Articles by Yunxin Liu

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Yunxin Liu

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218

Region-based Content Enhancement for Efficient Video Analytics at the Edge

24 July 2024 by Weijun Wang and others

Networking and Internet Architecture

NeedleBench: Can LLMs Do Retrieval and Reasoning in 1 Million Context Window?

16 July 2024 by Mo Li and others

Computation and Language

Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations

6 July 2024 by Fucheng Jia and others at

Microsoft Research

Artificial Intelligence

An efficient strategy to construct general machine learning potentials for high-entropy ceramics

18 June 2024 by Yiwen Liu and others

Materials Science

OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI

18 June 2024 by Zhen Huang and others

Computation and Language, Artificial Intelligence

Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification

18 June 2024 by Jintao Rong and others

Computer Vision and Pattern Recognition

HumanSplat: Generalizable Single-Image Human Gaussian Splatting with Structure Priors

18 June 2024 by Panwang Pan and others

Computer Vision and Pattern Recognition

A Video is Worth 256 Bases: Spatial-Temporal Expectation-Maximization Inversion for Zero-Shot Video Editing

18 June 2024 by Maomao Li and others

Computer Vision and Pattern Recognition

W-Net: A Facial Feature-Guided Face Super-Resolution Network

18 June 2024 by Hao Liu and others

Computer Vision and Pattern Recognition

Hybrid Beamforming Design for Near-Field ISAC with Modular XL-MIMO

18 June 2024 by Chunwei Meng and others at

Beijing University of Posts and Telecommunications

Signal Processing

IR2QSM: Quantitative Susceptibility Mapping via Deep Neural Networks with Iterative Reverse Concatenations and Recurrent Modules

18 June 2024 by Min Li and others

Image and Video Processing, Computer Vision and Pattern Recognition

Plug-and-Play Grounding of Reasoning in Multimodal Large Language Models

18 June 2024 by Jiaxing Chen and others

Computer Vision and Pattern Recognition, Computation and Language

GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting

18 June 2024 by Fan Zhou and others

Machine Learning, Artificial Intelligence

Edge Classification on Graphs: New Directions in Topological Imbalance

18 June 2024 by Xueqi Cheng and others

Machine Learning, Social and Information Networks

BadSampler: Harnessing the Power of Catastrophic Forgetting to Poison Byzantine-robust Federated Learning

18 June 2024 by Yi Liu and others

Cryptography and Security, Artificial Intelligence

Precision measurement of the Ξ^-_b baryon lifetime

17 June 2024 by Lhcb Collaboration and others

High Energy Physics

Statistical Principles for Platform Trials

17 June 2024 by Xinping Cui and others

Methodology

Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extraction

17 June 2024 by Shilong Li and others

Computation and Language, Artificial Intelligence

Some Bounds on the Energy of Graphs with Self-Loops regarding λ_{1} and λ_{n}

17 June 2024 by Minghua Li and Yue Liu

Combinatorics

Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments

17 June 2024 by Han Zhou and others at

University of Cambridge

Computation and Language, Artificial Intelligence

Self and Cross-Model Distillation for LLMs: Effective Methods for Refusal Pattern Alignment

17 June 2024 by Jie Li and others

Cryptography and Security, Computation and Language

From Pixels to Progress: Generating Road Network from Satellite Imagery for Socioeconomic Insights in Impoverished Areas

17 June 2024 by Yanxin Xi and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Balancing Performance and Cost for Two-Hop Cooperative Communications: Stackelberg Game and Distributed Multi-Agent Reinforcement Learning

17 June 2024 by Yuanzhe Geng and others

Systems and Control

Kurdyka-Łojasiewicz exponent via Hadamard parametrization

17 June 2024 by Wenqing Ouyang and others at

Hong Kong Polytechnic University

Optimization and Control

HSQCid: A Powerful Tool for Paving the Way to High-throughput Structural Dereplication of Natural Products Based on Fast NMR Experiments

17 June 2024 by Bin Yuan and others

Analytical Chemistry

VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers

17 June 2024 by Sanyuan Chen and others

Computation and Language, Sound

Eloquent: A More Robust Transmission Scheme for LLM Token Streaming

16 June 2024 by Hanchen Li and others at

University of Chicago

Networking and Internet Architecture, Machine Learning

Tilt stability of Ky-Fan κ-norm composite optimization

16 June 2024 by Yulan Liu and others

Optimization and Control

Near-Field Localization and Sensing with Large-Aperture Arrays: From Signal Modeling to Processing

16 June 2024 by Zhaolin Wang and others

Signal Processing

On the Existence of Weighted-cscK Metrics

16 June 2024 by Jiyuan Han and Yaxiong Liu

Differential Geometry, Analysis of PDEs

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