Michael Zhang

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 62

Top Topics

Dynamic Pricing

Weighted Averaging

Sponsored Search Auctions

Top Venues

J. Integr. Bioinform.

Publications

Simran Arora, Sabri Eyuboglu, Michael Zhang, Aman Timalsina, Silas Alberti, Dylan Zinsley, James Zou, Atri Rudra, Christopher Ré
Simple linear attention language models balance the recall-throughput tradeoff. CoRR (2024)
Shouwei Hui, Michael Zhang
An anisotropic traffic flow model with look-ahead effect for mixed autonomy traffic. CoRR (2024)
Michael Zhang, Kush Bhatia, Hermann Kumbong, Christopher Ré
The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry. ICLR (2024)
Shouwei Hui, Michael Zhang
A new platooning model for connected and autonomous vehicles to improve string stability. CoRR (2024)
Jinglei Yang, Michael Zhang, Jiejian Feng, Kai He
A genetic algorithm to solve the production lot-sizing problem with capacity adjustment. Comput. Oper. Res. 172 (2024)
Michael Zhang, Kush Bhatia, Hermann Kumbong, Christopher Ré
The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry. CoRR (2024)
Daniel Y. Fu, Elliot L. Epstein, Eric Nguyen, Armin W. Thomas, Michael Zhang, Tri Dao, Atri Rudra, Christopher Ré
Simple Hardware-Efficient Long Convolutions for Sequence Modeling. ICML (2023)
Yanlin Qi, Jia Li, Michael Zhang
Enabling CMF Estimation in Data-Constrained Scenarios: A Semantic-Encoding Knowledge Mining Model. CoRR (2023)
Michael Zhang, Khaled Kamal Saab, Michael Poli, Tri Dao, Karan Goel, Christopher Ré
Effectively Modeling Time Series with Simple Discrete State Spaces. CoRR (2023)
Xianyue Peng, Hang Gao, Gengyue Han, Hao Wang, Michael Zhang
Joint Optimization of Traffic Signal Control and Vehicle Routing in Signalized Road Networks using Multi-Agent Deep Reinforcement Learning. CoRR (2023)
Michael Zhang, Khaled Kamal Saab, Michael Poli, Tri Dao, Karan Goel, Christopher Ré
Effectively Modeling Time Series with Simple Discrete State Spaces. ICLR (2023)
Yanlin Qi, Gengchen Mai, Rui Zhu, Michael Zhang
EVKG: An interlinked and interoperable electric vehicle knowledge graph for smart transportation system. Trans. GIS 27 (4) (2023)
Kirsten J. McCaffery, Julie Ayre, Rachael Dodd, Kristen Pickles, Tessa Copp, Danielle M. Muscat, Brooke Nickel, Erin Cvejic, Michael Zhang, Olivia Mac, Jennifer Isautier, Samuel Cornell, Michael S. Wolf, Carissa Bonner
Disparities in public understanding, attitudes, and intentions during the Covid-19 pandemic: The role of health literacy. Inf. Serv. Use 43 (2) (2023)
Michael Zhang, Eunsol Choi
Mitigating Temporal Misalignment by Discarding Outdated Facts. EMNLP (2023)
Jiejian Feng, Kai Huang, Michael Zhang, Ignacio Castillo, Jinglei Yang
Option applications for retailers in a decentralized inventory system. Comput. Ind. Eng. 175 (2023)
Daniel Y. Fu, Elliot L. Epstein, Eric Nguyen, Armin W. Thomas, Michael Zhang, Tri Dao, Atri Rudra, Christopher Ré
Simple Hardware-Efficient Long Convolutions for Sequence Modeling. CoRR (2023)
Yanlin Qi, Gengchen Mai, Rui Zhu, Michael Zhang
EVKG: An Interlinked and Interoperable Electric Vehicle Knowledge Graph for Smart Transportation System. CoRR (2023)
Michael Zhang, Nimit Sharad Sohoni, Hongyang R. Zhang, Chelsea Finn, Christopher Ré
Correct-N-Contrast: A Contrastive Approach for Improving Robustness to Spurious Correlations. CoRR (2022)
Michael Zhang, Samuel Kim, Peter Y. Lu, Marin Soljacic
Deep Learning and Symbolic Regression for Discovering Parametric Equations. CoRR (2022)
Justin Y. Chen, Talya Eden, Piotr Indyk, Honghao Lin, Shyam Narayanan, Ronitt Rubinfeld, Sandeep Silwal, Tal Wagner, David P. Woodruff, Michael Zhang
Triangle and Four Cycle Counting with Predictions in Graph Streams. CoRR (2022)
Justin Y. Chen, Talya Eden, Piotr Indyk, Honghao Lin, Shyam Narayanan, Ronitt Rubinfeld, Sandeep Silwal, Tal Wagner, David P. Woodruff, Michael Zhang
Triangle and Four Cycle Counting with Predictions in Graph Streams. ICLR (2022)
Mayee F. Chen, Daniel Y. Fu, Avanika Narayan, Michael Zhang, Zhao Song, Kayvon Fatahalian, Christopher Ré
Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning. ICML (2022)
Mayee F. Chen, Daniel Y. Fu, Dyah Adila, Michael Zhang, Frederic Sala, Kayvon Fatahalian, Christopher Ré
Shoring Up the Foundations: Fusing Model Embeddings and Weak Supervision. CoRR (2022)
Mayee F. Chen, Daniel Y. Fu, Avanika Narayan, Michael Zhang, Zhao Song, Kayvon Fatahalian, Christopher Ré
Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning. CoRR (2022)
Michael Zhang, Christopher Ré
Contrastive Adapters for Foundation Model Group Robustness. NeurIPS (2022)
Michael Zhang, Christopher Ré
Contrastive Adapters for Foundation Model Group Robustness. CoRR (2022)
Jinyoung Pung, Raissa M. D'Souza, Dipak Ghosal, Michael Zhang
A road network simplification algorithm that preserves topological properties. Appl. Netw. Sci. 7 (1) (2022)
Michael Zhang, Nimit Sharad Sohoni, Hongyang R. Zhang, Chelsea Finn, Christopher Ré
Correct-N-Contrast: a Contrastive Approach for Improving Robustness to Spurious Correlations. ICML (2022)
Mayee F. Chen, Daniel Y. Fu, Dyah Adila, Michael Zhang, Frederic Sala, Kayvon Fatahalian, Christopher Ré
Shoring up the foundations: fusing model embeddings and weak supervision. UAI (2022)
Khaled Saab, Sarah M. Hooper, Mayee F. Chen, Michael Zhang, Daniel Rubin, Christopher Ré
Reducing Reliance on Spurious Features in Medical Image Classification with Spatial Specificity. MLHC (2022)
Usha Ramanathan, Nigel L. Williams, Michael Zhang, Punyachalee Sa-nguanjin, Jose Arturo Garza-Reyes, Lilian Adriana Borges
A New Perspective of E-Trust in the Era of Social Media: Insights From Customer Satisfaction Data. IEEE Trans. Engineering Management 69 (4) (2022)
Michael Zhang, Karan Sapra, Sanja Fidler, Serena Yeung, Jose M. Alvarez
Personalized Federated Learning with First Order Model Optimization. ICLR (2021)
Michael Zhang, Chandra Krintz, Rich Wolski
Edge-adaptable serverless acceleration for machine learning Internet of Things applications. Softw. Pract. Exp. 51 (9) (2021)
Jiejian Feng, Michael Zhang, Jinglei Yang
New necessary and sufficient condition for the irreducibility of joint inventory positions in an assemble-to-order system. Oper. Res. Lett. 49 (2) (2021)
Michael Zhang, Chandra Krintz, Rich Wolski
Sparta: Heat-Budget-Based Scheduling Framework on IoT Edge Systems. EDGE (2021)
Michael Zhang, Chandra Krintz, Rich Wolski
STOIC: Serverless Teleoperable Hybrid Cloud for Machine Learning Applications on Edge Device. PerCom Workshops (2020)
Michael Zhang, Karan Sapra, Sanja Fidler, Serena Yeung, Jose M. Alvarez
Personalized Federated Learning with First Order Model Optimization. CoRR (2020)
Yitong Deng, Yaorui Zhang, Xingzhe He, Shuqi Yang, Yunjin Tong, Michael Zhang, Daniel M. DiPietro, Bo Zhu
Soft Multicopter Control Using Neural Dynamics Identification. CoRL (2020)
Michael Zhang, Xiaotian Cheng, Daniel Copeland, Arjun D. Desai, Melody Y. Guan, Gabriel A. Brat, Serena Yeung
Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery. CoRR (2020)
Yitong Deng, Yaorui Zhang, Xingzhe He, Shuqi Yang, Yunjin Tong, Michael Zhang, Daniel M. DiPietro, Bo Zhu
Soft Multicopter Control using Neural Dynamics Identification. CoRR (2020)
Michael Zhang, Xiaotian Cheng, Daniel Copeland, Arjun D. Desai, Melody Y. Guan, Gabriel A. Brat, Serena Yeung
Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery. AMIA (2020)
Michael Zhang
Characterizing Policy Divergence for Personalized Meta-Reinforcement Learning. CoRR (2020)
António V. Lopes, M. Amin Farajian, Rachel Bawden, Michael Zhang, André F. T. Martins
Document-level Neural MT: A Systematic Comparison. EAMT (2020)
Weiran Shen, Binghui Peng, Hanpeng Liu, Michael Zhang, Ruohan Qian, Yan Hong, Zhi Guo, Zongyao Ding, Pengjun Lu, Pingzhong Tang
Reinforcement Mechanism Design: With Applications to Dynamic Pricing in Sponsored Search Auctions. AAAI (2020)
Michael Zhang, Chandra Krintz, Markus Mock, Rich Wolski
Seneca: Fast and Low Cost Hyperparameter Search for Machine Learning Models. CLOUD (2019)
Long Chen, Miaoyan Wang, Xu Zhang, Michael Zhang, Yucheng Hu, Zuoqiang Shi, Peng Xi, Juntao Gao
Group-Sparsity-Based Super-Resolution Dipole Orientation Mapping. IEEE Trans. Medical Imaging 38 (11) (2019)
Dallas Card, Michael Zhang, Noah A. Smith
Deep Weighted Averaging Classifiers. FAT (2019)
Curtis Madsen, Ángel Goñi Moreno, Umesh P, Zachary Palchick, Nicholas Roehner, Christian Atallah, Bryan Bartley, Kiri Choi, Robert Sidney Cox III, Thomas E. Gorochowski, Raik Grünberg, Chris Macklin, James Alastair McLaughlin, Xianwei Meng, Tramy Nguyen, Matthew R. Pocock, Meher Samineni, James Scott-Brown, Ysis Tarter, Michael Zhang, Zhen Zhang, Zach Zundel, Jacob Beal, Michael Bissell, Kevin Clancy, John H. Gennari, Goksel Misirli, Chris J. Myers, Ernst Oberortner, Herbert M. Sauro, Anil Wipat
Synthetic Biology Open Language (SBOL) Version 2.3. J. Integr. Bioinform. 16 (2) (2019)
Michael Zhang, Shenglin Lu, Yu Lu, Jiao Chen
Risk-Managed Strategy Index. CIFEr (2019)
Dallas Card, Michael Zhang, Noah A. Smith
Deep Weighted Averaging Classifiers. CoRR (2018)
Wei-Tsung Lin, Chandra Krintz, Rich Wolski, Michael Zhang, Xiaogang Cai, Tongjun Li, Weijin Xu
Tracking Causal Order in AWS Lambda Applications. IC2E (2018)
Robert Sidney Cox III, Curtis Madsen, James Alastair McLaughlin, Tramy Nguyen, Nicholas Roehner, Bryan Bartley, Jacob Beal, Michael Bissell, Kiri Choi, Kevin Clancy, Raik Grünberg, Chris Macklin, Goksel Misirli, Ernst Oberortner, Matthew R. Pocock, Meher Samineni, Michael Zhang, Zhen Zhang, Zach Zundel, John H. Gennari, Chris J. Myers, Herbert M. Sauro, Anil Wipat
Synthetic Biology Open Language (SBOL) Version 2.2.0. J. Integr. Bioinform. 15 (1) (2018)
Jiejian Feng, Michael Zhang
Reducing cost and abandoned E-components in incomplete identification. J. Oper. Res. Soc. 68 (3) (2017)
Carlos Florensa, David Held, Markus Wulfmeier, Michael Zhang, Pieter Abbeel
Reverse Curriculum Generation for Reinforcement Learning. CoRL (2017)
Meili Dong, Jiandong Wu, Zimin Ma, Hagit Peretz-Soroka, Michael Zhang, Paul Komenda, Navdeep Tangri, Yong Liu, Claudio Rigatto, Francis Lin
Rapid and Low-Cost CRP Measurement by Integrating a Paper-Based Microfluidic Immunoassay with Smartphone (CRP-Chip). Sensors 17 (4) (2017)
Weiran Shen, Binghui Peng, Hanpeng Liu, Michael Zhang, Ruohan Qian, Yan Hong, Zhi Guo, Zongyao Ding, Pengjun Lu, Pingzhong Tang
Reinforcement Mechanism Design, with Applications to Dynamic Pricing in Sponsored Search Auctions. CoRR (2017)
Jiejian Feng, Michael Zhang
Dynamic quotation of leadtime and price for a Make-To-Order system with multiple customer classes and perfect information on customer preferences. Eur. J. Oper. Res. 258 (1) (2017)
David Held, Zoe McCarthy, Michael Zhang, Fred Shentu, Pieter Abbeel
Probabilistically safe policy transfer. ICRA (2017)
David Held, Zoe McCarthy, Michael Zhang, Fred Shentu, Pieter Abbeel
Probabilistically Safe Policy Transfer. CoRR (2017)
Jacob Beal, Robert Sidney Cox III, Raik Grünberg, James Alastair McLaughlin, Tramy Nguyen, Bryan Bartley, Michael Bissell, Kiri Choi, Kevin Clancy, Chris Macklin, Curtis Madsen, Goksel Misirli, Ernst Oberortner, Matthew R. Pocock, Nicholas Roehner, Meher Samineni, Michael Zhang, Zhen Zhang, Zach Zundel, John H. Gennari, Chris J. Myers, Herbert M. Sauro, Anil Wipat
Synthetic Biology Open Language (SBOL) Version 2.1.0. J. Integr. Bioinform. 13 (3) (2016)
Daning Hu, Xiao Li, Michael Zhang
The Impacts of Geographic Dispersion on OSS Project Success: Face-to-face vs. Virtual Collaboration. ICIS (2016)
Michael Zhang, Jiejian Feng
Turnpike properties of group testing for incomplete identification. Oper. Res. Lett. 43 (6) (2015)
Pushkin Kachroo, Neveen Shlayan, Sumit Roy, Michael Zhang
High-Performance Vehicle Streams: Communication and Control Architecture. IEEE Trans. Veh. Technol. 63 (8) (2014)
Michael Zhang, Peter C. Bell, Gangshu (George) Cai, Xiangfeng Chen
Optimal fences and joint price and inventory decisions in distinct markets with demand leakage. Eur. J. Oper. Res. 204 (3) (2010)
Michael Zhang, Peter C. Bell
The effect of market segmentation with demand leakage between market segments on a firm's price and inventory decisions. Eur. J. Oper. Res. 182 (2) (2007)
Michael Zhang, Krste Asanovic
Victim Replication: Maximizing Capacity while Hiding Wire Delay in Tiled Chip Multiprocessors. ISCA (2005)
Kenneth C. Barr, Heidi Pan, Michael Zhang, Krste Asanovic
Accelerating Multiprocessor Simulation with a Memory Timestamp Record. ISPASS (2005)
Allan Macpherson, Oswald Jones, Michael Zhang
Virtual reality and innovation networks: opportunity exploitation in dynamic SMEs. Int. J. Technol. Manag. 30 (1/2) (2005)
Michael Zhang, Jun Xu
An investigation into subspace rapid speaker adaptation. ISCSLP (2004)
Michael Zhang, Krste Asanovic
Fine-grain CAM-tag cache resizing using miss tags. ISLPED (2002)
Qing K. Zhu, Michael Zhang
Low-voltage swing clock distribution schemes. ISCAS (4) (2001)
Luis Villa, Michael Zhang, Krste Asanovic
Dynamic zero compression for cache energy reduction. MICRO (2000)