Tzu-Heng Huang

According to our database, Tzu-Heng Huang authored at least 19 papers between 2016 and 2026.

Collaborative distances:

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

2026

Test-Time Scaling Makes Overtraining Compute-Optimal.

Nicholas Carl Roberts, Sungjun Cho, Zhiqi Gao, Tzu-Heng Huang, Albert Wu, Gabriel Orlanski, Avi Trost, Estefany Kelly Buchanan, Aws Albarghouthi, Frederic Sala

CoRR, April, 2026

RubiCap: Rubric-Guided Reinforcement Learning for Dense Image Captioning.

Tzu-Heng Huang, Sirajul Salekin, Javier R. Movellan, Frederic Sala, Manjot Bilkhu

CoRR, March, 2026

CARE: Confounder-Aware Aggregation for Reliable LLM Evaluation.

Jitian Zhao, Changho Shin, Tzu-Heng Huang, Satya Sai Srinath Namburi GNVV, Frederic Sala

CoRR, March, 2026

Bidirectional Path Search for Efficient Routing in LISL-Enabled Multi-Layer LEO Mega-Constellations.

Tzuheng Huang, Shenghao Chiang, Peifan Liu, Wanjiun Liao

IEEE Trans. Netw., 2026

2025

Shrinking the Generation-Verification Gap with Weak Verifiers.

Jon Saad-Falcon, Estefany Kelly Buchanan, Mayee F. Chen, Tzu-Heng Huang, Brendan McLaughlin, Tanvir Bhathal, Shang Zhu, Ben Athiwaratkun, Frederic Sala, Scott W. Linderman, Azalia Mirhoseini, Christopher Ré

CoRR, June, 2025

Time To Impeach LLM-as-a-Judge: Programs are the Future of Evaluation.

Tzu-Heng Huang, Harit Vishwakarma, Frederic Sala

CoRR, June, 2025

R&B: Domain Regrouping and Data Mixture Balancing for Efficient Foundation Model Training.

Albert Ge, Tzu-Heng Huang, John Cooper, Avi Trost, Ziyi Chu, Satya Sai Srinath Namburi GNVV, Ziyang Cai, Kendall Park, Nicholas Carl Roberts, Frederic Sala

CoRR, May, 2025

ScriptoriumWS: A Code Generation Assistant for Weak Supervision.

Tzu-Heng Huang, Catherine Cao, Spencer Schoenberg, Harit Vishwakarma, Nicholas Carl Roberts, Frederic Sala

CoRR, February, 2025

Evaluating Sample Utility for Data Selection by Mimicking Model Weights.

Tzu-Heng Huang, Manjot Bilkhu, Frederic Sala, Javier R. Movellan

CoRR, January, 2025

Weaver: Shrinking the Generation-Verification Gap by Scaling Compute for Verification.

Jon Saad-Falcon, Estefany Kelly Buchanan, Mayee F. Chen, Tzu-Heng Huang, Brendan McLaughlin, Tanvir Bhathal, Shang Zhu, Ben Athiwaratkun, Frederic Sala, Scott W. Linderman, Azalia Mirhoseini, Christopher Ré

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

MoRe Fine-Tuning with 10x Fewer Parameters.

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

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

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

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Geometry-Aware Adaptation for Pretrained Models.

Nicholas Carl 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

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