Publications:
Azade Nova, Hanjun Dai, Dale Schuurmans. Gradient-Free Structured Pruning with Unlabeled Data, ICML 2023, Paper
Haoran Sun, Katayoon Goshvadi, Azade Nova, Dale Schuurmans, Hanjun Dai. Revisiting Sampling for Combinatorial Optimization, ICML 2023, Paper
Katayoon Goshvadi, Haoran Sun, Xingchao Liu, Azade Nova, Ruqi Zhang, Will Sussman Grathwohl, Dale Schuurmans, Hanjun Dai. DISCS: A Benchmark for Discrete Sampling, appears in NeurIPS 2023 Datasets and Benchmarks.
Hattie Zhou, Azade Nova, Hugo Larochelle, Aaron Courville, Behnam Neyshabur, Hanie Sedghi. Teaching Algorithmic Reasoning via In-Context Learning, In submission, [arXiv, blogpost]
Ian Swift, Sana Ebrahimi, Azade Nova, Abolfazl Asudeh. Maximizing Fair Content Spread via Edge Suggestion in Social Networks. VLDB 2022, VLDB Endowment. Paper, arxiv
Abolfazl Asudeh, G. Das, H.V. Jagadish, Shangqi Lu, Azade Nazi, Yufei Tao, Jianwen Zhao, N. Zhang. On Finding Rank Regret Representatives. ACM TODS, 2022. Paper
Azade Nazi, Qijing Huang, Hamid Shojaei, Hodjat Asghari Esfeden, Azalia Mirhosseini, Richard Ho. Adaptive Test Generation for Fast Functional Coverage Closure. DVCON 2021. Paper
Qijing Huang, Hamid Shojaei, Fred Zyda, Azade Nazi, Shobha Vasudevan, Sat Chatterjee, Richard Ho. Test Parameter Tuning with Blackbox Optimization: A Simple Yet Effective Way to Improve Coverage. DVCON 2021.
A graph placement methodology for fast chip design. 2021 Nature and Opinion Piece.
Hanjun Dai, Azade Nazi, Yujia Li, Bo Dai, and Dale Schuurmans, Scalable Deep Generative Modeling for Sparse Graphs in ICML 2020. Paper
Chip Placement with Deep Reinforcement Learning, Google AI Blog, Paper, Azalia Mirhoseini, Anna Goldie, Mustafa Yazgan, Joe Jiang, Ebrahim Songhori, Shen Wang, Young-Joon Lee, Eric Johnson, Omkar Pathak, Sungmin Bae, Azade Nazi, Jiwoo Pak, Andy Tong, Kavya Srinivasa, William Hang, Emre Tuncer, Anand Babu, Quoc V Le, James Laudon, Richard Ho, Roger Carpenter, Jeff Dean.
Azade Nazi, Will Hang, Anna Goldie, Sujith Ravi, Azalia Mirhoseini. Generalized Clustering by Learning to Optimize Expected Normalized Cuts. 2020. arxiv
Azade Nazi, Will Hang, Anna Goldie, Sujith Ravi, Azalia Mirhoseini. A Deep Learning Framework for Graph Partitioning. ICLR 2019. RLGM workshop Paper
Azade Nazi, Will Hang, Anna Goldie, Sujith Ravi, Azalia Mirhoseini. Gap: Generalizable approximate graph partitioning framework. arxiv
Abolfazl Asudeh, Azade Nazi, Nan Zhang, Gautam Das, and H. V. Jagadish: RRR: Rank-Regret Representative. Accepted for publication in SIGMOD 2019.
Azade Nazi, Bolin Ding, Vivek Narasayya, Surajit Chaudhuri, Efficient Estimation of Inclusion Coefficient using HyperLogLog Sketches in VLDB 2018.
Abolfazl Asudeh, Azade Nazi, Jees Augustine, Saravanan Thirumuruganathan, Nan Zhang, Gautam Das, Divesh Srivastava, Leveraging Similarity Joins for Signal Reconstruction. VLDB 2018.
Abolfazl Asudeh, Azade Nazi, Nan Zhang, Gautam Das, Efficient Computation of Regret-ratio Minimizing Set: A Compact Maxima Representative, SIGMOD 2017.
Azade Nazi, Mahashweta Das, Gautam Das, Web Item Reviewing Made Easy By Leveraging Available User Feedback, Preprint arXiv:1602.06454, 2016.
Rajeshkumar Kannapalli, Azade Nazi, Mahashweta Das, Gautam Das, AD-WIRE: Add-on for Web Item Reviewing System, Demo paper in VLDB 2016. Paper, Video
Azade Nazi, Mahashweta Das, and Gautam Das, The TagAdvisor: Luring the Lurkers to Review Web Items, SIGMOD 2015. Paper, Technical Report, [BibTex]
Azade Nazi, Zhuojie Zhou, Saravanan Thirumuruganathan, Nan Zhang, and Gautam Das, Walk, Not Wait: Faster Sampling Over Online Social Networks, Proceedings of the VLDB Endowment, PVLDB 2015. Paper, Technical Report, [BibTex]
Azade Nazi, Saravanan Thirumuruganathan, Vagelis Hristidis, Nan Zhang, and Gautam Das, Answering Complex Queries in an Online Community Network, accepted in ICWSM 2015. Paper, Technical Report, [BibTex]
Azade Nazi, Saravanan Thirumuruganathan, Vagelis Hristidis, Nan Zhang, and Gautam Das: Querying Hidden Attributes in an Online Community Network with Social Sensing Applications. In Proc. Socialsens 2015, held in conjunction with IEEE MASS 2015. Paper, [BibTex]
Azade Nazi, Saravanan Thirumuruganathan, Vagelis Hristidis, Nan Zhang, Khaled Shaban, and Gautam Das: Query Hidden Attributes in Social Networks. collocated withICDM 2014, Third International Workshop on Intelligent Data Processing, IDP 2014. Paper, [BibTex]
Azade Nazi, Mayank Raj, Mario Di Francesco, Preetam Ghosh, and Sajal K. Das, Efficient Communications in Wireless Sensor Networks Based on Biological Robustness, IEEE DCOSS 2016. Accepted
Azade Nazi, Mayank Raj, Mario Di Francesco, Preetam Ghosh, and Sajal K. Das, Exploiting Gene Regulatory Networks for Robust Wireless Sensor Networking, The 2015 Global Communications Conference (GlobeCom 2015). Paper, [BibTex]
Azade Nazi, Mayank Raj, Mario Di Francesco, Preetam Ghosh, and Sajal K. Das, Deployment of Robust Wireless Sensor Networks Using Gene Regulatory Networks: an Isomorphism-based Approach. Journal of Pervasive and Mobile Computing, PMC 2014, 246 - 257. Paper, [BibTex]
Azade Nazi, Mayank Raj, Mario Di Francesco, Preetam Ghosh, and Sajal K. Das, Robust Deployment of wireless Sensor Networks using Gene Regulatory Networks. Proceedings of International Conference on Distributed Computing and Networking, ICDCN 2013,192-207. Paper, [BibTex]
Rasool Fakoor, Faisal Lahdak, Azade Nazi, and Manfred Huber, Using Deep Learning to Enhance Cancer Diagnosis and Classification. ICML 2013, WHEALTH workshop. Paper, [BibTex]
Azade Nazi, Donggang Liu, and Sajal. K. Das, Privacy-Preserving Query Answering in Peer Data Management Systems. Network Forensics, Security and Privacy (NFSP) workshop, ICDCS 2013, 64-69. Paper, [BibTex]
Rasool Fakoor, Mayank Raj, Azade Nazi, Mario Di Francesco, and Sajal K. Das, An Integrated Cloud-based Framework for Mobile Phone Sensing. Mobile Cloud Computing (MCC) workshop, ACM SIGCOMM 2012, 47-52. Paper, [BibTex]
Azade Nazi and Hamid Sarbazi Azad. A Path-based Broadcast Algorithm for Wormhole Hypercubes, The 10th IEEE International Symposium on Pervasive Systems, Algorithms, and Networks, 2009. [BibTex]