| 2025 | ICML | Improving LLM Safety Alignment with Dual-Objective Optimization. | Xuandong Zhao, Will Cai, Tianneng Shi, David Huang, Licong Lin, Song Mei, Dawn Song |
| 2025 | ICRA | Robo-DM: Data Management for Large Robot Datasets. | Kaiyuan Chen, Letian Fu, David Huang, Yanxiang Zhang, Lawrence Yunliang Chen, Huang Huang, Kush Hari, Ashwin Balakrishna, Ted Xiao, Pannag R. Sanketi, John Kubiatowicz, Ken Goldberg |
| 2025 | NAACL | Stronger Universal and Transferable Attacks by Suppressing Refusals. | David Huang, Avidan Shah, Alexandre Araujo, David A. Wagner, Chawin Sitawarin |
| 2024 | EMNLP | ClaimLens: Automated, Explainable Fact-Checking on Voting Claims Using Frame-Semantics. | Jacob Daniel Devasier, Rishabh Mediratta, Phuong Anh Le, David Huang, Chengkai Li |
| 2024 | ICASSP | A Unified Loss Function to Tackle Inter-Class and Intra-Class Data Imbalance in Sound Event Detection. | Yuliang Zhang, Roberto Togneri, David Huang |
| 2024 | ICLR | PubDef: Defending Against Transfer Attacks From Public Models. | Chawin Sitawarin, Jaewon Chang, David Huang, Wesson Altoyan, David A. Wagner |
| 2022 | CIBCB | geneDRAGNN: Gene Disease Prioritization using Graph Neural Networks. | Awni Altabaa, David Huang, Ciaran Byles-Ho, Hani Khatib, Fabian Sosa, Ting Hu |
| 2018 | ICASSP | Confidence Based Acoustic Event Detection. | Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang |
| 2017 | Interspeech | Frame-Wise Dynamic Threshold Based Polyphonic Acoustic Event Detection. | Xianjun Xia, Roberto Togneri, Ferdous Ahmed Sohel, David Huang |
| 2011 | ICIP | Sparsity-based retinal layer segmentation of optical coherence tomography images. | Jason Tokayer, Antonio Ortega, David Huang |
| 2006 | WCNC | Good low-rate convolutional codes using integer linear programming. | Huiping Li, David Huang |
| 2002 | PIMRC | A dynamic power and rate joint allocation algorithm for mobile multimedia DS-CDMA networks based on utility functions. | Xiang Duan, Zhisheng Niu, David Huang, David Lee |
| 2000 | WSC | Hybrid-system simulation for National Airspace System safety analysis. | Amy R. Pritchett, Seungman Lee, David Huang, David Goldsman |
| 1989 | ICDE | Password Authentication Based On Public-Key Distribution Cryptosystem. | Lein Harn, David Huang, Chi-Sung Laih |