Expertfuse: A huffman tree-based gradual expert integration framework for MoE models.

Yi-Zeng Fang Yizeng Fang https://orcid.org/0009-0005-3565-683X National Yang Ming Chiao Tung University, Hsinchu, Taiwan

Yizeng Fang Juinn-Dar Huang Expertfuse: A huffman tree-based gradual expert integration framework for MoE models. 108274 2026 195 Neural Networks https://doi.org/10.1016/j.neunet.2025.108274 db/journals/nn/nn195.html#FangH26 streams/journals/nn

Yi-Zeng Fang Juinn-Dar Huang Beyond Freezing the Router: Rank-Aligned Post-Training Quantization for Mixture-of-Experts Models. 2026 2026 Trans. Mach. Learn. Res. https://openreview.net/forum?id=bPsPPI65hf db/journals/tmlr/tmlr2026.html#FangH26 streams/journals/tmlr

Bo-Kai Ruan Yi-Zeng Fang Hong-Han Shuai Juinn-Dar Huang Anomaly Detection for Hybrid Butterfly Subspecies via Probability Filtering. 2025 April abs/2504.01671 CoRR https://doi.org/10.48550/arXiv.2504.01671 db/journals/corr/corr2504.html#abs-2504-01671 streams/journals/corr

Yi-Zeng Fang Lung-Hao Lee Juinn-Dar Huang NYCU-NLP at EXIST 2024: Leveraging Transformers with Diverse Annotations for Sexism Identification in Social Networks. 1003-1011 2024 CLEF (Working Notes) https://ceur-ws.org/Vol-3740/paper-93.pdf conf/clef/2024w db/conf/clef/clef2024w.html#FangLH24 Yi-Zeng Fang Juinn-Dar Huang Enhancing Brain Tumor Segmentation with Deep Supervision and Attention Mechanisms: Advances in the nnU-Net Framework. 1-4 2024 ISBI https://doi.org/10.1109/ISBI56570.2024.10635180 conf/isbi/2024 db/conf/isbi/isbi2024.html#FangH24 streams/conf/isbi

Soumick Chatterjee Hendrik Mattern Marc Dörner Alessandro Sciarra Florian Dubost Hannes Schnurre Rupali Khatun Chun-Chih Yu Tsung-Lin Hsieh Yi-Shan Tsai Yi-Zeng Fang Yung-Ching Yang Juinn-Dar Huang Marshall Xu Siyu Liu Fernanda L. Ribeiro Saskia Bollmann Karthikesh Varma Chintalapati Chethan Radhakrishna Sri Chandana Hudukula Ram Kumar Raviteja Sutrave Abdul Qayyum 0002 Moona Mazher Imran Razzak Cristóbal Rodero Steven Niederren Fengming Lin Yan Xia Jiacheng Wang 0002 Riyu Qiu Liansheng Wang 0002 Arya Yazdan Panah Rosana El Jurdi Guanghui Fu Janan Arslan Ghislain Vaillant Romain Valabrègue Didier Dormont Bruno Stankoff Olivier Colliot Luisa Vargas Isai Daniel Chacón Ioannis Pitsiorlas Pablo Arbeláez Maria A. Zuluaga Stefanie Schreiber Oliver Speck Andreas Nürnberger SMILE-UHURA Challenge - Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms. 2024 abs/2411.09593 CoRR https://doi.org/10.48550/arXiv.2411.09593 db/journals/corr/corr2411.html#abs-2411-09593 streams/journals/corr

Pablo Andrés ArbeláezPablo Arbeláez Janan Arslan Saskia Bollmann Isai Daniel Chacón Soumick Chatterjee Karthikesh Varma Chintalapati Olivier Colliot Didier Dormont Marc Dörner Florian Dubost Guanghui Fu Tsung-Lin Hsieh Juinn-Dar Huang Rosana El Jurdi Rupali Khatun Sri Chandana Hudukula Ram Kumar Lung-Hao Lee Fengming Lin Siyu Liu Hendrik Mattern Moona Mazher Steven Niederren Andreas Nürnberger Arya Yazdan Panah Ioannis Pitsiorlas Abdul Qayyum 0002 Riyu Qiu Chethan Radhakrishna Muhammad Imran RazzakImran Razzak Fernanda L. Ribeiro Cristóbal Rodero Bo-Kai Ruan Hannes Schnurre Stefanie Schreiber Alessandro Sciarra Hong-Han Shuai Oliver Speck Bruno Stankoff Raviteja Sutrave Yi-Shan Tsai Ghislain Vaillant Romain Valabrègue Luisa Vargas Jiacheng Wang 0002 Liansheng Wang 0002 Yan Xia Marshall Xu Yung-Ching Yang Chun-Chih Yu Maria A. Zuluaga