Collusion-Resilient Hierarchical Secure Aggregation with Heterogeneous Security Constraints

Kavli Affiliate: Xiang Zhang | First 5 Authors: Zhou Li, Zhou Li, , , | Summary: Motivated by federated learning (FL), secure aggregation (SA) aims to securely compute, as efficiently as possible, the sum of a set of inputs distributed across many users. To understand the impact of network topology, hierarchical secure aggregation (HSA) investigated […]


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Dynamic convergence of autism disorder risk genes across neurodevelopment

Kavli Affiliate: Vikaas Sohal | Authors: Cesar P Canales, Stephanie A Lozano, Nicholas A Frost, Karol Cichewicz, Wellington Amaral, Nicolas Seban, Ethan Fenton, Ayanna Wade, Nickolas Chu, Emily Smith, Cory Ardekani, Samuel Frank, Jeffrey Bennett, Pierre Lavenex, Aspen Kopley-Smith, Darlene Rahbarian, Melisa Corea, Daniela Perla, Liam Davis, Jiyuan Zhu, Rebecca Ortiz, Paris Beauregard, Sarah Morse, […]


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The ALMA Survey of 70 $μ$m Dark High-mass Clumps in Early Stages (ASHES). XII. Unanchored Forked Stream in the Propagating Path of a Protostellar Outflow

Kavli Affiliate: Ke Wang | First 5 Authors: Shuting Lin, Shuting Lin, , , | Summary: Outflows are key indicators of ongoing star formation. We report the discovery of an unanchored forked stream within the propagating path of an extremely young protostellar outflow in the 70 $mu$m-dark clump G34.74-0.12, based on ALMA 1.3 mm observations […]


Continue.. The ALMA Survey of 70 $μ$m Dark High-mass Clumps in Early Stages (ASHES). XII. Unanchored Forked Stream in the Propagating Path of a Protostellar Outflow

Conch: Competitive Debate Analysis via Visualizing Clash Points and Hierarchical Strategies

Kavli Affiliate: Ran Wang | First 5 Authors: Qianhe Chen, Qianhe Chen, , , | Summary: In-depth analysis of competitive debates is essential for participants to develop argumentative skills and refine strategies, and further improve their debating performance. However, manual analysis of unstructured and unlabeled textual records of debating is time-consuming and ineffective, as it […]


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Notes on flat-space limit of holographic defect correlators in position space

Kavli Affiliate: Xinan Zhou | First 5 Authors: Qi Chen, Qi Chen, , , | Summary: We study the large AdS radius limit of correlation functions in holographic defect CFTs. For two-point functions of operators inserted away from the defect, we derive a position space formula relating a certain scaling limit of the correlators to […]


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Genetically encoded assembly recorder temporally resolves cellular histories in cellulo and in vivo

Kavli Affiliate: Dwight Bergles | Authors: Yuqing Yan, Jiaxi Lu, Zhe Li, Zuo-Han Zhao, Timothy F. Shay, Shunzhi Wang, Yaping Lei, Yimei Wang, Wei Chen, Patrick Parker, Hongru Yang, Aileen Qi, Yongzhi Sun, Dwight Bergles, David Baker and Dingchang Lin | Summary: Mapping cellular activity with high spatiotemporal precision in complex tissues is essential for […]


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A Rational Information Gathering Account of Infant Habituation

Kavli Affiliate: Marcelo Mattar | Authors: Gili Karni, Marcelo Mattar, Lauren Emberson and Nathaniel Douglass Daw | Summary: Gaze is one of the primary experimental measures for studying cognitive development, especially in preverbal infants. However, the field is only beginning to develop a principled explanatory framework for making sense of the various factors affecting gaze. […]


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Complementary cortical and thalamic contributions to cell-type-specific striatal activity dynamics during movement

Kavli Affiliate: Takaki Komiyama | Authors: Enida Gjoni, Ram Dyuthi Sristi, Haixin Liu, Shahar Dror, Xinlei Lin, Keelin O’Neil, Oscar M Arroyo, Sun Woo Hong, Hannah Kim, Jeffrey Liu, Sonja Blumenstock, Byungkook Lim, Gal Mishne and Takaki Komiyama | Summary: Coordinated motor behavior emerges from information flow across brain regions. How long-range inputs drive cell-type-specific […]


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Pak, a downstream gene of ecdysone signaling, determines left-right polarity in the Drosophila brain through neuronal cell chirality

Kavli Affiliate: Ann-Shyn Chiang | Authors: So Sakamura, Komomo Suyama, Akari Tsujita, Fu-yu Hsu, Atsushi Tamada, Tomoyuki Miyashita, Minoru Saitoe, Ann-Shyn Chiang, Mikiko Inaki and Kenji Matsuno | Summary: Left-right (LR) asymmetry is a conserved characteristic of the brain in various animals and is related to its higher-order functions. The Drosophila brain has an LR […]


Continue.. Pak, a downstream gene of ecdysone signaling, determines left-right polarity in the Drosophila brain through neuronal cell chirality

VLA-Mark: A cross modal watermark for large vision-language alignment model

Kavli Affiliate: Jia Liu | First 5 Authors: Shuliang Liu, Shuliang Liu, , , | Summary: Vision-language models demand watermarking solutions that protect intellectual property without compromising multimodal coherence. Existing text watermarking methods disrupt visual-textual alignment through biased token selection and static strategies, leaving semantic-critical concepts vulnerable. We propose VLA-Mark, a vision-aligned framework that embeds […]


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