"We're all worried," as what it means to do research (in my field, Theoretical CS) seems to be shifting, and shifting fast. What to do? Senior researchers must lead by example, knowing that not everything will pan out. What I'm suggesting below may not work everywhere, but here's my own advice: 1/
Thatchaphol Saranurak
@eigx.bsky.social
Assistant Professor at the University of Michigan. I design fast graph algorithms in dynamic/distributed/local settings. https://sites.google.com/site/thsaranurak/
7/ Bottom line: If I were reviewing this for a top theory-of-CS conference, and the results bear out (as I expect them to), I would champion this for a Best Paper Award. (But I would also request a much more explanatory overview of the novel techniques in the intro...)
Wow, this is insightful. I also admire the way Sophie objectively self-criticizes her own work and her area.
I have been radicalized against my own work
3 recent major breakthroughs in algorithms and data structures: 1. Shortest path in almost linear time even for real negative weights arxiv.org/abs/2607.19346
Bellman-Ford in Almost-Linear Time
We consider the single-source shortest paths problem on a directed graph with real-valued (possibly negative) edge weights and solve this problem in $m^{1+o(1)}$ time.
arxiv.org
We show the first poly-time algorithm for *expander decomposition* that is optimal up to only a log^{o(1)}(n) factor. Known algorithms are worse than the optimal existential bound by at least a log^{0.5}n factor. Our approach is very different too. www.youtube.com/watch?v=70bL...
Expander Decomposition with Almost Optimal Overhead (short version)
YouTube video by Thatchaphol Saranurak
youtube.com
🚨📣 Clément Canonne and Sasha Rubin are organising a three-day event, "Sydney TCS Winter School 2026: Interactive Proofs and PCP Theorem" on July 22–24, 2026. Open to UG, Masters, and PhD students. Free attendance, but registration required! sites.google.com/view/sydney-...
Sydney TCS Winter School 2026
📅 July 22—24, 2026 🌏 Sydney (Australia)
sites.google.com
Good question! Let me try to explain; a short 🧵. Bipartite matching is one of the earliest nontrivial* problems with a poly-time algorithm. But that algorithm - augmenting paths - feels very sequential, hard to parallelize. * I mean something like: not obviously solved by O(1) nested loops 1/8
DIMACS is hosting not one, not two, but three workshops on fine-grained complexity next month, from July 20–31! Registration is free but required. To register, click each relevant workshop page on the DIMACS events page: dimacs.rutgers.edu/events/list Hope to see many of you there!
DIMACS :: List
dimacs.rutgers.edu
2/3 Workshops (dates + links): • Algebraic Techniques in FGC (July 20–22): dimacs.rutgers.edu/events/detai... • FGC of String Problems (July 23–25): dimacs.rutgers.edu/events/detai... • FGC of Graph Problems (July 27–31): dimacs.rutgers.edu/events/detai...
WACT 2026 in Copenhagen from Jun 2 to Jun 5 (started today!). Webpage: sites.google.com/view/wact202... YouTube channel: www.youtube.com/@WACT2026/pl...
I fully agree with this post by @gautamkamath.com on how preparing talks is one of the best ways to upgrade my own thinking. So, I certainly do not want to waste that opportunity by delegating it to AI. kamathematics.wordpress.com/2026/05/27/m...
Making a talk, without and with AI
Some of the discussion online has been about how not to use AI in making academic talks (see, e.g., this post by Jessica Hullman). A junior researcher asked my opinion on using AI to help make slid…
kamathematics.wordpress.com
The 2026 Presburger Award for Young Scientists goes to Vincent Cohen-Addad and @gautamkamath.com 🥳🎉 You can read the laudatio here:
Presburger Award 2026 – Laudatio
European Association for Theoretical Computer Science
eatcs.org
This is very nice recognition of Hal Gabow! Hal spent his whole career as faculty at CU Boulder, and his legacy looms large for us. (Hal retired in 2008, and I unfortunately have never gotten a chance to meet him.)
The ACM Transactions on Algos now has the Harold N. Gabow Annual Best Paper Award, for research contributions with lasting significance in algos. Hal Gabow, an amazing algos researcher, was founding editor of TALG, and helped establish this award. Thanks Hal! (Submit yr best papers to TALG!) 1/n
I poured my soul into building this course last fall: 📚 Graph Algorithms via Graph Decomposition 📚 Graph decomposition has been a powerful framework in graph algorithms for over 20 years, but the literature is scattered and technical. Thus, I tried to organize part of it into one coherent story.
1/3 Fine-Grained Complexity Fest at DIMACS this July! Three back-to-back workshops on Algebraic Techniques, String Algorithms, and Graph Algorithms in fine-grained complexity, with a terrific speaker lineup. Organized by @jalman.bsky.social , Elazar Goldenberg, and @eigx.bsky.social.
New SIGACT award expository work, created in memory of Luca Trevisan: "intended to promote and recognize high-impact work expositing ideas and results from the Theory of Computation." A wonderful initiative—consider nominating people! ⏰ Nomination deadline: April 10 sigact.org/prizes/trevi...
ACM SIGACT - Trevisan Award
sigact.org
Given AIs, I am still not sure how to teach algorithm classes today and in the future. This discussion is quite nice, though. www.youtube.com/watch?v=Vnz8...
Stanford AI Club: AI and the Future of Education
YouTube video by Stanford AI Club
youtube.com
It's first round interview season and the most useful thing I can recommend is to spend time on these: csfaculty.github.io
Interview Questions for Computer Science Faculty Jobs
Practice answering typical interview questions you might be asked during faculty job interviews in Computer Science
csfaculty.github.io
#FOCS2025 This is one of the best FOCS conferences I have attended.
I just gave a tutorial on Design Templates for Dynamic Graph Algorithms at IISc in Bangalore. The kindest words I received were "best tutorial I have listened to in the last 10 years." Hope it interests you. Video: www.youtube.com/live/L8ev24g... Slides: tinyurl.com/yetx3vxu
Frontiers of Graph Algorithms | Day 1 | 8th Dec 2025
YouTube video by CSAChannel IISc
youtube.com
The 2025 Chicago Junior Theorists Workshop is December 8-9, hosted jointly by Northwestern and TTIC. Monday Dec 8 will be at TTIC and Tuesday Dec 9 will be at Northwestern (in the SkAI/NITMB in the Hancock tower in downtown Chicago). Register in advance. theory.cs.northwestern.edu/2025/11/14/j...
Junior Theorists Workshop 2025 | Northwestern CS Theory Group
Synopsis: The Chicago Junior Theorists Workshop 2025 is being held jointly by Northwestern University and Toyota Technological Institute at Chicago on ...
theory.cs.northwestern.edu
The connection between distributed algorithms and descriptive set theory featured in Quanta: www.quantamagazine.org/a-new-bridge...
A New Bridge Links the Strange Math of Infinity to Computer Science | Quanta Magazine
Descriptive set theorists study the niche mathematics of infinity. Now, they’ve shown that their problems can be rewritten in the concrete language of algorithms.
quantamagazine.org
I used AI to create an easier-to-navigate schedule for SODA and SOSA 26 here: soda26.netlify.app The original one is hard to see the overview. meetings.siam.org/program.cfm?...
SODA/SOSA 2026 Schedule
soda26.netlify.app
This talk is really illuminating to me (especially around minute 7 to 11). Clearly, I intuitively know what understanding is, but his explanation makes it much more explicit and makes sense. youtu.be/6fvXWG9Auyg?...
What Is Understanding? – Geoffrey Hinton | IASEAI 2025
YouTube video by International Association for Safe & Ethical AI
youtu.be
Announcing the 7th Learning Theory Alliance mentoring workshop on November 20. Fully free & virtual! Theme: Harnessing AI for Research, Learning, and Communicating Ft @aaroth.bsky.social @andrejristeski.bsky.social @profericwong.bsky.social @ktalwar.bsky.social &more
Congratulations to Venkat Guruswami, new director of the Simons Institute for the Theory of Computing (@simonsinstitute.bsky.social)! And congrats to us, the Theoretical CS community, for having someone as good, dedicated, and wonderful as him at the helm of a place so important to us! #TCSSky
Nominate your final-year TCS PhD students or postdoc for the 2025 Chicago Junior Theorists Workshop (hosted by Northwestern and TTIC). theory.cs.northwestern.edu/2025/10/30/2...
2025 Chicago Junior Theorists Workshop (Call for Nominations) | Northwestern CS Theory Group
We seek nominations of outstanding final-year Ph.D. students and postdocs to attend and present their recent research at the 2025 Chicago Junior Theoris...
theory.cs.northwestern.edu
Can a max flow algorithm be both near-optimal and simple enough to teach? Last year, we showed that the classical and intuitive augmenting-path approach can indeed be almost optimal for dense graphs. arxiv.org/abs/2406.03648 But the result was not actually satisfying! 1/3
Maximum Flow by Augmenting Paths in $n^{2+o(1)}$ Time
We present a combinatorial algorithm for computing exact maximum flows in directed graphs with $n$ vertices and edge capacities from $\{1,\dots,U\}$ in $n^{2+o(1)}\log U$ time, which is almost optimal...
arxiv.org
📢 Our second TCS+ talk of the season will be Wednesday, Oct 22 (10amPT, 1pm ET, 19:00 CEST): Ian Mertz, from Charles University, will give guide us through "A Random Walk Down Full Memory Lane"! RSVP to receive the link (available one day prior to the talk): forms.gle/495UjiLmQkkD...
TCS+ RSVP: Ian Mertz (2025/22/08)
Title: A Random Walk Down Full Memory Lane
forms.gle