Zhang, Michael

1. On the Opportunities and Risks of Foundation Models
   2021/08/16 by Rishi Bommasani, Bommasani, Rishi, Drew A. Hudson +233 · 11 voices · 535 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
2. Reverse Curriculum Generation for Reinforcement Learning
   2017/07/17 by Carlos Florensa, David Held, Florensa, Carlos +7 · 32 citations
   Computer Science · Engineering · #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Adversarial Robustness in Machine Learning
3. Simple linear attention language models balance the recall-throughput tradeoff
   2024/02/28 by Simran Arora, Sabri Eyuboglu, Arora, Simran +15 · 31 citations
   Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Advanced Graph Neural Networks
4. Correct-N-Contrast: A Contrastive Approach for Improving Robustness to Spurious Correlations
   2022/03/03 by Michael Zhang, Zhang, Michael, Nimit S. Sohoni +7 · 13 citations
   Computer Science · #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning #Anomaly Detection Techniques and Applications
5. Personalized Federated Learning with First Order Model Optimization
   2020/12/15 by Michael Zhang, Zhang, Michael, Karan Sapra +7 · 12 citations
   Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
6. The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry
   2024/02/06 by M Zhang, K. Bhatia, Zhang, Michael +5 · 18 citations
   Mathematics · Psychology · #Cognitive and developmental aspects of mathematical skills #Child and Animal Learning Development
7. Contrastive Adapters for Foundation Model Group Robustness
   2022/07/14 by Zhang, Michael, Ré, Christopher · 9 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Effectively Modeling Time Series with Simple Discrete State Spaces
   2023/03/16 by Michael Zhang, Zhang, Michael, Khaled K. Saab +9 · 10 citations
   Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
9. The JWST Rocky Worlds DDT Program Reveals GJ 3929b to Likely Be a Bare Rock
   2025/08/17 by Qiao Xue, Xue, Qiao, Michael Zhang +38 · 2 voices · 3 citations
   Physics and Astronomy · #Stellar, planetary, and galactic studies #Astrophysics and Star Formation Studies #Astronomy and Astrophysical Research
10. A carbon-rich atmosphere on a windy pulsar planet
    2025/09/04 by Michael Zhang, Maya Beleznay, Zhang, Michael +42 · 6 voices · 2 citations
    Physics and Astronomy · #Astro and Planetary Science #Stellar, planetary, and galactic studies #astro-ph.EP #astro-ph.HE #astro-ph.SR
11. Hydrogen sulfide and metal-enriched atmosphere for a Jupiter-mass exoplanet
    2024/07/08 by Guangwei Fu, Luis Welbanks, Fu, Guangwei +33 · 10 citations
    Physics and Astronomy · #Astro and Planetary Science #Astronomy and Astrophysical Research #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Stellar, planetary, and galactic studies
12. Confirmation of sub-solar metallicity for WASP-77Ab from JWST thermal emission spectroscopy
    2023/05/12 by August, Prune C., Bean, Jacob L., Zhang, Michael +4 · 5 citations
    #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences
13. Simple Hardware-Efficient Long Convolutions for Sequence Modeling
    2023/02/13 by Fu, Daniel Y., Epstein, Elliot L., Nguyen, Eric +5 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. Deep Learning and Symbolic Regression for Discovering Parametric Equations
    2022/07/01 by Michael Zhang, Samuel Kim, Zhang, Michael +5 · 3 citations
    Computer Science · Mathematics · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications #Statistics Education and Methodologies #Statistics and Probability (physics.data-an) #Symbolic Computation (cs.SC)
15. Reinforcement Mechanism Design, with Applications to Dynamic Pricing in Sponsored Search Auctions
    2017/11/28 by Weiran Shen, Shen, Weiran, Binghui Peng +17 · 2 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Auction Theory and Applications #Computer Science and Game Theory (cs.GT) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Optimization and Search Problems
16. Data Behind the Figures: No Thick Atmosphere on the Terrestrial Exoplanet Gl 486b
    2024/08/27 by Megan Mansfield, Megan Weiner Mansfield, Qiao Xue +22 · 1 voice · 5 citations
    Physics and Astronomy · #Astronomy and Astrophysical Research #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Stellar, planetary, and galactic studies #astro-ph.EP
17. Data for "The Thermal Emission Spectrum of the Nearby Rocky Exoplanet LTT 1445A b from JWST MIRI/LRS" paper
    2024/10/14 by Patcharapol Wachiraphan, Wachiraphan, Patcharapol, Zachory K. Berta-Thompson +16 · 6 citations
    Engineering · Physics and Astronomy · #Astronomy and Astrophysical Research #Calibration and Measurement Techniques #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Stellar, planetary, and galactic studies
18. Nightside clouds and disequilibrium chemistry on the hot Jupiter WASP-43b
    2024/01/23 by Bell, Taylor J., Crouzet, Nicolas, Cubillos, Patricio E. +80 · 4 citations
    #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
19. LoLCATs: On Low-Rank Linearizing of Large Language Models
    2024/10/14 by Michael Zhang, Zhang, Michael, Simran Arora +13 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
20. New insights into the internal structure of GJ 1214 b informed by JWST
    2024/07/16 by Matthew C. Nixon, Nixon, Matthew C., Anjali A. A. Piette +17 · 6 citations
    Earth and Planetary Sciences · Physics and Astronomy · #Geophysics and Gravity Measurements #Pulsars and Gravitational Waves Research #Quantum Chromodynamics and Particle Interactions
21. Triangle and Four Cycle Counting with Predictions in Graph Streams
    2022/03/17 by Chen, Justin Y., Eden, Talya, Indyk, Piotr +7 · 3 citations
    #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG)
22. Constraining atmospheric composition from the outflow: helium observations reveal the fundamental properties of two planets straddling the radius gap
    2024/09/12 by Michael Zhang, Jacob L. Bean, Zhang, Michael +29 · 5 citations
    Earth and Planetary Sciences · Physics and Astronomy · #Astro and Planetary Science #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Geophysics and Gravity Measurements #Solar and Space Plasma Dynamics
23. A dark, bare rock for TOI-1685 b from a JWST NIRSpec G395H phase curve
    2024/12/04 by Rafael Luque, R. Luque, Luque, Rafael +25 · 1 voice · 4 citations
    Earth and Planetary Sciences · Physics and Astronomy · #astro-ph.EP
24. Stellar Characterization and Chemical Abundances of Exoplanet Hosting M dwarfs from APOGEE Spectra: Future JWST Targets
    2024/05/31 by Melo, Edypo, Souto, Diogo, Cunha, Katia +11 · 3 citations
    #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Solar and Stellar Astrophysics (astro-ph.SR)
25. Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes
    2019/06/01 by Cheng, Li-Fang, Dumitrascu, Bianca, Zhang, Michael +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
26. Retrievals on NIRCam transmission and emission spectra of HD 189733b with PLATON 6, a GPU code for the JWST era
    2024/10/29 by Michael Zhang, Zhang, Michael, Kimberly Paragas +12 · 3 citations
    Engineering · #Optical Systems and Laser Technology #Laser Design and Applications #Astronomical Observations and Instrumentation
27. The radiative effects of photochemical hazes on the atmospheric circulation and phase curves of sub-Neptunes
    2025/03/28 by Maria E. Steinrueck, Steinrueck, Maria E., Vivien Parmentier +30 · 1 voice · 2 citations
    Engineering · Physics and Astronomy · #Astro and Planetary Science #Spacecraft Dynamics and Control #Stellar, planetary, and galactic studies #astro-ph.EP
28. A New Spectral Library for Modeling the Surfaces of Hot, Rocky Exoplanets
    2025/02/06 by Kimberly Paragas, Paragas, Kimberly, Heather A. Knutson +17 · 3 citations
    Physics and Astronomy · #Astronomy and Astrophysical Research #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Stellar, planetary, and galactic studies
29. Non-detection of He I in the atmosphere of GJ1214b with Keck/NIRSPEC, at a time of minimal telluric contamination
    2022/09/07 by Jessica Spake, Spake, Jessica J., Antonija Oklopčić +17 · 1 citation
    Earth and Planetary Sciences · Physics and Astronomy · #Astro and Planetary Science #Atmospheric Ozone and Climate #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Stellar, planetary, and galactic studies
30. Population-level Hypothesis Testing with Rocky Planet Emission Data: A Tentative Trend in the Brightness Temperatures of M-Earths
    2024/12/09 by Brandon Park Coy, Coy, Brandon Park, Jegug Ih +25 · 1 voice · 3 citations
    #astro-ph.EP
31. Guiding Data Collection via Factored Scaling Curves
    2025/05/12 by Zha, Lihan, Badithela, Apurva, Zhang, Michael +7 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
32. Outflowing helium from a mature mini-Neptune
    2023/08/03 by Zhang, Michael, Dai, Fei, Bean, Jacob L. +2 · 1 citation
    #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences
33. MobilityGPT: Enhanced Human Mobility Modeling with a GPT model
    2024/02/05 by Ammar Haydari, Dongjie Chen, Haydari, Ammar +5 · 1 citation
    Social Sciences · Computer Science · Engineering · #Human Mobility and Location-Based Analysis #Opportunistic and Delay-Tolerant Networks #Traffic Prediction and Management Techniques
34. Identifying and Fitting Eclipse Maps of Exoplanets with Cross-Validation
    2024/05/31 by Hammond, Mark, Lewis, Neil T., Boone, Sasha +10 · 1 citation
    #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)
35. An anisotropic traffic flow model with look-ahead effect for mixed autonomy traffic
    2024/07/30 by Hui, Shouwei, Zhang, Michael · 1 citation
    #Analysis of PDEs (math.AP) #FOS: Electrical engineering #FOS: Mathematics #Systems and Control (eess.SY) #electronic engineering #information engineering
36. Characterising the Atmosphere of 55 Cancri e: 1D Forward Model Grid for Current and Future JWST Observations
    2025/03/20 by Zilinskas, Mantas, van Buchem, Christiaan, Zieba, Sebastian +9 · 1 citation
    #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM)