JQ

Jianing Qiu

0000-0003-4166-3428

cs.CVcs.AIcs.LGDietArtificial Intelligencecs.CLNutrition Assessment3d reconstructionAlgorithmsanalysis

On Valency

published · living versions

LLM4Robot-Bench: How Far Can GPT-6 Astra Go in Robotic Manipulation? A Hierarchical, Paired Sim-Real Benchmark

with Haibao Yu, Jiaqi Meng, Zijian Zhang, Bowen Jing +14

2 versions

W_8pr5gx2uv2 · current

Preprints & journals

38 papers in the corpus · 2018–2026

Surgical innovation and technology.

Matthews, Jeffrey B, Ruurda, Jelle P, Vaughan-Shaw, Peter G et al.

0 citations

421497322026The British journal of surgery. 2026;113(5)

Benchmarking the Thinking Mode of Multimodal Large Language Models in Clinical Tasks

Jindong Hong, Tianjie Chen, Lingjie Luo et al.

1 citation

2511.03328v12025arXiv

Bimodal Tactile Tomography with Bayesian Sequential Palpation for Intracavitary Microstructure Profiling and Segmentation.

Yue, Wenchao, Xu, Chao, Zhang, Tao et al.

4 citations

412299512025Cyborg and bionic systems (Washington, D.C.). 2025;6:0348

Transforming label-efficient decoding of healthcare wearables with self-supervised learning and "embedded" medical domain expertise.

Gu, Xiao, Liu, Zhangdaihong, Han, Jinpei et al.

3 citations

407157022025Communications engineering. 2025;4(1):135

Emerging Cyber Attack Risks of Medical AI Agents

Jianing Qiu, Lin Li, Jiankai Sun et al.

0 citations

2504.03759v12025arXiv

AI Hiring with LLMs: A Context-Aware and Explainable Multi-Agent Framework for Resume Screening

Frank P.-W. Lo, Jianing Qiu, Zeyu Wang et al.

36 citations

2504.02870v22025arXiv

AI-enabled wearable cameras for assisting dietary assessment in African populations.

Lo, Frank P-W, Qiu, Jianing, Jobarteh, Modou L et al.

22 citations

396388522024NPJ digital medicine. 2024;7(1):356

Dietary Assessment With Multimodal ChatGPT: A Systematic Analysis.

Lo, Frank P-W, Qiu, Jianing, Wang, Zeyu et al.

64 citations

389006232025IEEE journal of biomedical and health informatics. 2024;28(12):7577-7587

Localization and recognition of human action in 3D using transformers.

Sun, Jiankai, Huang, Linjiang, Wang, Hongsong et al.

3 citations

392276762024Communications engineering. 2024;3(1):125

MEDCO: Medical Education Copilots Based on A Multi-Agent Framework

Hao Wei, Jianing Qiu, Haibao Yu et al.

20 citations

2408.12496v12024ECCV 2024 Workshop

CauDR: A causality-inspired domain generalization framework for fundus-based diabetic retinopathy grading.

Wei, Hao, Shi, Peilun, Miao, Juzheng et al.

14 citations

387015882024Computers in biology and medicine. 2024;175:108459

Foundation models: the future of surgical artificial intelligence?

Lam, Kyle, Qiu, Jianing

12 citations

386505802024The British journal of surgery. 2024;111(4)

One Prompt Word is Enough to Boost Adversarial Robustness for Pre-trained Vision-Language Models

Lin Li, Haoyan Guan, Jianing Qiu et al.

38 citations

2403.01849v12024arXiv

Clinical value of endoscopic ultrasound sound speed in differential diagnosis of pancreatic solid lesion and prognosis of pancreatic cancer.

Qiu, Jianing, Li, Kangrong, Long, Xiuyan et al.

1 citation

384774922024Cancer medicine. 2024;13(5):e7026

Egocentric Image Captioning for Privacy-Preserved Passive Dietary Intake Monitoring.

Qiu, Jianing, Lo, Frank P-W, Gu, Xiao et al.

24 citations

370280432024IEEE transactions on cybernetics. 2024;54(2):679-692

Large AI Models in Health Informatics: Applications, Challenges, and the Future.

Qiu, Jianing, Li, Lin, Sun, Jiankai et al.

233 citations

377381862023IEEE journal of biomedical and health informatics. 2023;27(12):6074-6087

Aria-NeRF: Multimodal Egocentric View Synthesis

Jiankai Sun, Jianing Qiu, Chuanyang Zheng et al.

1 citation

2311.06455v22023arXiv

VisionFM: a Multi-Modal Multi-Task Vision Foundation Model for Generalist Ophthalmic Artificial Intelligence

Jianing Qiu, Jian Wu, Hao Wei et al.

15 citations

2310.04992v12023The latest VisionFM work has been published in NEJM AI, 2024

AROID: Improving Adversarial Robustness Through Online Instance-Wise Data Augmentation

Lin Li, Jianing Qiu, Michael Spratling

12 citations

2306.07197v22023International Journal of Computer Vision (IJCV), 133:929-50, 2024

Generalist Vision Foundation Models for Medical Imaging: A Case Study of Segment Anything Model on Zero-Shot Medical Segmentation.

Shi, Peilun, Qiu, Jianing, Abaxi, Sai Mu Dalike et al.

150 citations

372967992026Diagnostics (Basel, Switzerland). 2023;13(11)

EVEN: An Event-Based Framework for Monocular Depth Estimation at Adverse Night Conditions

Peilun Shi, Jiachuan Peng, Jianing Qiu et al.

24 citations

2302.03860v12023arXiv

MenuAI: Restaurant Food Recommendation System via a Transformer-based Deep Learning Model

Xinwei Ju, Frank Po Wen Lo, Jianing Qiu et al.

6 citations

2210.08266v12022arXiv

Antibiotics-induced depression in mice via the microbiota-gut-brain axis.

Fan, Xingli, Deng, Handan, Qiu, Jianing et al.

43 citations

360754002022Journal of affective disorders. 2022;318:152-158

Clustering Egocentric Images in Passive Dietary Monitoring with Self-Supervised Learning

Jiachuan Peng, Peilun Shi, Jianing Qiu et al.

4 citations

2208.12160v12022arXiv

Tackling Long-Tailed Category Distribution Under Domain Shifts

Xiao Gu, Yao Guo, Zeju Li et al.

12 citations

2207.10150v12022arXiv

Mining Discriminative Food Regions for Accurate Food Recognition

Jianing Qiu, Frank P.-W. Lo, Yingnan Sun et al.

51 citations

2207.03692v12022arXiv

Can visceral adipose tissue and skeletal muscle predict recurrence of newly diagnosed Crohn's disease in different treatments.

Zhang, Zinan, Yu, Xiaoyu, Fang, Ning et al.

5 citations

355856172022BMC gastroenterology. 2022;22(1):250

Endoscopists' Acceptance on the Implementation of Artificial Intelligence in Gastrointestinal Endoscopy: Development and Case Analysis of a Scale.

Tian, Li, Zhang, Zinan, Long, Yu et al.

9 citations

354923112023Frontiers in medicine. 2022;9:760634

Egocentric Human Trajectory Forecasting with a Wearable Camera and Multi-Modal Fusion

Jianing Qiu, Lipeng Chen, Xiao Gu et al.

21 citations

2111.00993v32021IEEE Robotics and Automation Letters, June, 2022

Occlusion-Invariant Rotation-Equivariant Semi-Supervised Depth Based Cross-View Gait Pose Estimation

Xiao Gu, Jianxin Yang, Hanxiao Zhang et al.

3 citations

2109.01397v12021arXiv

TransAction: ICL-SJTU Submission to EPIC-Kitchens Action Anticipation Challenge 2021

Xiao Gu, Jianing Qiu, Yao Guo et al.

7 citations

2107.13259v12021arXiv

An Intelligent Passive Food Intake Assessment System with Egocentric Cameras

Frank Po Wen Lo, Modou L Jobarteh, Yingnan Sun et al.

2 citations

2105.03142v12021arXiv

Counting Bites and Recognizing Consumed Food from Videos for Passive Dietary Monitoring.

Qiu, Jianing, Lo, Frank P-W, Jiang, Shuo et al.

35 citations

328978662021IEEE journal of biomedical and health informatics. 2021;25(5):1471-1482

Identification of lncRNA expression profiles and analysis of ceRNA in the hippocampus of perinatal glyphosate-exposed mice.

Fan, Xingli, Wang, Dawei, Shen, Xiangdi et al.

13 citations

337133932021International journal of developmental neuroscience : the official journal of the International Society for Developmental Neuroscience. 2021;81(4):312-323

Indoor Future Person Localization from an Egocentric Wearable Camera

Jianing Qiu, Frank P.-W. Lo, Xiao Gu et al.

7 citations

2103.04019v32021arXiv

Image-Based Food Classification and Volume Estimation for Dietary Assessment: A Review.

Lo, Frank Po Wen, Sun, Yingnan, Qiu, Jianing et al.

153 citations

323650382021IEEE journal of biomedical and health informatics. 2020;24(7):1926-1939

Development and Validation of an Objective, Passive Dietary Assessment Method for Estimating Food and Nutrient Intake in Households in Low- and Middle-Income Countries: A Study Protocol.

Jobarteh, Modou L, McCrory, Megan A, Lo, Benny et al.

28 citations

320999532025Current developments in nutrition. 2020;4(2):nzaa020

Food Volume Estimation Based on Deep Learning View Synthesis from a Single Depth Map.

Lo, Frank P-W, Sun, Yingnan, Qiu, Jianing et al.

81 citations

305673622019Nutrients. 2018;10(12)

Career total: 58 works. 38 are in this corpus.

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