Tzu-Heng Huang

According to our database, Tzu-Heng Huang authored at least 10 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

MoRe Fine-Tuning with 10x Fewer Parameters.

Wenxuan Tan, Nicholas Roberts, Tzu-Heng Huang, Jitian Zhao, John Cooper, Samuel Guo, Chengyu Duan, Frederic Sala

CoRR, 2024

The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators.

Tzu-Heng Huang, Catherine Cao, Vaishnavi Bhargava, Frederic Sala

CoRR, 2024

Multimodal Data Curation via Object Detection and Filter Ensembles.

Tzu-Heng Huang, Changho Shin, Sui Jiet Tay, Dyah Adila, Frederic Sala

CoRR, 2024

2023

Geometry-Aware Adaptation for Pretrained Models.

Nicholas Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Train 'n Trade: Foundations of Parameter Markets.

Tzu-Heng Huang, Harit Vishwakarma, Frederic Sala

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels.

Nicholas Carl Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala

CoRR, 2022

AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels.

Nicholas Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Modular Neural Networks with Fully Convolutional Networks for Typhoon-Induced Short-Term Rainfall Predictions.

Chih-Chiang Wei, Tzu-Heng Huang

Sensors, 2021

2020

Key sensor discovery for quality audit of air sensor networks.

Tzu-Heng Huang, Cheng-Hsien Tsai, Man-Kwan Shan

Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

2016

A wide-range clock signal generation scheme for speed grading of a logic core.

Shi-Yu Huang, Tzu-Heng Huang, Kun-Han Tsai, Wu-Tung Cheng

Proceedings of the International Conference on High Performance Computing & Simulation, 2016