preprint, 2024 |
Enhancing Out-of-Distribution Detection: A Sparsity-Based
Post-Hoc Method for Multi-Modal Models
Changbin Li, Sima Behpour, Xin Li, Thang Doan,Wenbin He, Liang Gou, Feng Chen, Liu Ren. |
preprint, 2023 |
EarlyMix: Mixup-based Efficient OOD Detection using Early-exit
Networks
Mirazul Haque*, Changbin Li*, Truong Quang Pham,Wei Yang, Feng Chen. (* equal contribution) |
EMNLP, 2024 |
Can We Trust the Performance Evaluation of Uncertainty Estimation Methods in Text Summarization?
Jianfeng He, Runing Yang, Linlin Yu, Changbin Li, Ruoxi Jia, Feng Chen, Ming Jin, Chang-Tien Lu. |
ICLR, 2024 |
Hyper Evidential Deep Learning to Quantify Composite
Classification Uncertainty.
Changbin Li, Kangshuo Li, Yuzhe Ou, Lance Kaplan, Audun Jøsang, Jin-hee Cho, Dong-hyun Jeong and Feng Chen. |
ICML, 2022 |
PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using
Submodular Mutual Information
Changbin Li*, Suraj Kothawade*, Feng Chen, Rishabh Iyer. (* equal contribution) |
AAAI, 2022 |
A Nested Bi-Level Optimization for Robust Few Shot Learning
Krishnateja Killamsetty*, Changbin Li*, Chen Zhao, Rishabh Iyer, Feng Chen. (* equal contribution) |
ICKG, 2020 |
Fair Meta-Learning For Few-Shot Classification
Chen Zhao, Changbin Li, Jincheng Li, Feng Chen. |
MSWiM, 2017 |
Inferring Private Demographics of New Users in Recommender
Systems
Mingxuan Sun, Changbin Li, Hongyuan Zha. |
Structural Monitoring and Maintenance Vol.6, No.2, 2019 |
Vibration Based Bridge Scour Evaluation: A Data-Driven Method
Using Support Vector Machines
Zhiming Zhang, Chao Sun, Changbin Li, Mingxuan Sun. |
American Journal of Neuroradiology 35.6:1150-1156, 2014 |
Association Between Resting-State Coactivation in the
Parieto-Frontal Network and Intelligence During Late Childhood
and Adolescence
Changbin Li, Lixia Tian. |
KDD, 2023 |
Evaluating Uncertainty Quantification for Birds Eye View
Semantic Segmentation
Bowen Yang, Linlin Yu, TianhaoWang, Changbin Li, and Feng Chen. |
NeurIPS, 2021 |
A Nested Bi-Level Optimization for Robust Few Shot Learning
Krishnateja Killamsetty*, Changbin Li*, Chen Zhao, Rishabh Iyer, Feng Chen. (* equal contribution) |