Gary Chan