| 2025 | COLT | Predicting quantum channels over general product distributions. | Sitan Chen, Jaume de Dios Pont, Jun-Ting Hsieh, Hsin-Yuan Huang, Jane Lange, Jerry Li |
| 2025 | COLT | Learning shallow quantum circuits with many-qubit gates. | Francisco Vasconcelos, Hsin-Yuan Huang |
| 2025 | STOC | How to Construct Random Unitaries. | Fermi Ma, Hsin-Yuan Huang |
| 2024 | FOCS | Certifying Almost All Quantum States with Few Single-Qubit Measurements. | Hsin-Yuan Huang, John Preskill, Mehdi Soleimanifar |
| 2024 | STOC | Local Minima in Quantum Systems. | Chi-Fang Chen, Hsin-Yuan Huang, John Preskill, Leo Zhou |
| 2024 | STOC | Learning Shallow Quantum Circuits. | Hsin-Yuan Huang, Yunchao Liu, Michael Broughton, Isaac Kim, Anurag Anshu, Zeph Landau, Jarrod R. McClean |
| 2021 | FOCS | Exponential Separations Between Learning With and Without Quantum Memory. | Sitan Chen, Jordan Cotler, Hsin-Yuan Huang, Jerry Li |
| 2019 | ICLR | FlowQA: Grasping Flow in History for Conversational Machine Comprehension. | Hsin-Yuan Huang, Eunsol Choi, Wen-tau Yih |
| 2018 | ICLR | FusionNet: Fusing via Fully-aware Attention with Application to Machine Comprehension. | Hsin-Yuan Huang, Chenguang Zhu, Yelong Shen, Weizhu Chen |
| 2017 | AAAI | A Unified Algorithm for One-Cass Structured Matrix Factorization with Side Information. | Hsiang-Fu Yu, Hsin-Yuan Huang, Inderjit S. Dhillon, Chih-Jen Lin |
| 2016 | MMSys | Lighting estimation from a single image containing multiple planes. | Ping-Cheng Kuo, Hsin-Yuan Huang, Shang-Hong Lai |
| 2016 | SDM | Linear and Kernel Classification: When to Use Which? | Hsin-Yuan Huang, Chih-Jen Lin |
| 2012 | ISCAS | A 9.2b 47fJ/conversion-step asynchronous SAR ADC with input range prediction DAC switching. | Hsin-Yuan Huang, Jin-Yi Lin, Chih-Cheng Hsieh, Wen-Hsu Chang, Hann-Huei Tsai, Chin-Fong Chiu |