Karish Grover (✈️ICML’26)

141 posts

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Karish Grover (✈️ICML’26)

Karish Grover (✈️ICML’26)

@karishgrover

ML Ph.D. @CarnegieMellon • Visiting Researcher @Meta • Amazon & Meta AI Ph.D. Fellow • Prev. @amazon @Microsoft @LinkedIn

Menlo Park, CA Katılım Ekim 2021
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Karish Grover (✈️ICML’26)
Updated arXiv versions + detailed threads on each paper coming in the next few days. If you're at ICML and want to chat about geometric foundations for graphs and language, graph ML, or reasoning in generative models — DMs are open. See you in Seoul at #ICML2026!
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Karish Grover (✈️ICML’26)
📄[3/3] "DAG-MoE: From Simple Mixture to Structural Aggregation in Mixture-of-Experts" (led by Jiarui Feng, presented by me) w/ @AIatMeta Scaling MoE along a new axis — learning a DAG over expert outputs instead of a plain weighted sum. 🔗Paper: arxiv.org/pdf/2606.01062 🗓Wed Jul 8 · 5:00–6:45 PM · Hall A #107 #MoE #LLM
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Karish Grover (✈️ICML’26)
Thrilled to share that 3/3 of our papers were accepted to #ICML2026!🎉I'll be in Seoul from July 4–12, presenting these works with amazing collaborators from @Meta, @AmazonScience, & @CarnegieMellon. These papers span the geometry of natural language, control theory for graph self-supervision, and structural aggregation in Mixture-of-Experts. Poster details below — come say hi if you're at @icmlconf!🧵
Karish Grover (✈️ICML’26) tweet media
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Shrey Tiwari
Shrey Tiwari@shrey_twr·
Honored to be awarded the Hima and Jive Fellowship by CMU’s Software and Societal Systems Department. Grateful to my advisors, mentors, and peers for their support along the way! s3d.cmu.edu/news/2025/grad…
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Karish Grover (✈️ICML’26)
Karish Grover (✈️ICML’26)@karishgrover·
Honored to be named an Amazon AI Ph.D. Fellow (a.y. 2025–27) ✨ Grateful to my advisors at @mldcmu — Christos F. and Geoff G. — for their constant support. We’ll be working on geometric DL for graphs, in close collaboration with the researchers at @amazon. #AmazonAIFellowship
Carnegie Mellon University@CarnegieMellon

Ten CMU doctoral students pursuing AI research will receive support from @amazon through the company's new AI Ph.D. Fellowship Program. The researchers, from @SCSatCMU and @CMUEngineering, are tackling foundational challenges critical to AI innovation. cs.cmu.edu/news/2025/amaz…

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Karish Grover (✈️ICML’26)
Karish Grover (✈️ICML’26)@karishgrover·
Excited to be in Vancouver this week for #ICML2025!🌍✈️. Presenting our paper on curvature-based graph anomaly detection: 📍 East Exhibition Hall A-B E2900 📅 Tue, 15 July | 4:30 – 7:00 PM PDT 🔗 arxiv.org/abs/2502.08605 Drop by to chat about #geometricDL and #graphML! 🚀🧩
Karish Grover (✈️ICML’26)@karishgrover

New paper alert! 🚀📈 #ICML2025 @icmlconf Can graph curvature uncover hidden anomalies overlooked by traditional methods? 💡Introducing CurvGAD, a mixed-curvature graph autoencoder designed to detect curvature-based geometric anomalies. 🔗 arxiv.org/pdf/2502.08605 (1/9)

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Stephen Roller
Stephen Roller@stephenroller·
I once trained hyperbolic (Poincaré) networks with Riemannian SGD and HogWild. Your optimization stack does not scare me.
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Karish Grover (✈️ICML’26)
🔥 CurvGAD outperforms SOTA with lift of up to 6.5 in AUC scores for GAD, across 10 real-world datasets. 🎯 Works across both homophilic & heterophilic graphs, with complex topologies & varying curvature distributions. (8/9)
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