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Bolian Li
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Trustworthy Long-Tailed Classification
B Li, Z Han, H Li, H Fu, C Zhang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2022), 2022
982022
Graph Communal Contrastive Learning
B Li, B Jing, H Tong
The Web Conference (WWW 2022), 2022
612022
Cascade reward sampling for efficient decoding-time alignment
B Li, Y Wang, A Grama, R Zhang
arXiv preprint arXiv:2406.16306, 2024
42024
Identifying Incorrect Classifications with Balanced Uncertainty
B Li, Z Zheng, C Zhang
42021
Entropy-MCMC: Sampling from Flat Basins with Ease
B Li, R Zhang
International Conference on Learning Representations (ICLR 2024), 2024
32024
ETA: Evaluating Then Aligning Safety of Vision Language Models at Inference Time
Y Ding, B Li, R Zhang
International Conference on Learning Representations (ICLR 2025), 2024
12024
Long-tailed Classification from a Bayesian-decision-theory Perspective
B Li, R Zhang
Symposium on Advances in Approximate Bayesian Inference (AABI 2023), 2023
12023
Making Reliable and Flexible Decisions in Long-tailed Classification
B Li, R Zhang
Transactions on Machine Learning Research (TMLR), 2025
2025
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