LL

Li-Jia Li

0000-0001-5850-7013

cs.CVcs.LGstat.MLcs.AIeess.IVcs.CLcs.CYartificial IntelligenceArtificial Intelligencecs.MM

On Valency

published · living versions

AMC: AutoML for Model Compression and Acceleration on Mobile Devices

with Yihui He, Ji Lin, Zhijian Liu, Hanrui Wang +1

1 version

W_udffzhjxv1 · current

Preprints & journals

29 papers in the corpus · 2014–2025

Symbolic Representation for Any-to-Any Generative Tasks

Jiaqi Chen, Xiaoye Zhu, Yue Wang et al.

2 citations

2504.17261v12025arXiv

Video-Bench: Human-Aligned Video Generation Benchmark

Hui Han, Siyuan Li, Jiaqi Chen et al.

10 citations

2504.04907v22025arXiv

A Scoping Review of Artificial Intelligence for Precision Nutrition.

Wu, Xizhi, Oniani, David, Shao, Zejia et al.

78 citations

400242752025Advances in nutrition (Bethesda, Md.). 2025;16(4):100398

Multimodal Generative AI and Foundation Models for Behavioural Health in Online Gambling

Konrad Samsel, Mohammad Noaeen, Neil Seeman et al.

1 citation

2503.03752v12025arXiv

Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI.

Abbasian, Mahyar, Khatibi, Elahe, Azimi, Iman et al.

211 citations

385536252026NPJ digital medicine. 2024;7(1):82

Non-inferiority of deep learning ischemic stroke segmentation on non-contrast CT within 16-hours compared to expert neuroradiologists.

Ostmeier, Sophie, Axelrod, Brian, Verhaaren, Benjamin F J et al.

14 citations

377521622023Scientific reports. 2023;13(1):16153

Affective Visual Dialog: A Large-Scale Benchmark for Emotional Reasoning Based on Visually Grounded Conversations

Kilichbek Haydarov, Xiaoqian Shen, Avinash Madasu et al.

5 citations

2308.16349v32023arXiv

USE-Evaluator: Performance metrics for medical image segmentation models supervised by uncertain, small or empty reference annotations in neuroimaging.

Ostmeier, Sophie, Axelrod, Brian, Isensee, Fabian et al.

35 citations

376729002025Medical image analysis. 2023;90:102927

ALBench: A Framework for Evaluating Active Learning in Object Detection

Zhanpeng Feng, Shiliang Zhang, Rinyoichi Takezoe et al.

3 citations

2207.13339v32022arXiv

YMIR: A Rapid Data-centric Development Platform for Vision Applications

Phoenix X. Huang, Wenze Hu, William Brendel et al.

2 citations

2111.10046v22021arXiv

Generative Modeling for Small-Data Object Detection

Lanlan Liu, Michael Muelly, Jia Deng et al.

75 citations

1910.07169v12019arXiv

Feature Partitioning for Efficient Multi-Task Architectures

Alejandro Newell, Lu Jiang, Chong Wang et al.

10 citations

1908.04339v12019arXiv

Focal Visual-Text Attention for Memex Question Answering.

Liang, Junwei, Jiang, Lu, Cao, Liangliang et al.

105 citations

306242122019IEEE transactions on pattern analysis and machine intelligence. 2019;41(8):1893-1908

Composing Text and Image for Image Retrieval - An Empirical Odyssey

Nam Vo, Lu Jiang, Chen Sun et al.

409 citations

1812.07119v12018arXiv

NOTE-RCNN: NOise Tolerant Ensemble RCNN for Semi-Supervised Object Detection

JIyang Gao, Jiang Wang, Shengyang Dai et al.

93 citations

1812.00124v12018arXiv

Vision-Based Gait Analysis for Senior Care

David Xue, Anin Sayana, Evan Darke et al.

15 citations

1812.00169v12018arXiv

Iterative Visual Reasoning Beyond Convolutions

Xinlei Chen, Li-Jia Li, Li Fei-Fei et al.

237 citations

1803.11189v12018arXiv

Attention-based Graph Neural Network for Semi-supervised Learning

Kiran K. Thekumparampil, Chong Wang, Sewoong Oh et al.

254 citations

1803.03735v12018arXiv

AMC: AutoML for Model Compression and Acceleration on Mobile Devices

Yihui He, Ji Lin, Zhijian Liu et al.

1,402 citations

1802.03494v42018arXiv

MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels

Lu Jiang, Zhengyuan Zhou, Thomas Leung et al.

1,015 citations

1712.05055v22017published at ICML 2018

Progressive Neural Architecture Search

Chenxi Liu, Barret Zoph, Maxim Neumann et al.

138 citations

1712.00559v32017arXiv

Thoracic Disease Identification and Localization with Limited Supervision

Zhe Li, Chong Wang, Mei Han et al.

341 citations

1711.06373v62017arXiv

Deep Reinforcement Learning-based Image Captioning with Embedding Reward

Zhou Ren, Xiaoyu Wang, Ning Zhang et al.

338 citations

1704.03899v12017arXiv

Learning from Noisy Labels with Distillation

Yuncheng Li, Jianchao Yang, Yale Song et al.

556 citations

1703.02391v22017arXiv

Dense Captioning with Joint Inference and Visual Context

Linjie Yang, Kevin Tang, Jianchao Yang et al.

173 citations

1611.06949v22016arXiv

Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations

Ranjay Krishna, Yuke Zhu, Oliver Groth et al.

5,108 citations

1602.07332v12016arXiv

YFCC100M: The New Data in Multimedia Research

Bart Thomee, David A. Shamma, Gerald Friedland et al.

69 citations

1503.01817v22015Communications of the ACM, 59(2), pp. 64-73, 2016

Visual Sentiment Prediction with Deep Convolutional Neural Networks

Can Xu, Suleyman Cetintas, Kuang-Chih Lee et al.

111 citations

1411.5731v12014arXiv

Large-Scale Multi-Label Learning with Incomplete Label Assignments

Xiangnan Kong, Zhaoming Wu, Li-Jia Li et al.

31 citations

1407.1538v12014arXiv

Career total: 89 works. 29 are in this corpus.

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