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<!DOCTYPE html>
<html lang="en">
<head>
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
<meta name="description" content="Adit Jain – Ph.D. student at Cornell ECE. Research in reinforcement learning, distributed optimization, stochastic games, and networks of LLMs.">
<title>Adit Jain – Cornell ECE</title>
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<div class="nav container">
<a class="brand" href="#">Adit Jain</a>
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<main id="main">
<section id="hero" class="section hero">
<h1 id='greeting'>Hi, I’m Adit Jain.</h1>
<p class="subhead">Ph.D. candidate at Cornell ECE. I study reinforcement learning, distributed optimization, and networks of LLMs.</p>
<div class="hero-ctas">
<a class="btn btn-primary" href="#publications-section">View publications</a>
<a class="btn" href="#blog-section">Read the blog</a>
</div>
</section>
<section id='intro' class="section">
<div id="intro-text">
I am a Ph.D. candidate at the School of Electrical and Computer Engineering at Cornell University, where I am advised by Prof. Vikram Krishnamurthy. I am expected to graduate in May 2026 and am looking for full time positions in industry.
<br>
I work on problems related to reinforcement learning (structured stochastic optimal control & bandits), distributed optimization and
game theory.
<br>
I like studying the applications of these problems in the context of large language models, especially improving their training and their networking.
<br>
This summer, I interned at the Machine Learning Research Group at Morgan Stanley, where I developed a mixture of tokens generation method to improve verifiable reinforcement learning in large language models.
<br>
In the summer of 2024, I interned at Adobe Research, where I worked on developing high dimensional sparse bandits algorithms for efficient data annotation, and proved regret bounds for the same. I applied this algorithm to improve the efficiency of supervised fine tuning of large language models.
<br>
Here's the link to my 2 page <a href="https://aditj.github.io/data/Adit_Jain_Resume.pdf">resume</a>. I did my Bachelor's at IIT Guwahati with a major in Electronics and Communication Engineering and a minor in Computer Science.
I love to read all kinds of <a
href="https://aditjain.notion.site/Library-8fec747c2ccb45adacd8cf4e46d4fcff?pvs=4">books</a>
, learn new topics and skills, discuss and debate, and play racquet sports like Badminton &
Squash.
<br>
</div>
<div id="profile-container">
<img id='profile' src="data/photo.jpg" alt="Adit Jain">
</div>
</section>
<section id="publications-section" class="section">
<h2>Publications</h2>
<div class="pubs-controls">
<input id="pubs-search" class="input" type="search" placeholder="Search titles…" aria-label="Search publications">
<div id="pubs-tags" class="chips" aria-label="Filter by topic"></div>
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<ul id="papers">
<li>
<a href="https://arxiv.org/abs/2504.14438">
<div class="badges">
<span class="pub-venue badge">arXiv preprint</span>
<span class="pub-tag badge">Networks of LLMs</span>
</div>
<div class="pub-title">Information Diffusion and Preferential Attachment in a Network of Large Language Models</div>
<div class="pub-authors">A Jain, V Krishnamurthy, Y Zhang</div>
</a>
<div class="pub-actions">
<a class="btn" href="https://arxiv.org/abs/2504.14438" target="_blank" rel="noopener">Paper</a>
</div>
</li>
<li>
<a href="https://arxiv.org/abs/2410.20041">
<div class="badges">
<span class="pub-venue badge">arXiv preprint</span>
<span class="pub-tag badge">Bandits</span>
</div>
<div class="pub-title">Blocked Sparse Linear Bandits</div>
</a>
<div class="pub-actions">
<a class="btn" href="https://arxiv.org/abs/2410.20041" target="_blank" rel="noopener">Paper</a>
</div>
</li>
<li>
<a href="https://ieeexplore.ieee.org/iel8/6287639/6514899/10870230.pdf">
<div class="badges">
<span class="pub-venue badge">IEEE Access 2025</span>
<span class="pub-tag badge">Networks of LLMs</span>
</div>
<div class="pub-title">Interacting Large Language Model Agents. Bayesian Social Learning Based Interpretable Models</div>
<div class="pub-authors">A Jain, V Krishnamurthy</div>
</a>
<div class="pub-actions">
<a class="btn" href="https://ieeexplore.ieee.org/iel8/6287639/6514899/10870230.pdf" target="_blank" rel="noopener">Paper</a>
</div>
</li>
<li>
<a href="https://arxiv.org/abs/2405.07417">
<div class="badges">
<span class="pub-venue badge">CDC 2024</span>
<span class="pub-tag badge">Networks of LLMs</span>
</div>
<div class="pub-title">Identifying Hate Speech Peddlers in Online Platforms. A Bayesian Social Learning Approach for LLM-Driven Decision-Makers</div>
<div class="pub-authors">A Jain, V Krishnamurthy</div>
</a>
<div class="pub-actions">
<a class="btn" href="https://arxiv.org/abs/2405.07417" target="_blank" rel="noopener">Paper</a>
</div>
</li>
<li>
<a href="https://www.aimsciences.org/article/doi/10.3934/naco.2024041">
<div class="badges">
<span class="pub-venue badge">NACO 2025</span>
<span class="pub-tag badge">Controlling Federated Learning</span>
</div>
<div class="pub-title">Controlling stochastic gradient descent using stochastic approximation for robust distributed optimization</div>
<div class="pub-authors">A Jain, V Krishnamurthy</div>
</a>
<div class="pub-actions">
<a class="btn" href="https://www.aimsciences.org/article/doi/10.3934/naco.2024041" target="_blank" rel="noopener">Paper</a>
</div>
</li>
<li>
<a href="https://ieeexplore.ieee.org/document/10540244">
<div class="badges">
<span class="pub-venue badge">IEEE Control System Letters 2024</span>
<span class="pub-tag badge">Controlling Federated Learning</span>
</div>
<div class="pub-title">Structured Reinforcement Learning for Incentivized Stochastic Covert Optimization</div>
<div class="pub-authors">A Jain, V Krishnamurthy</div>
</a>
<div class="pub-actions">
<a class="btn" href="https://ieeexplore.ieee.org/document/10540244" target="_blank" rel="noopener">Paper</a>
</div>
</li>
<li>
<a href="https://openreview.net/forum?id=g01OVahtN9">
<div class="badges">
<span class="pub-venue badge">TMLR 2024</span>
<span class="pub-tag badge">Controlling Federated Learning</span>
</div>
<div class="pub-title">Controlling Federated Learning for Covertness</div>
<div class="pub-authors">A Jain, V Krishnamurthy</div>
</a>
<div class="pub-actions">
<a class="btn" href="https://openreview.net/forum?id=g01OVahtN9" target="_blank" rel="noopener">Paper</a>
</div>
</li>
<li>
<a href="https://ieeexplore.ieee.org/document/10735797/">
<div class="badges">
<span class="pub-venue badge">Asilomar 2024</span>
<span class="pub-tag badge">Bandits</span>
</div>
<div class="pub-title">Bimodal Bandits: Max-Mean Regret Minimization</div>
<div class="pub-authors">A Jain, S Bhatt, V Krishnamurthy, A Koppel</div>
</a>
<div class="pub-actions">
<a class="btn" href="https://ieeexplore.ieee.org/document/10735797/" target="_blank" rel="noopener">Paper</a>
</div>
</li>
<li>
<a href="https://ieeexplore.ieee.org/abstract/document/10490091">
<div class="badges">
<span class="pub-venue badge">IEEE JSTSP 2024</span>
</div>
<div class="pub-title">Interpretable Deep Image Classification using Rationally Inattentive Utility Maximization</div>
<div class="pub-authors">K Pattanayak, V Krishnamurthy, A Jain</div>
</a>
<div class="pub-actions">
<a class="btn" href="https://ieeexplore.ieee.org/abstract/document/10490091" target="_blank" rel="noopener">Paper</a>
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<a href="https://ieeexplore.ieee.org/abstract/document/10570704">
<div class="badges">
<span class="pub-venue badge">IEEE WCNC 2024</span>
</div>
<div class="pub-title">Joint Antenna Selection and Beamforming for an IRS Aided IoT System</div>
<div class="pub-authors">A Jain, R Sarvendranath, S Kashyap</div>
</a>
<div class="pub-actions">
<a class="btn" href="https://ieeexplore.ieee.org/abstract/document/10570704" target="_blank" rel="noopener">Paper</a>
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<a href="https://ieeexplore.ieee.org/abstract/document/9806790">
<div class="badges">
<span class="pub-venue badge">NCC 2022</span>
</div>
<div class="pub-title">Low complexity passive beamforming algorithms for intelligent reflecting surfaces with discrete phase-shifts over OFDM systems</div>
<div class="pub-authors">A Jain, D Rahul, S Kashyap, R Sarvendranath</div>
</a>
<div class="pub-actions">
<a class="btn" href="https://ieeexplore.ieee.org/abstract/document/9806790" target="_blank" rel="noopener">Paper</a>
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</li>
</ul>
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</section>
<section id="decks-section" class="section">
<h2>Decks</h2>
<ul id="decks" class="hidden" aria-hidden="true">
<li><a href="/data/decks/StrategicRoadmap.pdf"> Strategic Roadmap for Ed-Tech in Tier 2/3 Towns</a></li>
<li><a href="/data/decks/interdeck.pdf"> Handicrafts under Blockchain Deck</a></li>
<li><a href="/data/decks/interreport.pdf"> Handicrafts under Blockchain Report</a></li>
<li><a href="/data/decks/Product Detailing Dyson Air Purifier.pdf">Product Analysis: Dyson Air Purifier</a>
</li>
<li><a href="/data/decks/Nexus Pitch.pdf"> Nexus Pitch Deck</a></li>
<li><a href="/data/decks/Open-Source Session.pdf"> Intro to Open Source</a></li>
</ul>
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