Huang, Tzu-Heng

7 publications

NeurIPS 2025 Weaver: Shrinking the Generation-Verification Gap by Scaling Compute for Verification Jon Saad-Falcon, E. Kelly Buchanan, Mayee F Chen, Tzu-Heng Huang, Brendan McLaughlin, Tanvir Bhathal, Shang Zhu, Ben Athiwaratkun, Frederic Sala, Scott Linderman, Azalia Mirhoseini, Christopher Re

ICMLW 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

ICMLW 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

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

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

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

NeurIPS 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