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 (HPCS, 2016)

Key sensor discovery for quality audit of air sensor networks. - Tzu-Heng Huang; Cheng-Hsien Tsai; Man-Kwan Shan (MobiSys, 2020)

Modular Neural Networks with Fully Convolutional Networks for Typhoon-Induced Short-Term Rainfall Predictions. - Chih-Chiang Wei; Tzu-Heng Huang (Sensors, 2021)

AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels. - Nicholas Carl Roberts; Xintong Li 001; Tzu-Heng Huang; Dyah Adila; Spencer Schoenberg; Cheng-Yu Liu 002; Lauren Pick; Haotian Ma; Aws Albarghouthi; Frederic Sala (NeurIPS, 2022)

Train 'n Trade: Foundations of Parameter Markets. - Tzu-Heng Huang; Harit Vishwakarma; Frederic Sala (NeurIPS, 2023)

Geometry-Aware Adaptation for Pretrained Models. - Nicholas Carl Roberts; Xintong Li 001; Dyah Adila; Sonia Cromp; Tzu-Heng Huang; Jitian Zhao; Frederic Sala (NeurIPS, 2023)

The ALCHEmist: Automated Labeling 500x CHEaper than LLM Data Annotators. - Tzu-Heng Huang; Catherine Cao; Vaishnavi Bhargava; Frederic Sala (NeurIPS, 2024)

Multimodal Data Curation via Object Detection and Filter Ensembles. - Tzu-Heng Huang; Changho Shin; Sui Jiet Tay; Dyah Adila; Frederic Sala (CoRR, 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)

Evaluating Sample Utility for Data Selection by Mimicking Model Weights. - Tzu-Heng Huang; Manjot Bilkhu; Frederic Sala; Javier R. Movellan (CoRR, 2025)

ScriptoriumWS: A Code Generation Assistant for Weak Supervision. - Tzu-Heng Huang; Catherine Cao; Spencer Schoenberg; Harit Vishwakarma; Nicholas Carl Roberts; Frederic Sala (CoRR, 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, 2025)

Time To Impeach LLM-as-a-Judge: Programs are the Future of Evaluation. - Tzu-Heng Huang; Harit Vishwakarma; Frederic Sala (CoRR, 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, 2025)