"Oracle-Guided Component-Based Program Synthesis" wins 2020 ICSE Most Influential Paper Award

The paper "Oracle-Guided Component-Based Program Synthesis," co-authored by alumnus Susmit Jha (M.S./Ph.D. '11), Sumit Gulwani (Ph.D. '05, advisor: George Necula), EECS Prof. Sanjit A. Seshia, and Ashish Tiwari--and part of Susmit Jha's Ph.D. dissertation advised by Sanjit Seshia--will receive the 2020 Most Influential Paper Award by the ACM/IEEE International Conference on Software Engineering (ICSE). ICSE is the premier conference on software engineering and this award recognizes the paper judged to have had the most influence on the theory or practice of software engineering during the 10 years since its original publication. The citation says, in part, that the paper: "...has made a significant impact in Software Engineering and beyond, inspiring subsequent work not only on program synthesis and learning, but also on automated program repair, controller synthesis, and interpretable artificial intelligence."

Using deep learning to expertly detect hemorrhages in brain scans

A computer algorithm co-developed by Vision Group alumnus Weicheng Kuo (Ph.D. '19), post doc Christian Hӓne, their advisor Prof. Jitendra Malik, and researchers at UCSF, bested two out of four expert radiologists at finding tiny brain hemorrhages in head scans, an advance that one day may help doctors treat patients with traumatic brain injuries, strokes and aneurysms.  The algorithm found some small abnormalities that the experts missed, noted their location within the brain, and classified them according to subtype.  The researchers used of a type of deep learning known as a fully convolutional neural network (FCN) to train the algorithm on a relatively small number of images that were packed with data.  Each small abnormality was manually delineated at the pixel level. The richness of this data — along with other steps that prevented the model from misinterpreting random variations, or “noise,” as meaningful — created an extremely accurate algorithm.

Berkeley EECS well represented at Tapia 2019

An outstanding group of students, faculty, staff, and alumni, represented Berkeley EECS at the 2019 ACM Richard Tapia Celebration of Diversity in Computing, which took place in San Diego in September.  Attendees included:  Profs. Dan Garcia and Armando Fox;  staff Audrey Sillers, Antoine Davis, and Sheila Humphreys; alumni Valerie Taylor (Ph.D. '91, advisor David Messerschmitt), Jeff Forbes (Ph.D. '02, advisor: Stuart Russell), Hakim Weatherspoon (Ph.D. '06, advisor: John Kubiatowicz), Colleen Lewis (EECS B.S. '05/CS M.S. '09), Jorge Ortiz (Ph.D. '13, advisor: David Culler), and Beth Trushkowsky (Ph.D. '14, advisor: Armando Fox); and a cadre of current graduate and undergraduate students.  Former EECS Prof. Jennifer Mankoff, who is now at the University of Washington, was a keynote speaker.

A Latinx Heritage Month profile of Dan Garcia

CS alumnus and Teaching Prof. Dan  Garcia (M.S. ' 95, Ph.D. '00, advisor: Brian Barsky) is the subject of a profile celebrating Latinx Heritage Month in the EECS department.  As a Nuyorican whose father was from Puerto Rico, Garcia "always coveted" his Hispanic heritage and actively explored as much of the Latinx culture as he could.  Known to "bring the flavor" to his students before finals, Garcia is particularly passionate about broadening the participation of underrepresented students in computing.

Celebrating Latinx Heritage Month with Armando Fox

CS Prof. and alumnus Armando Fox (Ph.D. '98, advisor: Eric Brewer) is the subject of a profile celebrating Latinx Heritage Month in the EECS community.  Fox is the child of Cuban refugees who taught him to "pave the road" for those who follow.  He was born in New York City and raised in a bilingual and bicultural household where he was cared for by grandparents who did not speak English.  Fox  is known for his engagement with both campus student groups and national professional organizations to promote and support Latinxs in computing.

Alvin Kao and Titan Yuan honored as Siebel Scholars

5th Year CS Master's students Alvin Kao (B.S. '19)  and Titan Yuan (B.S. '19) have been named to the Siebel Scholars Foundation’s 2020 class.  Kao is working on problems in the autonomous vehicle setting, like predicting the behavior of other agents and trajectory planning.  Yuan is working with the Swarm Lab on embedded software for some of the world’s tiniest wireless devices, so that they can be used as miniature temperature sensors and Bluetooth beacons.

professor edward lee

A snapshot of Edward Ashford Lee in celebration of Latinx Heritage Month

EECS Prof. Emeritus and alumnus Edward Lee (Ph.D. '86, advisor: David Messerschmitt) is the subject of a profile created as part of the EECS Latinx Heritage Month celebration.  Lee discusses some of his Puerto Rican ancestors, including poet/playwright Alejandro Tapia y Rivera, considered one of the fathers of Puerto Rican literature, and physician Bailey K. Ashford, a pioneer in the study of tropical diseases.  Lee shares some of his personal experiences as a member of the Latinx community and even quotes one of his grandfather's Spanglish limericks.

Feng Zhou helping NetEase find new life beyond games

CS alumnus Feng Zhou (Ph.D. '07, advisor: Eric Brewer) is the subject of a Bloomberg article titled "The U.S.-trained coder is helping NetEase find new life beyond games."  To help the company remain competitive, NetEase Youdao CEO Zhou is creating an all-in-one learning platform to tap the lucrative overlap between education and technology.  Addressing the pressure many Chinese families feel to prepare children for college entrance exams starting as early as Kindergarten, Zhou says courses can be taught through high-speed live-streaming, enabling smooth communication between teacher and student. Artificial intelligence-powered tutors can grade homework and use data to evaluate student test results.  “That’s what we have always been good at,” said Zhou. “Almost every industry in China has been transformed by the internet, but that’s not yet the case for education.”

Paper by Vasily Volkov and James Demmel wins SC19 Test of Time Award

A paper by alumnus Vasily Volkov (Ph.D. '16), now at Nvidia, and his advisor Prof. James Demmel has won the 2019 ACM/IEEE Supercomputing Conference (SC19) Test of Time Award.   The paper, "Benchmarking GPUs to Tune Dense Linear Algebra," which won the SC08 Best Student Paper Award when it was published, describes a first-of-its-kind vision of GPU architectures as a vector machine. The authors defined techniques to achieve greater efficiency and performance, detailing an optimization pattern that is found today in many high-performance GPU codes.  The paper has been cited almost a thousand times and has had a tremendous impact on the field.  The award, which recognizes an outstanding paper that has deeply influenced the HPC discipline, is one of the most prestigious in the SC conference series and will be presented at the 2019 International Conference for High Performance Computing, Networking, Storage, and Analysis in Colorado in November.

Sergey Levine, Francis Bach, and Pieter Abbeel are top 3 most prolific NeurIPS 2019 authors

Two EECS faculty and one alumnus are the authors with the most number of papers accepted to the upcoming 2019 Thirty-third Conference on Neural Information Processing Systems (NeurIPS), one of the most popular and influential AI conferences in the world.  CS Prof. Sergey Levine took the top spot with 12 papers, alumnus Francis Bach (Ph.D. '05, advisor: Michael Jordan) was the second most prolific contributor with 10 papers, and Prof. Pieter Abbeel placed third with nine.  Only one in five of the 6,743 papers submitted to the conference this year were accepted.  Registration to be one of the 8,000 attendees at  last year's NeurIPS (formerly NIPS) conference sold out in 12 minutes.  A lottery has been implemented for this year's conference, which will take place in December.