Publications (*equal contributions)
See Google Scholar for my latest research
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data. Cheng-Hao Tu*, Hong-You Chen*, Zheda Mai, Jike Zhong, Vardaan Pahuja, Tanya Berger-Wolf, Song Gao, Charles Stewart, Yu Su, Wei-Lun Chao. NeurIPS 2023
Making Batch Normalization Great in Federated Deep Learning. Jike Zhong*, Hong-You Chen*, Wei-Lun Chao. NeurIPS 2023 workshop
Train-Once-for-All Personalization. Hong-You Chen, Yandong Li, Yin Cui, Mingda Zhang, Wei-Lun Chao, Li Zhang. CVPR 2023
On the Importance and Applicability of Pre-Training for Federated Learning. Hong-You Chen, Cheng-Hao Tu, Ziwei Li, Han-Wei Shen, Wei-Lun Chao. ICLR 2023
Learning Fractals by Gradient Descent. Cheng-Hao Tu*, Hong-You Chen*, David Carlyn, and Wei-Lun Chao. AAAI 2023.
On Bridging Generic and Personalized Federated Learning for Image Classification. Hong-You Chen and Wei-Lun Chao. ICLR 2022 (spotlight, 5%).
Gradual Domain Adaptation without Indexed Intermediate Domains. Hong-You Chen and Wei-Lun Chao. NeurIPS 2021.
FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning. Hong-You Chen and Wei-Lun Chao. ICLR 2021. The prelimentary version won the Best Student Paper in NeurIPS 2020 Workshop on Scalability, Privacy, and Security in Federated Learning.
Glyph2Vec: Learning Chinese Out-of-Vocabulary Word Embeddings from Glyphs. Hong-You Chen*, Sz-Han Yu*, Shou-De Lin. ACL 2020 (short).
Self-Discriminative Learning for Unsupervised Document Embedding. Hong-You Chen*, Chin-Hua Hu*, Leila Wehbe, Shou-De Lin. NAACL 2019 (long, oral).
Nested Variance Estimating VAE/GAN for Face Generation. Hong-You Chen, Chi-Jen Lu. IJCNN 2019.
Multiple Text Style Transfer by using Word-level Conditional Generative Adversarial Network with Two-Phase Training. Chih-Te Lai, Yi-Te Hong, Hong-You Chen, Chi-Jen Lu, Shou-De Lin. EMNLP 2019 (short).
Word Relation Autoencoder for Unseen Hypernym Extraction Using Word Embeddings. Hong-You Chen, Cheng-Syuan Lee, Keng-Te Liao, Shou-De Lin. EMNLP 2018 (short).
Preprints
Federated Learning of Shareable Bases for Personalization-Friendly Image Classification. Hong-You Chen*, Jike Zhong*, Mingda Zhang, Xuhui Jia, Hang Qi, Boqing Gong, Wei-Lun Chao, Li Zhang
Identifying and Compensating Feature Deviation in Imbalanced Deep Learning. Han-Jia Ye, Hong-You Chen, De-Chuan Zhan, Wei-Lun Chao