Xiaoqi Zhao 赵骁骐

Dalian University of Technology - IIAU LAB

X3000 INSPECTION - AI LAB

Address: No.2 Linggong Road, Ganjingzi District, Dalian City, Liaoning, China
Email: zxq[at]mail.dlut.edu.cn

[GitHub] [Google Scholar]

Biography

Technology Partner & Chief AI Scientist at X3000 INSPECTION（pre-A round completed (2023), A round completed (2024)）

Dalian University of Technology (DLUT), Dalian, China （2019-current, pursuing the PhD degree, my advisors are Prof. Lihe Zhang and Prof. Huchuan Lu (IEEE Fellow) from IIAU-LAB. I work very closely with my best friend Youwei Pang.）

Dalian University of Technology (DLUT), Dalian, China （2015-2019 B.E. degree, postgraduate recommendation top ~10%）

Seeking Postdoc Position (after September 2024)

Seeking Ai4Industry Partner!

Research Fields

Unified Context-dependent Concept Understanding/Segmentation
Salient + Camouflaged + Shadow + Transparent + Inharmonious + Defocus Blur + Medical Lesion ...
Industrial X-ray/CT Machine Vision (Ai4Industry)
Lithium Battery; FPCA; Auto Parts
Self-driven Learning Mode
Self-supervised/Few-shot/In-context/Prompt Learning; Open-Vocabulary Segmentation
Medical Lesion Segmentation
Colon Polyp; COVID-19; Breast; Skin; Glaucoma
Multi-modal Fusion
RGB+Depth; RGB+Thermal; RGB+Optical Flow+Depth; RGB+Text

Honor

Third place of PVUW2023 Video Semantic Segmentation Track (CVPR 2023 Challenge)

Gold Award of The 8th China International College Students' 'Internet+' Innovation and Entrepreneurship Competition, (Company/Project: 工源三仟; ~0.05‰[161/3,400,000+])

2022 National Scholarship (Phd)

MICCAI 2022 Challenge: Glaucoma Oct Analysis and Layer Segmentation (GOALS) (Team: IIAU-Segmentors; Glaucoma Detection: 1/100; OCT Layer Segmentation: 3/100; GOALS: 2/100; $1,300 bonus)

2022 Huawei Camera Academic Star (top 8 in the world; 30,000 RMB bonus)

CVPR 2022 Outstanding Reviewer (~2%[156/6247])

AMiner: Top Chinese Students in ECCV 2020

Seventh place of 2020 Hualu Cup's first big data competition (Intelligent Diagnosis of Cancer Risk), (7/114)
2020 Huawei Fellowship
Third place of 2018 OPPO Top AI Competition (Portrait Segmentation), 50,000 RMB bonus (3/456)

News

[03/2024] 1 paper accepted in IJCV 2024.
[02/2024] 2 papers accepted in CVPR 2024 (1 highlight ~3%[324/11532]) . Ai4Industry in New Electrical Vehicle!
[01/2024] 1 paper accepted in IJCV 2024.
[07/2023] 1 paper accepted in ICCV 2023.
[01/2023] 1 paper accepted in IEEE TIP 2023.
[12/2022] 1 paper accepted in IEEE TIP 2022.
[03/2022] 1 paper accepted in CVPR 2022.
[11/2021] 1 paper accepted in AAAI 2022 (~15%[1349/9020]) .
[07/2021] 1 paper accepted in ACM MM 2021 (oral ~9%[179/1942]) .
[06/2021] 1 paper accepted in MICCAI 2021.
[07/2020] 3 papers accepted in ECCV 2020 (1 oral ~2%[104/5025]) .
[03/2020] 1 paper accepted in CVPR 2020.

Selected Publications [Google Scholar (2000 + citations)]

TPAMI/IJCV/TIP: 7
CVPR/ECCV/ICCV/AAAI/MM/MICCAI: 12 (2 oral, 1 highlight)
Papers with 500+ Citations: 1
Papers with 100+ Citations: 6

Conference Papers

	Towards Automatic Power Battery Detection: New Challenge, Benchmark Dataset and Baseline [Paper] [Code] Xiaoqi Zhao, Youwei Pang, Zhenyu Chen, Qian Yu, Lihe Zhang, Hanqi Liu, Jiaming Zuo, Huchuan Lu IEEE Conference on Computer Vision and Pattern Recognition ( CVPR* ), 2024.*
	Towards Automatic Power Battery Detection: New Challenge, Benchmark Dataset and Baseline [Paper] Qian Yu, Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu IEEE Conference on Computer Vision and Pattern Recognition ( CVPR* ), 2024. Highlight
	Open-Vocabulary Camouflaged Object Segmentation Youwei Pang, Xiaoqi Zhao, Jiaming Zuo, Lihe Zhang, Huchuan Lu European Conference on Computer Vision ( ECCV* ), 2024 (under review).*
	Isomer: Isomerous Transformer for Zero-shot Video Object Segmentation [Paper] [Code] Yichen Yuan, Yifan Wang, Lijun Wang, Xiaoqi Zhao, Huchuan Lu, Yu Wang, Weibo Su, Lei Zhang IEEE International Conference on Computer Vision ( ICCV* ), 2023.*
	Zoom In and Out: A Mixed-scale Triplet Network for Camouflaged Object Detection [Paper] [Code] Youwei Pang, Xiaoqi Zhao*, Tian-zhu Xiang, Lihe Zhang, Huchuan Lu IEEE Conference on Computer Vision and Pattern Recognition ( CVPR ), 2022.*
	Self-Supervised Pretraining for RGB-D Salient Object Detection [Paper] [Slide&极市平台推送] [Code] Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu, Xiang Ruan Thirty-Sixth AAAI Conference on Artificial Intelligence ( AAAI* ), 2022.*
	Multi-Source Fusion and Automatic Predictor Selection for Zero-Shot Video Object Segmentation [Paper] [Slide&极市平台推送] [Code] Xiaoqi Zhao, Youwei Pang, Jiaxing Yang, Lihe Zhang, Huchuan Lu ACM International Conference on Multimedia ( ACM MM ), 2021. Oral
	Automatic Polyp Segmentation via Multi-scale Subtraction Network [Paper] [Code] Xiaoqi Zhao, Lihe Zhang, Huchuan Lu International Conference on Medical Image Computing and Computer Assisted Intervention ( MICCAI* ), 2021.*
	Suppress and Balance: A Simple Gated Network for Salient Object Detection [Paper] [Slide] [Code] Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu, Lei Zhang European Conference on Computer Vision ( ECCV ), 2020. Oral
	A Single Stream Network for Robust and Real-time RGB-D Salient Object Detection [Paper] [Code] Xiaoqi Zhao, Lihe Zhang, Youwei Pang, Huchuan Lu, Lei Zhang European Conference on Computer Vision ( ECCV* ), 2020.*
	Multi-scale Interactive Network for Salient Object Detection [Paper] [Code] Youwei Pang, Xiaoqi Zhao*, Lihe Zhang, Huchuan Lu IEEE Conference on Computer Vision and Pattern Recognition ( CVPR ), 2020.*
	Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection [Paper] [Slide] [Code] Youwei Pang, Lihe Zhang, Xiaoqi Zhao, Huchuan Lu European Conference on Computer Vision ( ECCV* ), 2020.*

Journal Papers

	Towards Diverse Binary Segmentation via A Simple yet General Gated Network [Paper] [Code] Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu, Lei Zhang International Journal of Computer Vision ( IJCV* ), 2024.*
	Adaptive Multi-source Predictor for Zero-shot Video Object Segmentation [Paper] [Code] Xiaoqi Zhao, Shijie Chang, Youwei Pang, Jiaxing Yang, Lihe Zhang, Huchuan Lu International Journal of Computer Vision ( IJCV* ), 2024.*
	ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection [Paper] Youwei Pang, Xiaoqi Zhao, Tian-Zhu Xiang, Lihe Zhang, Huchuan Lu IEEE Transactions on Pattern Analysis and Machine Intelligence ( TPAMI* ), 2024 (under review, round1: Major).*
	ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer [Paper] Youwei Pang, Xiaoqi Zhao, Lihe Zhang, Huchuan Lu IEEE Transactions on Pattern Analysis and Machine Intelligence ( TPAMI* ), 2024 (under review).*
	Joint Learning of Salient Object Detection, Depth Estimation and Contour Extraction [Paper] [Code] Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu IEEE Transactions on Image Processing ( TIP* ), 2022.*
	CAVER: Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object Detection [Paper] [Code] Youwei Pang, Xiaoqi Zhao, Lihe Zhang, Huchuan Lu IEEE Transactions on Image Processing ( TIP* ), 2023.*
	M2SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation [Paper] [Code] Xiaoqi Zhao, Hongpeng Jia, Youwei Pang, Long Lv, Feng Tian, Lihe Zhang, Weibing Sun, Huchuan Lu IEEE Transactions on Image Processing ( TIP* ), 2024 (under review).*

Academic Service

Journal Reviewer:
TPAMI, IJCV, TIP, TMI ...
Conference Reviewer:
CVPR: 2023, 2022 (Outstanding Reviewer ~2%[156/6247])
ICCV: 2023, 2021
ECCV: 2024, 2022
AAAI: 2024, 2023, 2022
NeurIPS: 2023
ICLR: 2024
ICML: 2024

	Towards Diverse Binary Segmentation via A Simple yet General Gated Network [Paper] [Code] Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu, Lei Zhang International Journal of Computer Vision ( IJCV* ), 2024.*
	Adaptive Multi-source Predictor for Zero-shot Video Object Segmentation [Paper] [Code] Xiaoqi Zhao, Shijie Chang, Youwei Pang, Jiaxing Yang, Lihe Zhang, Huchuan Lu International Journal of Computer Vision ( IJCV* ), 2024.*
	ZoomNeXt: A Unified Collaborative Pyramid Network for Camouflaged Object Detection [Paper] Youwei Pang, Xiaoqi Zhao, Tian-Zhu Xiang, Lihe Zhang, Huchuan Lu IEEE Transactions on Pattern Analysis and Machine Intelligence ( TPAMI* ), 2024 (under review, round1: Major).*
	ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer [Paper] Youwei Pang, Xiaoqi Zhao, Lihe Zhang, Huchuan Lu IEEE Transactions on Pattern Analysis and Machine Intelligence ( TPAMI* ), 2024 (under review).*
	Joint Learning of Salient Object Detection, Depth Estimation and Contour Extraction [Paper] [Code] Xiaoqi Zhao, Youwei Pang, Lihe Zhang, Huchuan Lu IEEE Transactions on Image Processing ( TIP* ), 2022.*
	CAVER: Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object Detection [Paper] [Code] Youwei Pang, Xiaoqi Zhao, Lihe Zhang, Huchuan Lu IEEE Transactions on Image Processing ( TIP* ), 2023.*
	M2SNet: Multi-scale in Multi-scale Subtraction Network for Medical Image Segmentation [Paper] [Code] Xiaoqi Zhao, Hongpeng Jia, Youwei Pang, Long Lv, Feng Tian, Lihe Zhang, Weibing Sun, Huchuan Lu IEEE Transactions on Image Processing ( TIP* ), 2024 (under review).*