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AIModelKit > Open-Source Models > Gemini Delivers Automated Feedback for Theoretical Computer Scientists at STOC 2026 Conference
Open-Source Models

Gemini Delivers Automated Feedback for Theoretical Computer Scientists at STOC 2026 Conference

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Last updated: December 15, 2025 6:00 pm
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Gemini Delivers Automated Feedback for Theoretical Computer Scientists at STOC 2026 Conference
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Acknowledgements: Recognizing Contributions in Research

In any significant research project, acknowledging the contributions of individuals and teams is paramount. It not only honors their hard work but also showcases the collaborative nature of innovation. In this article, we delve into the collective efforts behind a particular project, highlighting the leaders and contributors who made a difference.

Contents
  • Leadership and Guidance
  • Key Contributors
  • Engaging with Peer Feedback
    • Peer Review and Constructive Dialogue
  • The Deep Think Team’s Contributions
    • The Power of Teamwork
  • A Network of Innovators
    • Amplifying Knowledge Through Collaboration
  • The Broader Impact

Leadership and Guidance

At the helm of this project were Vincent Cohen-Addad, Rajesh Jayaram, Jon Schneider, and David Woodruff. Their leadership was instrumental in steering the project toward successful outcomes. Each leader brought a unique set of skills and perspectives, fostering an environment conducive to innovation and creativity. Their capacity to guide and inspire not only the core team but also the wider group of collaborators is commendable.

Key Contributors

Contributing to the project’s success were several individuals whose expertise was invaluable. Lalit Jain, Jieming Mao, and Vahab Mirrokni played pivotal roles, ensuring that the research maintained its focus and integrity. Their specialized knowledge provided critical insights that shaped the direction of the work. Such contributions exemplify the importance of collaboration in achieving complex research goals.

Engaging with Peer Feedback

An essential aspect of any research endeavor is the feedback received from peers. The project benefited significantly from the thoughtful critiques and suggestions of the STOC 2026 Program Committee chair, Artur Czumaj, along with numerous authors involved in the experiment. Individuals like Mohammad Taghi Hajiaghayi, Ravi Kumar, Yossi Matias, and Sergei Vassilvitskii provided invaluable insights that refined the project’s findings.

Peer Review and Constructive Dialogue

The engagement with seasoned professionals emphasizes the importance of constructive dialogue in research. The participatory discussions made it possible to explore various perspectives, ultimately enhancing the quality of the final output. Peer feedback is not just about critique; it’s a collaborative effort to elevate the body of work and ensure it meets rigorous academic standards.

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The Deep Think Team’s Contributions

Notably, the work was built upon the foundations laid by the Deep Think team. This dedicated group, comprising Garrett Bingham, Irene Cai, Heng-Tze Cheng, Yong Cheng, Kristen Chiafullo, and many others, represents a diverse assembly of talent. Their collective efforts were pivotal in laying the groundwork that supported the project’s ambitious goals.

The Power of Teamwork

The contributions of team members like Vincent Cohen-Addad, Paul Covington, Golnaz Ghiasi, and Chenjie Gu illustrated the power of teamwork in the context of research. Their diverse expertise, ranging from technical to analytical skills, enriched the research landscape. Such collaboration is a vital cog in the wheel of innovation, ensuring that projects can tackle multifaceted problems effectively.

A Network of Innovators

The impressive list of contributors extends to numerous other researchers, including Huan Gui, Ana Hosseini, Dawsen Hwang, Vihan Jain, Ragha Kotikalapudi, and more. Each individual brought unique insights, reflecting a broad spectrum of disciplines and experiences. This network of innovators illustrates how research is rarely a solo endeavor; rather, it’s a tapestry woven from the threads of numerous contributions.

Amplifying Knowledge Through Collaboration

The collective strength derived from this network highlights an essential truth: collaboration amplifies knowledge and innovation. By working together, the contributors not only enriched this specific project but also laid the groundwork for future explorations in their respective fields.

The Broader Impact

Ultimately, the collaborative efforts within this research project demonstrate how acknowledgment and gratitude can fuel future success. Recognizing the hard work of others fosters a culture of collaboration and respect in the academic community. As this project moves forward, the relationships forged and the knowledge exchanged will undoubtedly influence future research endeavors, promoting a cycle of continuous improvement and innovation.

This detailed appreciation of contributions highlights the integral role each individual played in the success of the endeavor. In recognizing these efforts, we celebrate the spirit of collaboration that drives impactful research forward.

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