| 2025 | ASRU | Improving Streaming ASR via Differentially Private Fusion of Data from Multiple Sources. | Virat Shejwalkar, Om Thakkar, Steve Chien, Nicole Rafidi, Arun Narayanan |
| 2022 | Interspeech | Detecting Unintended Memorization in Language-Model-Fused ASR. | W. Ronny Huang, Steve Chien, Om Dipakbhai Thakkar, Rajiv Mathews |
| 2022 | RecSys | EANA: Reducing Privacy Risk on Large-scale Recommendation Models. | Lin Ning, Steve Chien, Shuang Song, Mei Chen, Yunqi Xue, Devora Berlowitz |
| 2022 | SP | Membership Inference Attacks From First Principles. | Nicholas Carlini, Steve Chien, Milad Nasr, Shuang Song, Andreas Terzis, Florian Tramr |
| 2021 | AAAI | Tempered Sigmoid Activations for Deep Learning with Differential Privacy. | Nicolas Papernot, Abhradeep Thakurta, Shuang Song, Steve Chien, lfar Erlingsson |
| 2021 | ICML | Private Alternating Least Squares: Practical Private Matrix Completion with Tighter Rates. | Steve Chien, Prateek Jain, Walid Krichene, Steffen Rendle, Shuang Song, Abhradeep Thakurta, Li Zhang |
| 2011 | STOC | Almost settling the hardness of noncommutative determinant. | Steve Chien, Prahladh Harsha, Alistair Sinclair, Srikanth Srinivasan |
| 2009 | ICALP | Strong and Pareto Price of Anarchy in Congestion Games. | Steve Chien, Alistair Sinclair |
| 2007 | SODA | Convergence to approximate Nash equilibria in congestion games. | Steve Chien, Alistair Sinclair |
| 2006 | LATIN | On Clusters in Markov Chains. | Nir Ailon, Steve Chien, Cynthia Dwork |
| 2005 | WWW | Semantic similarity between search engine queries using temporal correlation. | Steve Chien, Nicole Immorlica |
| 2004 | FOCS | Algebras with Polynomial Identities and Computing the Determinant. | Steve Chien, Alistair Sinclair |
| 2004 | SODA | A determinant-based algorithm for counting perfect matchings in a general graph. | Steve Chien |
| 2002 | STOC | Clifford algebras and approximating the permanent. | Steve Chien, Lars Eilstrup Rasmussen, Alistair Sinclair |
| 2000 | VLDB | Approximating Aggregate Queries about Web Pages via Random Walks. | Ziv Bar-Yossef, Alexander C. Berg, Steve Chien, Jittat Fakcharoenphol, Dror Weitz |