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20122026
most citedLearning Imbalanced Datasets with Label-Distribution-Aware Margin Loss

226 citations

Showing 2025Show all

13 papers · 1 filter

quant-ph2025

Orthogonal frequency-division multiplexing for simultaneous gate operations on multiple qubits via a shared control line

Haruki Mitarai, Yukihiro Tadokoro, Hiroya Tanaka

The increasing number of qubits in quantum processors necessitates a corresponding increase in the number of control lines between the processor, which is typically operated at cry…

cs.LG2025

lm-Meter: Unveiling Runtime Inference Latency for On-Device Language Models

Haoxin Wang, Xiaolong Tu, Hongyu Ke +3

Large Language Models (LLMs) are increasingly integrated into everyday applications, but their prevalent cloud-based deployment raises growing concerns around data privacy and long…

quant-ph2025

Quantum algorithm for Electromagnetic Field Analysis

Hiroyuki Tezuka, Yuki Sato

Partial differential equations (PDEs) are central to computational electromagnetics (CEM) and photonic design, but classical solvers face high costs for large or complex structures…

cs.RO2025

SIMSplat: Language-Aligned 4D Gaussian Splatting for Driving Scenario Generation

Sung-Yeon Park, Adam Lee, Juanwu Lu +6

Driving scene manipulation using real-world sensor data has emerged as a promising alternative to traditional driving simulators. Despite advances in language control and neural sc…

cs.RO2025★ 1 cited

Vision-Proprioception Fusion with Mamba2 in End-to-End Reinforcement Learning for Motion Control

Xiaowen Tao, Yinuo Wang, Jinzhao Zhou

End-to-end reinforcement learning (RL) for motion control trains policies directly from sensor inputs to motor commands, enabling unified controllers for different robots and tasks…

cond-mat.mtrl-sci2025

Short-Range Order and LiTM Probability Maps for Disordered Rocksalt Cathodes

Tzu-chen Liu, Steven B. Torrisi, Chris Wolverton

Short-range order (SRO) in the cation-disordered state is a controlling factor influencing the probability of finding Li tetrahedron clusters in disordered rocksalt (DRX) cat…

cs.RO2025

GPU-Accelerated Barrier-Rate Guided MPPI Control for Tractor-Trailer Systems

Keyvan Majd, Hardik Parwana, Bardh Hoxha +3

Articulated vehicles such as tractor-trailers, yard trucks, and similar platforms must often reverse and maneuver in cluttered spaces where pedestrians are present. We present how…

cs.RO2025

LocoMamba: Vision-Driven Locomotion via End-to-End Deep Reinforcement Learning with Mamba

Yinuo Wang, Gavin Tao

We introduce LocoMamba, a vision-driven cross-modal DRL framework built on selective state-space models, specifically leveraging Mamba, that achieves near-linear-time sequence mode…

cond-mat.mtrl-sci2025★ 2 cited

Tailored ordering enables high-capacity cathode materials

Tzu-chen Liu, Adolfo Salgado-Casanova, So Yubuchi +7

Newly designed Li-ion battery cathode materials with high capacity and greater flexibility in chemical composition will be critical for the growing electric vehicles market. Cathod…

quant-ph2025

Joint Optimization of Electric Vehicle Routes and Charging Locations through Learning Charge Constraints Using QUBO Solvers

Akihisa Okada, Keisuke Otaki, Hiroaki Yoshida

Optimal routing problems of electric vehicles (EVs) have attracted much attention in recent years, and installation of charging stations is an important issue for EVs. Hence, we fo…

quant-ph2025

Multilevel Circuit Optimization in Quantum Compilers: A Case Study

Tamiya Onodera, Yuki Sato, Toshinari Itoko +1

In this paper, we explore multilevel circuit optimization (MLCO), where we deploy multiple gate sets and progressively lower the source circuit through the gate sets to the target…

cond-mat.mtrl-sci2025

Towards High-Voltage Cathodes for Zinc-Ion Batteries: Discovery Pipeline and Material Design Rules

Roberta Pascazio, Qian Chen, Haoming Howard Li +2

Efficient energy storage systems are crucial to address the intermittency of renewable energy sources. As multivalent batteries, Zn-ion batteries (ZIBs), while inherently low volta…

cs.NI2025★ 1 cited

Sensing-Based Beamformed Resource Allocation in Standalone Millimeter-Wave Vehicular Networks

Alessandro Traspadini, Anay Ajit Deshpande, Marco Giordani +3

In 3GPP New Radio (NR) Vehicle-to-Everything (V2X), the new standard for next-generation vehicular networks, vehicles can autonomously select sidelink resources for data transmissi…