Computer Science » Computer Science News /fac/sci/dcs/news/ The latest from Computer Science » Computer Science News en-GB (C) 2026 神马福利影片 Mon, 01 Jun 2026 12:47:07 GMT http://blogs.law.harvard.edu/tech/rss SiteBuilder2, 神马福利影片, http://go.warwick.ac.uk/sitebuilder AI & ML Systems 神马福利影片 Applied Computing Artificial Intelligence and Human-Centred Computing Biomedical Data Analytics Conferences Courses CS Education Research Data Science Systems and Security Faculty of Science Foundations of AI & ML Grants Highlight Jobs and studentships Outreach People Research Seminars Systems and Security Teaching Theory and Foundations TIA Undergraduate Warwick Quantum Untagged Latest academic promotion /fac/sci/dcs/news/?newsItem=8ac672c69e812825019e833828d10c60 <div class="news-thumbnail" style="float: left; margin-right: 10px; margin-bottom: 5px;"><img class="thumbnail" width="100" height="100" src="/sitebuilder2/file/fac/sci/dcs/news?sbrPage=%2Ffac%2Fsci%2Fdcs%2Fnews&newsItem=8ac672c69e812825019e833828d10c60" alt="image"></div><p>We are pleased to announce that <a href="https://www.dcs.warwick.ac.uk/~u1671158/">Dr Sayan Bhattacharya</a> has been promoted to Professor, effective 1st June 2026.</p> <p>Many congratulations to Sayan on this well-earned success!</p> People Highlight Mon, 01 Jun 2026 12:50:00 GMT 8ac672c69e812825019e833828d10c60 Cloning vs Learning in Quantum Computing /fac/sci/dcs/news/?newsItem=8ac672c59df619b8019e017b58fc2206 <div class="news-thumbnail" style="float: left; margin-right: 10px; margin-bottom: 5px;"><img class="thumbnail" width="100" height="100" src="/sitebuilder2/file/fac/sci/dcs/news?sbrPage=%2Ffac%2Fsci%2Fdcs%2Fnews&newsItem=8ac672c59df619b8019e017b58fc2206" alt="image"></div><div class="OutlineElement Ltr SCXW216846946 BCX2" style="direction: ltr;"> <p class="Paragraph SCXW216846946 BCX2"><a href="https://arxiv.org/abs/2604.15269">In a recent work</a><span data-contrast="auto" class="TextRun SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2">, Warwick DCS researchers <a href="/fac/sci/dcs/people/u5664039/">Nikhil Bansal</a> </span></span><span data-contrast="auto" class="TextRun SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2">and <a href="https://sites.google.com/view/matthiasccaro">Matthias C. Caro</a>,</span></span><span data-contrast="auto" class="TextRun SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2"> together with <a href="https://gomahajan.github.io/">Gaurav Mahajan</a></span></span><span data-contrast="auto" class="TextRun SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2"> (Yale University), explored a fundamental question that lies at the intersection of foundations of quantum theory and computer science.</span></span><span class="EOP Selected SCXW216846946 BCX2" data-ccp-props="{}">&nbsp;</span></p> <p class="Paragraph SCXW216846946 BCX2"><span data-contrast="auto" class="TextRun SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2">The No-Cloning theorem says that it is impossible to perfectly clone quantum states.</span><span class="NormalTextRun SCXW216846946 BCX2"> </span><span class="NormalTextRun SCXW216846946 BCX2">Even if we allow for approximate errors, quantum cloning of unstructured states </span><span class="NormalTextRun SCXW216846946 BCX2">remains</span><span class="NormalTextRun SCXW216846946 BCX2"> as expensive as </span><span class="NormalTextRun SCXW216846946 BCX2">fully characterising </span><span class="NormalTextRun SCXW216846946 BCX2">them</span><span class="NormalTextRun SCXW216846946 BCX2">, <a href="https://doi.org/10.1103/PhysRevA.58.1827">as shown by R.F. Werner in 1998</a></span></span><span data-contrast="auto" class="TextRun SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2">. In contrast</span><span class="NormalTextRun SCXW216846946 BCX2">, for reasons akin to No Free Lunch Theorems in machine learning</span><span class="NormalTextRun SCXW216846946 BCX2">,</span><span class="NormalTextRun SCXW216846946 BCX2"> modern quantum learning theory considers structured classes of states and exploits </span><span class="NormalTextRun SCXW216846946 BCX2">th</span><span class="NormalTextRun SCXW216846946 BCX2">eir </span><span class="NormalTextRun SCXW216846946 BCX2">structure</span><span class="NormalTextRun SCXW216846946 BCX2"> to learn them efficiently. This naturally leads to the question of whether cloning can be easier than learning for these structured classes of states.</span></span><span class="EOP Selected SCXW216846946 BCX2" data-ccp-props="{}">&nbsp;</span></p> <div class="OutlineElement Ltr SCXW216846946 BCX2" style="direction: ltr;"> <p class="Paragraph SCXW216846946 BCX2"><span data-contrast="auto" class="TextRun SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2">In the new work, this question is answered negatively for stabilizer states</span><span class="NormalTextRun SCXW216846946 BCX2">. The authors proved that imposing </span><span class="NormalTextRun SCXW216846946 BCX2">this </span><span class="NormalTextRun SCXW216846946 BCX2">structural restriction</span><span class="NormalTextRun SCXW216846946 BCX2"> does</span><span class="NormalTextRun SCXW216846946 BCX2"> not</span><span class="NormalTextRun SCXW216846946 BCX2"> </span><span class="NormalTextRun SCXW216846946 BCX2">separat</span><span class="NormalTextRun SCXW216846946 BCX2">e</span><span class="NormalTextRun SCXW216846946 BCX2"> cloning and learning. The authors prove this via a novel connection to <a href="https://proceedings.mlr.press/v119/axelrod20a.html">sample amplification</a></span></span><a class="Hyperlink SCXW216846946 BCX2" style="text-decoration: none; color: inherit;" href="https://proceedings.mlr.press/v119/axelrod20a.html" target="_blank" rel="noreferrer noopener"><span data-contrast="none" class="TextRun Underlined SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2" data-ccp-charstyle="Hyperlink"></span></span></a><span data-contrast="auto" class="TextRun SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2">, which was recently introduced to the learning theory literature by B</span><span class="NormalTextRun SCXW216846946 BCX2">.</span><span class="NormalTextRun SCXW216846946 BCX2"> </span><span class="NormalTextRun SCXW216846946 BCX2">Axelrod, S. Garg, V. Sharan, and G. Valiant</span><span class="NormalTextRun SCXW216846946 BCX2">. The work constitutes concrete progress towards understanding whether </span></span><span data-contrast="auto" class="TextRun SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2">cloning and learning </span><span class="NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW216846946 BCX2">are fundamentally equally hard</span><span class="NormalTextRun SCXW216846946 BCX2">. </span></span></p> <p class="Paragraph SCXW216846946 BCX2"><span data-contrast="auto" class="TextRun SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2"></span></span></p> </div> <div class="OutlineElement Ltr SCXW216846946 BCX2" style="direction: ltr;"> <p class="Paragraph SCXW216846946 BCX2"><span data-contrast="auto" class="TextRun SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2">This work was presented at <a href="https://qctipconf.github.io/">QCTiP</a> </span></span><a class="Hyperlink SCXW216846946 BCX2" style="text-decoration: none; color: inherit;" href="https://qctipconf.github.io/" target="_blank" rel="noreferrer noopener"><span data-contrast="none" class="TextRun Underlined SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2" data-ccp-charstyle="Hyperlink"></span></span></a><span data-contrast="auto" class="TextRun SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2">in April 2026, </span><span class="NormalTextRun SCXW216846946 BCX2">an</span><span class="NormalTextRun SCXW216846946 BCX2">d</span><span class="NormalTextRun SCXW216846946 BCX2"> it will be presented at <a href="https://learningtheory.org/colt2026/">COLT</a> </span></span><span data-contrast="auto" class="TextRun SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2">in June</span><span class="NormalTextRun SCXW216846946 BCX2">/July</span><span class="NormalTextRun SCXW216846946 BCX2"> 2026 and at <a href="https://tqc-conference.org/2026/">TQC</a> </span></span><span data-contrast="auto" class="TextRun SCXW216846946 BCX2"><span class="NormalTextRun SCXW216846946 BCX2">in September 2026.</span></span><span class="EOP Selected SCXW216846946 BCX2" data-ccp-props="{}">&nbsp;</span></p> </div> <p class="Paragraph SCXW216846946 BCX2"></p> </div> Highlight Theory and Foundations Foundations of AI & ML Warwick Quantum Thu, 07 May 2026 08:08:00 GMT 8ac672c59df619b8019e017b58fc2206 Academic Recognised for Professional Excellence /fac/sci/dcs/news/?newsItem=8ac672c79d1fb52a019d20256e7603df <div class="news-thumbnail" style="float: left; margin-right: 10px; margin-bottom: 5px;"><img class="thumbnail" width="100" height="100" src="/sitebuilder2/file/fac/sci/dcs/news?sbrPage=%2Ffac%2Fsci%2Fdcs%2Fnews&newsItem=8ac672c79d1fb52a019d20256e7603df" alt="image"></div><p>Our colleague <a href="/fac/sci/dcs/people/claire_rocks/">Dr Claire Rocks</a> achieved Senior Fellow (SFHEA) status through the dialogic route of Warwick’s Academic and Professional Pathway for Experienced Staff (APP EXP) programme. Her application was recognised by assessors as one of the strongest D3 submissions they had reviewed, demonstrating a sustained and significant record of educational leadership that extends well beyond her own teaching.<br /><br />Claire’s work focuses on leading and influencing inclusive, evidence-informed approaches to assessment and curriculum design. She has played a central role in shaping teaching quality and learning culture across departmental, institutional, and sector contexts, including leading Warwick’s strand of the Inclusive Assessment in STEM project and contributing to institutional strategy through curriculum development and quality assurance processes.</p> <p>Within the department, Claire has introduced collaborative structures such as module huddles and supported colleagues and students to work together to enhance clarity, consistency, and inclusivity in assessment practice. She has also strengthened pedagogic scholarship through establishing the Computer Science Education Research Group.</p> <p>The panel particularly commended the scale, depth, and impact of Claire’s leadership, noting that elements of her work are already operating at a level associated with Principal Fellowship.</p> <p>Many congratulations to Claire on this achievement and her continued commitment to advancing inclusive, high-quality teaching and learning!</p> People Highlight Teaching CS Education Research Tue, 24 Mar 2026 14:02:00 GMT 8ac672c79d1fb52a019d20256e7603df Why chronic pain leads to depression for some but not others /fac/sci/dcs/news/?newsItem=8ac672c49d006520019d0d8fc9632696 <p>New research from the 神马福利影片 and Fudan University identifies the hippocampus as a key brain system shaping emotional resilience to long-term pain.</p> Fri, 20 Mar 2026 23:23:40 GMT 8ac672c49d006520019d0d8fc9632696 Information Asymmetry and Cryptography /fac/sci/dcs/news/?newsItem=8ac672c59c69c467019c6aed122901a4 <p><br />In a recent work, visiting undergraduate student Yahel Manor and Warwick DCS researchers <a href="https://jinqiaohu.github.io/">Jinqiao Hu</a> and <a href="https://www.dcs.warwick.ac.uk/~igorcarb/">Igor Oliveira</a> addressed a fundamental question relevant to the security of cryptographic protocols.</p> <p>The <em>symmetry of information</em> principle says that the amount of information that a sequence <b>x</b> of bits reveals about another sequence <b>y</b> is essentially the same in either direction. This is known to hold in an idealised world where computations can take an arbitrarily long time, as demonstrated by A. Kolmogorov and L. Levin in the 1970s. In contrast, modern cryptography is built around deliberate asymmetry&mdash;for example, functions of the form <b>y = f(x)</b> that are easy to compute but hard to invert (<em>one-way functions</em>).</p> <p>The new work shows that, once one moves from the idealised setting of time-unbounded computations to the more realistic world of efficient, randomised computations (algorithms that must run quickly and may use randomness), this symmetry can fail in a strong and unconditional way. In other words, <em>computational constraints</em> can yield <em>information asymmetry</em>. In practical terms, this supports the intuition that information may not be extracted efficiently: knowing <b>y = f(x)</b> may not make <b>x</b> efficiently recoverable to the extent that an (ineffective) symmetry principle would suggest, even when <b>x</b> and <b>y</b> are closely related.</p> <p>Earlier work formally tied an average-case form of this symmetry failure to the existence of one-way functions, the central primitive in cryptography. By proving new failures of symmetry of information, the authors provide concrete progress towards the computational asymmetry that underpins encryption, digital signatures, and many other cryptographic protocols.<br /><br />This work will be presented at the 58th Annual ACM Symposium on Theory of Computing (STOC) in June 2026 in Salt Lake City, Utah, USA.</p> <p><strong>Failure of Symmetry of Information for Randomised Computations<br /></strong>Jinqiao Hu (神马福利影片); Yahel Manor (University of Haifa); Igor C. Oliveira (神马福利影片)</p> <p><br />The paper describing this research is available <a href="https://eccc.weizmann.ac.il/report/2026/021/">here</a>.<br /><br /></p> <div class="boxstyle_ box1"> <p><img src="/fac/sci/dcs/news/jinqiaohu.jpg?maxWidth=278&amp;maxHeight=278" alt="Jinqiao Hu" border="0" />&nbsp;</p> <p><a href="https://jinqiaohu.github.io/">Jinqiao Hu</a>, PhD student in the Department of Computer Science at the 神马福利影片, and co-author of the new result.</p> </div> Highlight Research Theory and Foundations Systems and Security Tue, 17 Feb 2026 09:27:00 GMT 8ac672c59c69c467019c6aed122901a4 Warwick Computer Science Celebrates Athena Swan Silver Award /fac/sci/dcs/news/?newsItem=8ac672c69c5163c5019c590558521ec7 <div class="news-thumbnail" style="float: left; margin-right: 10px; margin-bottom: 5px;"><img class="thumbnail" width="100" height="100" src="/sitebuilder2/file/fac/sci/dcs/news?sbrPage=%2Ffac%2Fsci%2Fdcs%2Fnews&newsItem=8ac672c69c5163c5019c590558521ec7" alt="image"></div><p>The Department of Computer Science is delighted to announce that it has been awarded the <strong>Athena Swan Silver Award</strong>, recognising our commitment to advancing gender equality for staff and students.</p> <p>Athena Swan is a UK-wide framework to improve gender equality in higher education. A Silver Award is given to departments that can demonstrate evidence of meaningful progress and impact over a 5-year period &ndash; and with a clear and ambitious plan for future action.</p> <p>In their review, the assessment panel described our submission as &quot;a strong Silver application which addresses all criteria very well.&quot;</p> People Highlight Mon, 16 Feb 2026 12:00:00 GMT 8ac672c69c5163c5019c590558521ec7 Martin Costa successfully defends his PhD thesis /fac/sci/dcs/news/?newsItem=8ac672c59c51675d019c61805d6547f8 <div class="news-thumbnail" style="float: left; margin-right: 10px; margin-bottom: 5px;"><img class="thumbnail" width="100" height="100" src="/sitebuilder2/file/fac/sci/dcs/news?sbrPage=%2Ffac%2Fsci%2Fdcs%2Fnews&newsItem=8ac672c59c51675d019c61805d6547f8" alt="image"></div><p>Many congratulations to <a href="https://www.martincosta.co.uk">Martin Costa</a> for passing his PhD viva, with <a href="/fac/sci/dcs/people/long_tran-thanh/">Prof Long Tran-Thanh</a> (Warwick) and <a href="http://people.cs.bris.ac.uk/~konrad/">Dr Christian Konrad</a> (Bristol) as examiners. Martin has worked on two different fundamental topics in algorithms - clustering and edge coloring. His work on clustering led to a <a href="/fac/sci/dcs/news/?newsItem=8ac672c6932a119401932f2b12a03375" style="font-family: var(--w-sys-fontFamily); font-size: 1.6rem; background-color: #ffffff;">Google PhD fellowship</a>, and his work on edge coloring (the topic of his <a href="https://martin-costa.github.io/martincosta.com/files/PhD%20Thesis%20-%20Martin%20Costa.pdf">thesis</a>) led to a <a href="/fac/sci/dcs/news/?newsItem=8ac672c5977cf87e01977e413e57262d" style="font-family: var(--w-sys-fontFamily); font-size: 1.6rem; background-color: #ffffff;">best paper award at STOC</a>. During his PhD spanning 3 years, Martin published 7 papers in STOC/FOCS/SODA, 2 papers in ICML/NeurIPS, and 1 paper in ICALP. We wish him all the very best for the next stage of his career.</p> Research Theory and Foundations Sun, 15 Feb 2026 13:32:00 GMT 8ac672c59c51675d019c61805d6547f8 Postgraduate Prize Winners 2024/25 /fac/sci/dcs/news/?newsItem=8ac672c79b268b7e019b2d03c6461183 <p>Announcing our MSc Academic Prize Winners!</p> Wed, 21 Jan 2026 09:30:00 GMT 8ac672c79b268b7e019b2d03c6461183 Imran Khan joins the department as a Teaching Fellow /fac/sci/dcs/news/?newsItem=8ac672c59bb6a8c6019bc6d8277c2384 <div class="news-thumbnail" style="float: left; margin-right: 10px; margin-bottom: 5px;"><img class="thumbnail" width="100" height="100" src="/sitebuilder2/file/fac/sci/dcs/news?sbrPage=%2Ffac%2Fsci%2Fdcs%2Fnews&newsItem=8ac672c59bb6a8c6019bc6d8277c2384" alt="image"></div><p>We are pleased to announce that Dr Imran Khan has recently joined the Department of Computer Science as a Teaching Fellow. Although new to the department, Imran has engaged with Warwick before&mdash;first through a secondment during a previous postdoctoral position, and more recently as a Research Fellow in the Department of Psychology.</p> <p>Imran’s research focuses on embodied and enactive cognition within social systems, with particular interest in how and why emotions, social interactions, and relationships contribute to adaptive self‑organisation in biological systems. He primarily uses computational models to investigate these questions, aiming to draw insights from natural systems that may help inform the development of more adaptive artificial systems.</p> <p>Imran believes computer scientists bring a distinctive mode of thinking to complex problems and encourages students to apply computational approaches when exploring questions across diverse disciplines. He is also passionate about science communication and is committed to making complex ideas accessible to wider audiences through podcast hosting, educational workshops, summer schools, and other outreach activities.</p> <p>The department looks forward to the contributions Imran will bring in the months ahead. Colleagues and students are warmly invited to reach out to discuss research, teaching, outreach, or anything in between.</p> <p>We welcome him to the department.</p> People Highlight Fri, 16 Jan 2026 13:30:00 GMT 8ac672c59bb6a8c6019bc6d8277c2384 Warwick at 60 - DCS Celebrations /fac/sci/dcs/news/?newsItem=8ac672c69ab6676e019abb595c7d11c2 <p>The University was celebrating it's 60th Anniversary at the weekend. The Department of Computer Science showcased a range of projects and hosted alumni from 1978 - 2025.<br /><br /></p> Highlight 神马福利影片 Tue, 25 Nov 2025 16:00:00 GMT 8ac672c69ab6676e019abb595c7d11c2