publications

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September 18, 2026

Guiding AI toward better protein design

QB3: UC Berkeley researchers led by Professor Jennifer Listgarten and Professor David Savage developed ProteinGuide, a method that uses experimental data to guide existing protein generative models toward desired properties without retraining them.

September 9, 2026

New AI model for DNA learns from evolution to unlock secrets of the human genome

Researchers at UC Berkeley have created a new genomic language AI model, called GPN-Star, that far outpaces its competitors at identifying the most important genetic variants that contribute to inherited traits, including those that lead to disease. It is also far more computationally efficient than larger models,…

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August 6, 2026

CACM features Max Willsey’s research on ‘egg’ program optimization library

The Communications of the ACM (CACM) has featured “egg: Fast and Extensible Equality Saturation” as a Research Highlight, showcasing work co-authored by CS Assistant Professor Max Willsey. Originally recognized with a Distinguished Paper Award at the Symposium on Principles of Programming Languages (POPL),…

July 6, 2026

Researchers electrically power nanophotonic lasers without disturbing light

“This breakthrough could help enable a new generation of compact and energy-efficient photonic technologies,” said principal investigator Boubacar Kanté, a professor of electrical engineering and computer sciences at UC Berkeley and a faculty scientist at Berkeley Lab. “More broadly, our approach, which I call orthogonal optoelectronics, enables…

January 29, 2026

Lensless imaging redefined  by information theory

Traditional cameras rely on bulky glass lenses to focus light into human-interpretable images. However, a new generation of “lensless” imagers is stripping away the glass, replacing it with thin optical masks and sophisticated algorithms. While these systems promise to make cameras thinner and more versatile, designing the…

August 27, 2025

EECS researchers develop a scalable quantum platform for high-speed communications

A team of researchers from UC Berkeley’s Department of Electrical Engineering and Computer Sciences (EECS) and Lawrence Berkeley National Laboratory’s Materials Sciences Division has made a significant leap toward building compact and scalable quantum networks. The work, published in Optica, details a new chip-based system that can control multiple…

Prof. Chang is presented the award plaque at the KDD conference.

August 13, 2025

Serina Chang wins ACM KDD Dissertation Award

CS Assistant Professor Serina Chang, who joined UC Berkeley EECS in July, has been honored with the ACM Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD) Dissertation Award for her thesis, “Computational Methods for Human Networks and High-Stakes Decisions.” Chang’s work sits at the intersection…

July 24, 2025

Qinghua Ding wins IEEE Jack Keil Wolf ISIT Student Paper Award

EECS Ph.D. student Qinghua Ding has been awarded the 2025 Jack Keil Wolf ISIT Student Paper Award at the IEEE International Symposium on Information Theory (ISIT). This prestigious award recognizes outstanding student-authored papers presented at ISIT, one of the premier conferences in information theory. Ding was selected for…