Tzu-Heng Huang

20 papers A* 4A 1Journal 14Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CARE: Confounder-Aware Aggregation for Reliable LLM Evaluation. CoRR Jitian Zhao, Changho Shin, Tzu-Heng Huang, Satya Sai Srinath Namburi GNVV, Frederic Sala
2026	J	`jnl`	RubiCap: Rubric-Guided Reinforcement Learning for Dense Image Captioning. CoRR Tzu-Heng Huang, Sirajul Salekin, Javier R. Movellan, Frederic Sala, Manjot Bilkhu
2025	J	`jnl`	Evaluating Sample Utility for Data Selection by Mimicking Model Weights. CoRR Tzu-Heng Huang, Manjot Bilkhu, Frederic Sala, Javier R. Movellan
2025	J	`jnl`	R&B: Domain Regrouping and Data Mixture Balancing for Efficient Foundation Model Training. CoRR 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
2025	J	`jnl`	ScriptoriumWS: A Code Generation Assistant for Weak Supervision. CoRR Tzu-Heng Huang, Catherine Cao, Spencer Schoenberg, Harit Vishwakarma, Nicholas Carl Roberts, Frederic Sala
2025	J	`jnl`	Shrinking the Generation-Verification Gap with Weak Verifiers. CoRR 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
2025	J	`jnl`	Time To Impeach LLM-as-a-Judge: Programs are the Future of Evaluation. CoRR Tzu-Heng Huang, Harit Vishwakarma, Frederic Sala
2024	J	`jnl`	MoRe Fine-Tuning with 10x Fewer Parameters. CoRR Wenxuan Tan, Nicholas Carl Roberts, Tzu-Heng Huang, Jitian Zhao, John Cooper, Samuel Guo, Chengyu Duan, Frederic Sala
2024	J	`jnl`	Multimodal Data Curation via Object Detection and Filter Ensembles. CoRR Tzu-Heng Huang, Changho Shin, Sui Jiet Tay, Dyah Adila, Frederic Sala
2024	J	`jnl`	The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators. CoRR Tzu-Heng Huang, Catherine Cao, Vaishnavi Bhargava, Frederic Sala
2024	A*	`conf`	The ALCHEmist: Automated Labeling 500x CHEaper than LLM Data Annotators. NeurIPS Tzu-Heng Huang, Catherine Cao, Vaishnavi Bhargava, Frederic Sala
2023	A*	`conf`	Geometry-Aware Adaptation for Pretrained Models. NeurIPS Nicholas Carl Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala
2023	J	`jnl`	Geometry-Aware Adaptation for Pretrained Models. CoRR Nicholas Carl Roberts, Xintong Li, Dyah Adila, Sonia Cromp, Tzu-Heng Huang, Jitian Zhao, Frederic Sala
2023	A*	`conf`	Train 'n Trade: Foundations of Parameter Markets. NeurIPS Tzu-Heng Huang, Harit Vishwakarma, Frederic Sala
2023	J	`jnl`	Train 'n Trade: Foundations of Parameter Markets. CoRR Tzu-Heng Huang, Harit Vishwakarma, Frederic Sala
2022	A*	`conf`	AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels. NeurIPS Nicholas Carl Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala
2022	J	`jnl`	AutoWS-Bench-101: Benchmarking Automated Weak Supervision with 100 Labels. CoRR Nicholas Carl Roberts, Xintong Li, Tzu-Heng Huang, Dyah Adila, Spencer Schoenberg, Cheng-Yu Liu, Lauren Pick, Haotian Ma, Aws Albarghouthi, Frederic Sala
2021	J	`jnl`	Modular Neural Networks with Fully Convolutional Networks for Typhoon-Induced Short-Term Rainfall Predictions. Sensors Chih-Chiang Wei, Tzu-Heng Huang
2020	A	`conf`	Key sensor discovery for quality audit of air sensor networks. MobiSys Tzu-Heng Huang, Cheng-Hsien Tsai, Man-Kwan Shan
2016	—	`conf`	A wide-range clock signal generation scheme for speed grading of a logic core. HPCS Shi-Yu Huang, Tzu-Heng Huang, Kun-Han Tsai, Wu-Tung Cheng