141 citations · 190 across the 15 of their papers we have counts for
16 papers
Real-time Monitoring for the Next Core-Collapse Supernova in JUNO
Angel Abusleme, Thomas Adam, Shakeel Ahmad +623
The core-collapse supernova (CCSN) is considered one of the most energetic astrophysical events in the universe. The early and prompt detection of neutrinos before (pre-SN) and dur…
An Evolution Kernel Method for Graph Classification through Heat Diffusion Dynamics
Xue Liu, Dan Sun, Wei Wei +1
Autonomous individuals establish a structural complex system through pairwise connections and interactions. Notably, the evolution reflects the dynamic nature of each complex syste…
Contextual Bandits with Budgeted Information Reveal
Kyra Gan, Esmaeil Keyvanshokooh, Xueqing Liu +1
Contextual bandit algorithms are commonly used in digital health to recommend personalized treatments. However, to ensure the effectiveness of the treatments, patients are often re…
Implementation and performances of the IPbus protocol for the JUNO Large-PMT readout electronics
Riccardo Triozzi, Andrea Serafini, Marco Bellato +129
The Jiangmen Underground Neutrino Observatory (JUNO) is a large neutrino detector currently under construction in China. Thanks to the tight requirements on its optical and radio-p…
ANSEL Photobot: A Robot Event Photographer with Semantic Intelligence
Dmitriy Rivkin, Gregory Dudek, Nikhil Kakodkar +4
Our work examines the way in which large language models can be used for robotic planning and sampling, specifically the context of automated photographic documentation. Specifical…
Mass testing of the JUNO experiment 20-inch PMTs readout electronics
Alberto Coppi, Beatrice Jelmini, Marco Bellato +129
The Jiangmen Underground Neutrino Observatory (JUNO) is a multi-purpose, large size, liquid scintillator experiment under construction in China. JUNO will perform leading measureme…
Anonymous Pattern Molecular Fingerprint and its Applications on Property Identification
Xue Liu, Qian Cheng, Dan Sun +3
Molecular fingerprints are significant cheminformatics tools to map molecules into vectorial space according to their characteristics in diverse functional groups, atom sequences,…
A Counterfactual Collaborative Session-based Recommender System
Wenzhuo Song, Shoujin Wang, Yan Wang +3
Most session-based recommender systems (SBRSs) focus on extracting information from the observed items in the current session of a user to predict a next item, ignoring the causes…
Validation and integration tests of the JUNO 20-inch PMTs readout electronics
Vanessa Cerrone, Katharina von Sturm, Marco Bellato +127
The Jiangmen Underground Neutrino Observatory (JUNO) is a large neutrino detector currently under construction in China. JUNO will be able to study the neutrino mass ordering and t…
Metric Distribution to Vector: Constructing Data Representation via Broad-Scale Discrepancies
Xue Liu, Dan Sun, Xiaobo Cao +2
Graph embedding provides a feasible methodology to conduct pattern classification for graph-structured data by mapping each data into the vectorial space. Various pioneering works…
A Graph Data Augmentation Strategy with Entropy Preservation
Xue Liu, Dan Sun, Wei Wei
The Graph Convolutional Networks (GCN) proposed by Kipf and Welling is an effective model for semi-supervised learning, but faces the obstacle of over-smoothing, which will weaken…
Variational Nested Dropout
Yufei Cui, Yu Mao, Ziquan Liu +5
Nested dropout is a variant of dropout operation that is able to order network parameters or features based on the pre-defined importance during training. It has been explored for:…
Ultralow Threshold Polariton Condensate in a Monolayer Semiconductor Microcavity at Room Temperature
Jiaxin Zhao, Rui Su, Antonio Fieramosca +7
Atomically thin transition metal dichalcogenides possess valley dependent functionalities that are usually available only at crogenic temperatures, constrained by various valley de…
Reinforced Epidemic Control: Saving Both Lives and Economy
Sirui Song, Zefang Zong, Yong Li +2
Saving lives or economy is a dilemma for epidemic control in most cities while smart-tracing technology raises people's privacy concerns. In this paper, we propose a solution for t…
Representation Learning of Graphs Using Graph Convolutional Multilayer Networks Based on Motifs
Xing Li, Wei Wei, Xiangnan Feng +2
The graph structure is a commonly used data storage mode, and it turns out that the low-dimensional embedded representation of nodes in the graph is extremely useful in various typ…
Feature Statistics Guided Efficient Filter Pruning
Hang Li, Chen Ma, Wei Xu +1
Building compact convolutional neural networks (CNNs) with reliable performance is a critical but challenging task, especially when deploying them in real-world applications. As a…