May 2024 - Gradstudents - mailman.cs.vt.edu

Jie Bu's Ph.D. defense [Feb 9 at 4 pm]
by Anuj Karpatne 02 Dec '24

02 Dec '24

Hello everyone, You are cordially invited to the final defense of PhD student Jie Bu on Thursday, Feb 9 at 4 pm. Zoom Link: https://virginiatech.zoom.us/j/5142223333 Title: Achieving More with Less: Learning Generalizable Neural Networks With Less Labeled Data and Computational Overheads Committee: Dr. Anuj Karpatne (advisor) Dr. Adrian Sandu Dr. Ismini Lourentzou Dr. Naren Ramakrishnan Dr. Anish Arora (from Ohio State University) Abstract: Recent advancements in deep learning have demonstrated its incredible ability to learn generalizable patterns and relationships automatically from data in a number of mainstream applications. However, the generalization power of deep learning methods largely comes at the costs of working with very large datasets and using highly compute-intensive models. Many applications cannot afford these costs needed to ensure generalizability of deep learning models. For instance, obtaining labeled data can be costly in scientific applications, and using large models may not be feasible in resource-constrained environments involving portable devices. This thesis aims to improve efficiency in machine learning by exploring different ways to learn generalizable neural networks that require less labeled data and computational resources. We demonstrate that using physics supervision in scientific problems can reduce the need for labeled data, thereby improving data efficiency without compromising model generalizability. Additionally, we investigate the potential of transfer learning powered by transformers in scientific applications as a promising direction for further improving data efficiency through domain adaptation. On the computational efficiency side, we present two efforts for increasing parameter efficiency of neural networks through novel architectures and structured network pruning. Thanks, -Anuj ------------------- Anuj Karpatne Assistant Professor Computer Science, Virginia Tech https://people.cs.vt.edu/karpatne/

2 6

[PhD Students] PhD positions on software security with the Systems Software Research Group
by Shaffer, Cliff 21 May '24

21 May '24

Applications are invited from PhD students for Graduate Research Assistantship positions with the Systems Software Research Group (ssrg.ece.vt.edu) on DARPA-funded projects on software security. The project goals include developing techniques and tools for reasoning about and mitigating security exploits in legacy software. Opportunities exist to investigate a broad set of topics including logic frameworks and program analysis techniques for reasoning about security exploits, verified decompilation, auto-generation of trustworthy security analysis tools, and automatic compartmentalization/sandboxing with provable security properties. Students with background and interest in systems research (broadly defined to include compilers, program/binary analysis, OS, hypervisors, etc) are particularly sought. Strong programming skills are a must. Contact Prof. Binoy Ravindran (binoy(a)vt.edu) with a resume. -- Dr. Cliff Shaffer Professor and Associate Department Head for Graduate Studies Department of Computer Science Phone: (540) 231-4354 Virginia Tech, Blacksburg, VA 24061 WWW: www.cs.vt.edu/~shaffer<http://www.cs.vt.edu/~shaffer>

1 0

[Blacksburg] Fw: CS Department Pickleball Tournament!!
by Shaffer, Cliff 21 May '24

21 May '24

-- Dr. Cliff Shaffer Professor and Associate Department Head for Graduate Studies Department of Computer Science Phone: (540) 231-4354 Virginia Tech, Blacksburg, VA 24061 WWW: www.cs.vt.edu/~shaffer<http://www.cs.vt.edu/~shaffer> ________________________________ From: Bburg-fac <bburg-fac-bounces(a)cs.vt.edu> on behalf of Zier, Debbie via Bburg-fac <bburg-fac(a)cs.vt.edu> Sent: Tuesday, May 21, 2024 11:00 AM To: bburg-fac(a)cs.vt.edu <bburg-fac(a)cs.vt.edu>; bburg-staff(a)cs.vt.edu <bburg-staff(a)cs.vt.edu> Subject: [Bburg-fac] CS Department Pickleball Tournament!! Good Morning All, Do you like to play Pickleball? We are looking for CS faculty, staff and students who are interested in participating in a Pickleball tournament this fall! All levels are welcome! Never played before? Don’t let that keep you away! If you are interested in participating, please submit the Interest Form<https://forms.office.com/Pages/ResponsePage.aspx?id=hGiVYK0Q-kCGPU8yweOjek4…> by Tuesday, May 28. If interest is high enough, we will be in touch with more information. The tentative date is Saturday, September 14. Please let know if you have any questions. Debbie _________________ Debbie Zier Executive Assistant and Office Manager Department of Computer Science (0106) 1180 Torgersen Hall 620 Drillfield Drive Blacksburg, VA 24061 540-231-1369 [cid:image001.jpg@01DAAB6D.5C4A5050]

1 0

Fw: Remote Access VPN Changes
by Coulson, Sara 21 May '24

21 May '24

FYI... Sara Coulson Director of Graduate Programs | Computer Science Torgersen 3210C 620 Drillfield Drive Blacksburg, VA 24061 scoulson1(a)vt.edu 540-231-0780 ________________________________ From: Bburg-fac <bburg-fac-bounces(a)cs.vt.edu> on behalf of Charles, Rich via Bburg-fac <bburg-fac(a)cs.vt.edu> Sent: Tuesday, May 21, 2024 7:54 AM To: CS Faculty <faculty(a)cs.vt.edu> Subject: [Bburg-fac] FW: Remote Access VPN Changes Hello everyone! Please see below. The upcoming changes to Remote Access will go into effect this Friday. Please share with any grad students who access systems remotely. rich From: Johnson, Kerry <kerryja(a)vt.edu> Sent: Monday, May 20, 2024 3:19 PM To: techsupport-g(a)vt.edu Subject: Remote Access VPN Changes The authentication process for Virginia Tech’s Remote Access Virtual Private Network (VPN) service is changing on May 24th at 5:00 a.m. EST. This change will improve the security of VPN authentication and create a login experience similar to other VT applications. After this date, the Remote Access VPN, also known as Ivanti Secure Access Client, will launch a new pop-up window during sign-in directing users to login.vt.edu. From there, the user will choose their Duo 2-Factor Authentication<https://4help.vt.edu/sp?id=kb_article&sysparm_article=KB0010700&sys_kb_id=0…> option. To use the Remote Access VPN’s new authentication process, users need to be on the latest version of Ivanti Secure Access Client. Instructions for downloading and updating Ivanti Secure Access client can be found here.<https://4help.vt.edu/sp?id=kb_article&sysparm_article=KB0012678> Further documentation on the Remote Access VPN’s new authentication process on different operating systems can be found below: * * * Windows<https://4help.vt.edu/sp?id=kb_article&sys_kb_id=6d51aadb1bb102d0098aea04604…> * * * * MacOS<https://4help.vt.edu/sp?id=kb_article&sysparm_article=KB0012672&sys_kb_id=1…> * * * * Linux<https://4help.vt.edu/sp?id=kb_article&sysparm_article=KB0012678&sys_kb_id=d…> * * * * Android/iOS<https://4help.vt.edu/sp?id=kb_article_view&sysparm_article=KB0010122&sys_kb…> * If you have any questions or concerns about this change, please contact 4Help online at www.4help.vt.edu<http://www.4help.vt.edu/> or by phone at 540-231-4357.

1 0

Postdoctoral position
by Gracanin, Denis 21 May '24

21 May '24

Dear All, VMI Research Laboratories (VMIRL) in collaboration with Virginia Military Institute (VMI), and Virginia Tech (VT), invites applications for a postdoctoral research position in the field of cybersecurity, with a focus on proactive defense mechanisms such as Moving-target defense, post-quantum technologies, IoT and virtualization concepts. This position is located at VMI in Lexington, VA and managed by VMIRL but includes significant interaction, access to resources and services, and cooperative projects with VT. Interested candidates should apply by submitting their curriculum vitae, a statement of research interests, and a list of references to Dr. Mohamed Azab @ azabmm(a)vmi.edu<mailto:azabmm@vmi.edu> with the subject title (Postdoctoral Research Associate). This postdoctoral research position is an excellent steppingstone to further academic opportunities and practical experience in a vibrant research community. Please circulate the attached postdoctoral position advertisement. Thanks, Denis Gracanin -- Denis Gracanin Department of Computer Science Virginia Tech 220 Gilbert Street, Room 3207 Blacksburg, VA 24061, USA Phone: (540) 231-2060

1 0

CS|Source Announcements and Opportunities: Apply to PAK BioSolutions Summer 2024 Internship!
by Shirkey, Claire 16 May '24

16 May '24

Good morning CS Students, If you are still looking for an internship for THIS SUMMER, then hurry and apply for the internship below: [cid:image001.png@01DAA776.38ABE5A0] PAK BioSolutions is seeking a full-time undergraduate summer intern for the summer of 2024. * Responsibilities o Summer project: web-tool refinement and expansion for client process-design. o Team presentation: the intern will present a powerpoint to the PAK team about their project at the end of the summer. o Shadowing: the intern will spend one day shadowing in each department during the summer. * Requirements o Enrolled as a full-time undergraduate student at an accredited University o Working towards a bachelor's degree in chemical engineering, bioengineering, or related field o Minimum GPA 3.5 o Excellent communication skills, both written and verbal o Programming experience with html and JavaScript o Research laboratory experience preferred * Details o Full-Time Monday to Friday at our Vienna, VA office o Work-from-home available on Fridays o Lunch provided on Tuesdays o June 3-August 8, 2024 o $25/hr * APPLY o Please submit CV and 1 page letter of interest to contact(a)pakbiosolutions.com<mailto:contact@pakbiosolutions.com> o Decisions will be made by May 31, 2024

1 0

CS|Source: Announcements and Opportunities | Wednesday, May 15, 2024
by Shirkey, Claire 15 May '24

15 May '24

[cid:image001.png@01DAA6C5.A5A011B0] Congratulations CS Graduates! Congratulations, Computer Science graduates! We are incredibly proud of how far you have come on this journey. Your dedication, hard work, and passion for technology have brought you to this significant milestone. As you step into the next chapter of your life, remember that the skills and knowledge you've acquired will serve as powerful tools to shape the future. Embrace the challenges ahead with confidence, knowing that you are well-equipped to make a difference in the world. Here's to your success and the bright future that awaits you! Save the Date: September 9, 2024 Mark your calendars for the fall Computer Science career fair scheduled for September 9, 2024. We hope to see you there! All Computer Science Students: Job Hub Remember to post your resume to the CS JobHub<https://jobhub.cs.vt.edu/> in addition to Handshake! All CS|Source Members have access to your resumes once they are available on our JobHub site! For assistance with tech support, please contact Ben Stein (bbradner(a)vt.edu<mailto:bbradner@vt.edu>). [cid:image002.png@01DAA6C5.A5A011B0] Discover LM Virtual Series: August 5-8, 2024 Exciting news! We're bringing back the Discover LM virtual series due to the great feedback from students like you. This series is your chance to understand the recruiting process and engage with technical panelists from our team. Important info: * Dates: August 5th - 8th * Sessions: Two each day o Time 1: 12:00 pm EST o Time 2: 8:00 pm EST All majors welcome! Whether you're studying engineering, computer science, finance, business, or any related field, this event is for you. Spread the word among your peers using the attached flyer. Don't miss out on this opportunity to explore future career possibilities and gain valuable insights! HURRY TO APPLY NOW for ITSO Summer 2024! VT IT Security Office (ITSO) - Graduate Position VT IT Security Office (ITSO, https://security.vt.edu/) has wage-based opening(s) for CS master-level graduate students. In this position, you will support software development efforts in ITSO under the supervision of ITSO staff. Positions start from Summer 2024 and can extend into Fall 2024 and possibly Spring 2025. Eligible candidates must have: * a bachelor's degree in computer science; * prior full-time work experience in software development. If interested, please send your resume to Tingting Jiang at tvj(a)vt.edu.<mailto:tvj@vt.edu> We will contact you if there is a match. APPLY NOW for Full-Time Positions [cid:image003.png@01DAA6C5.A5A011B0] CS alumna, Dr. Selma Elouardighi, founded the start-up ClimeProof (https://climeproof.com/) and is currently building the start-up's founding team. She is looking for a Data Scientist who can... * Build databases * Build predictive models * Code * Retrieve and prepare data for analysis * Machine learning * AI * Cybersecurity (if not expert in then at least understand it enough to converse with an outside consultant) This person could be a student who will soon graduate or a PhD student close to the finish line, with enough time on their hands to assist with R&D and MVP development. For more information, please reach out to Dr. Elouardighi at selma.elouardighi(a)gmail.com<mailto:selma.elouardighi@gmail.com> [cid:image004.png@01DAA6C5.A5A011B0] NAVSEA is now seeking applicants for full-time Software Developers! Please see the attached flyer for more information. APPLY NOW for Summer 2025!! [cid:image005.png@01DAA6C5.A5A011B0] Discover the renowned D. E. Shaw Group, where innovation, risk management, and innovative technology converge. Join us for internships open to all academic backgrounds, fostering skill development, impactful projects, and insights into finance and technology. Embrace diversity, challenge complexity, and unleash your potential. Application Details: * Apply now for any Fundamental Research Analyst Intern<https://www.deshaw.com/recruit/internships/Oncampus/AY25GroupsJan24/FundRes…>, Propriety Trading Intern<https://www.deshaw.com/recruit/internships/Oncampus/AY25GroupsJan24/PropTra…>, D. E. Shaw Investment Management (DESIM) Intern<https://www.deshaw.com/recruit/internships/Oncampus/AY25GroupsJan24DESIMInt…>, and Strategy & Business Development (SBD) Intern<https://www.deshaw.com/recruit/internships/Oncampus/AY25GroupsJan24/SBDIntJ…> roles. * Applications for Business Operations, Systematic Investing, and Systems teams or our regional offices (London, Hong Kong, Singapore) open on May 29, 2024. Check out our Campus website<https://campus.deshaw.com/> for more info. * Second-year students: check out our fellowship programs<https://fellowships.deshaw.com/>. If interested, fill out this form<https://www.deshaw.com/forms/NEE1QzA3MDktNzdCNS00OEZBLUIzMDktNUYzQUVGNDg1Q0…>. For more info, watch this video<https://www.youtube.com/watch?v=Swxn1o_1Hrk>. * Already interviewing elsewhere or already accepted an offer for summer 2025? Share your timeline here<https://www.deshaw.com/forms/NEE1QzA3MDktNzdCNS00OEZBLUIzMDktNUYzQUVGNDg1Q0…>. [cid:image006.png@01DAA6C5.A5A011B0] Prepare for an immersive experience with Deutsche Bank TDI internship. Set goals, network, ask questions, and develop new skills. Benefit from mentorship, networking events, and on-the-job training to grow personally and professionally. Consider a Career at Duetsche Bank * Check out their Tech Talent opportunities<https://careers.db.com/students-graduates/technology/index?language_id=1> (Internships and Employment Positions) * To learn more about Deutsche Bank, click HERE<https://careers.db.com/inside-deutsche-bank/>. * Learn more about our Internship Programme<https://careers.db.com/students-graduates/internship-programme/> that will open in August. * If you are seeking full-time employment, please visit careers.db.com<https://careers.db.com/> Upcoming Events: * Unofficial Guide to Tech in Banking (virtual event): Wednesday June 12th, 2024. Further info will be sent out on this webinar once registration opens! [cid:image007.png@01DAA6C5.A5A011B0] Unlock opportunities with Bank of America's internship and full-time programs. Discover why we're a Great Place to Work, with insights on programs, event recaps, and upcoming events in our quarterly newsletter. Apply Now (opportunities in newsletter): * Summer 2025 applications are open! * Check out our upcoming virtual events!

1 0

[MS/PhD Students] GTA Applications for Fall 2024
by Shaffer, Cliff 13 May '24

13 May '24

This is a reminder for MS/PhD students who would like a GTA position for Fall to submit their application at the link shown on https://hosting.cs.vt.edu/gta/. Things to know: * We have no way to know that someone wants a GTA if they don't tell us. Just because we made an advance promise to fund doesn't mean that a given person still wants the GTA position this year. You have to submit the form EVERY SEMESTER that you want a GTA. This also lets people update their proficiencies and preferences, which tend to change over time. * Please don't submit the form more than once. * Please check with your advisor before applying to see if they plan to give you a GRA. It is fine if the advisor says they are not sure and to apply for the GTA to be safe. But we'd like to minimize how often we offer someone a GTA that they then turn down. So please check. * As soon as you know that you will be getting a GRA (or otherwise don't want a GTA that you submitted an application for), tell us! Send email to Dave McPherson. * MEng students should not apply. We won't fund you. If you apply, you waste your time and our time. -- Dr. Cliff Shaffer Professor and Associate Department Head for Graduate Studies Department of Computer Science Phone: (540) 231-4354 Virginia Tech, Blacksburg, VA 24061 WWW: www.cs.vt.edu/~shaffer<http://www.cs.vt.edu/~shaffer>

1 0

CS|Source: Announcements and Opportunities | Wednesday, May 8, 2024
by Shirkey, Claire 08 May '24

08 May '24

[cid:image001.png@01DAA068.39132590] Congratulations CS Graduates! Congratulations, Computer Science graduates! We are incredibly proud of how far you have come on this journey. Your dedication, hard work, and passion for technology have brought you to this significant milestone. As you step into the next chapter of your life, remember that the skills and knowledge you've acquired will serve as powerful tools to shape the future. Embrace the challenges ahead with confidence, knowing that you are well-equipped to make a difference in the world. Here's to your success and the bright future that awaits you! Save the Date: September 9, 2024 Mark your calendars for the fall Computer Science career fair scheduled for September 9, 2024. We hope to see you there! All Computer Science Students: Job Hub Remember to post your resume to the CS JobHub<https://jobhub.cs.vt.edu/> in addition to Handshake! All CS|Source Members have access to your resumes once they are available on our JobHub site! For assistance with tech support, please contact Ben Stein (bbradner(a)vt.edu<mailto:bbradner@vt.edu>). LAST CALL! NSA in Focus: You Take Care of the Nation, NSA Takes Care of You [cid:image002.png@01DAA068.39132590] Date: May 8, 2024 Time: 3:00pm ET Description: As part of the federal government, NSA offers outstanding health and retirement benefits, but that's not all. We're invested in you as a person, as evidenced by several programs dedicated to our employees' continual growth and advancement, wellness and flexible schedules designed to give you time for everything that's important to you. Join us to hear from our panel of employees. Registration Link: https://icag1.recsolu.com/app/collect/event/xrcgJzrY0-Ui3bKvNJkj6A/registra… Discover LM Virtual Series: August 5-8, 2024 [cid:image003.png@01DAA068.39132590] Exciting news! We're bringing back the Discover LM virtual series due to the great feedback from students like you. This series is your chance to understand the recruiting process and engage with technical panelists from our team. Important info: * Dates: August 5th - 8th * Sessions: Two each day o Time 1: 12:00 pm EST o Time 2: 8:00 pm EST All majors welcome! Whether you're studying engineering, computer science, finance, business, or any related field, this event is for you. Spread the word among your peers using the attached flyer. Don't miss out on this opportunity to explore future career possibilities and gain valuable insights! HURRY TO APPLY NOW for ITSO Summer 2024! VT IT Security Office (ITSO) - Graduate Position VT IT Security Office (ITSO, https://security.vt.edu/) has wage-based opening(s) for CS master-level graduate students. In this position, you will support software development efforts in ITSO under the supervision of ITSO staff. Positions start from Summer 2024 and can extend into Fall 2024 and possibly Spring 2025. Eligible candidates must have: * a bachelor's degree in computer science; * prior full-time work experience in software development. If interested, please send your resume to Tingting Jiang at tvj(a)vt.edu.<mailto:tvj@vt.edu> We will contact you if there is a match. APPLY NOW for Full-Time Position [cid:image004.png@01DAA068.39132590] NAVSEA is now seeking applicants for full-time Software Developers! Please see the attached flyer for more information. APPLY NOW for Summer 2025!! [cid:image005.png@01DAA068.39132590] Discover the renowned D. E. Shaw Group, where innovation, risk management, and innovative technology converge. Join us for internships open to all academic backgrounds, fostering skill development, impactful projects, and insights into finance and technology. Embrace diversity, challenge complexity, and unleash your potential. Application Details: * Apply now for any Fundamental Research Analyst Intern<https://www.deshaw.com/recruit/internships/Oncampus/AY25GroupsJan24/FundRes…>, Propriety Trading Intern<https://www.deshaw.com/recruit/internships/Oncampus/AY25GroupsJan24/PropTra…>, D. E. Shaw Investment Management (DESIM) Intern<https://www.deshaw.com/recruit/internships/Oncampus/AY25GroupsJan24DESIMInt…>, and Strategy & Business Development (SBD) Intern<https://www.deshaw.com/recruit/internships/Oncampus/AY25GroupsJan24/SBDIntJ…> roles. * Applications for Business Operations, Systematic Investing, and Systems teams or our regional offices (London, Hong Kong, Singapore) open on May 29, 2024. Check out our Campus website<https://campus.deshaw.com/> for more info. * Second-year students: check out our fellowship programs<https://fellowships.deshaw.com/>. If interested, fill out this form<https://www.deshaw.com/forms/NEE1QzA3MDktNzdCNS00OEZBLUIzMDktNUYzQUVGNDg1Q0…>. For more info, watch this video<https://www.youtube.com/watch?v=Swxn1o_1Hrk>. * Already interviewing elsewhere or already accepted an offer for summer 2025? Share your timeline here<https://www.deshaw.com/forms/NEE1QzA3MDktNzdCNS00OEZBLUIzMDktNUYzQUVGNDg1Q0…>. [cid:image006.png@01DAA068.39132590] Prepare for an immersive experience with Deutsche Bank TDI internship. Set goals, network, ask questions, and develop new skills. Benefit from mentorship, networking events, and on-the-job training to grow personally and professionally. Internship and Full-time Positions * Learn more about our Internship Programme<https://careers.db.com/students-graduates/internship-programme/> that will open in August. * If you are seeking full-time employment, please visit careers.db.com<https://careers.db.com/> Upcoming Events: * Unofficial Guide to Tech in Banking (virtual event): Wednesday June 12th, 2024. Further info will be sent out on this webinar once registration opens! [cid:image007.png@01DAA068.39132590] Unlock opportunities with Bank of America's internship and full-time programs. Discover why we're a Great Place to Work, with insights on programs, event recaps, and upcoming events in our quarterly newsletter. Apply Now (opportunities in newsletter): * Summer 2025 applications are open! * Check out our upcoming virtual events!

1 0

congratulations to CS graduates!
by Cal Ribbens 08 May '24

08 May '24

On behalf of the staff and faculty of the Department of Computer Science, I want to wish hearty congratulations to all who are completing graduate degrees this semester! - Blacksburg doctoral ceremony this morning - Blacksburg master's ceremony Saturday morning - Northern Virginia graduate ceremony Sunday afternoon We hope you will enjoy and celebrate this accomplishment, and we wish you all the best as you continue on to new adventures! Warm regards, Cal Ribbens -- Head, Department of Computer Science Virginia Tech

1 0