Preprint

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)

Conference

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.

Journal

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.

Workshop

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)

Last updated on FEB 08 2024