Research Outputs (158)

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A 3D Deep Learning System for Detecting Glaucomatous Optic Neuropathy from Volumetric and En Face Optical Coherence Tomography Scans
Ran AR, Wang X, Luo LY, Chan PM, Chang RT, Mannil SS, Chen H, Heng PA, Tham CC, Cheung CY ( 2019 )
Other conference paper
A fast machine learning-based mask printability predictor for OPC acceleration
Bentian Jiang, Hang Zhang, Jinglei Yang, Evangeline F.Y. Young ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1145/3287624.3287682
Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound
Haoran Dou, Xin Yang, Jikuan Qian, Hao Qin, Xu Wang, Lequan Yu, Shujun Wang, Wufeng Xue, Yi Xiong, Dong Ni, Pheng-Ann Heng ( 2019 )
Refereed conference paper presented and published in conference proceedings
Aggregating Attentional Dilated Features for Salient Object Detection
Lei Zhu, Jiaxing Chen, Xiaowei Hu, Chi-Wing Fu, Xuemiao Xu, Jing Qin, Pheng-Ann Heng ( 2019 )
Publication in refereed journal
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/TCSVT.2019.2941017
AGSS-VOS: Attention Guided Single-Shot Video Object Segmentation
LIN Huaijia, QI Xiaojuan, JIA jiaya ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/ICCV.2019.00405
All Your Clicks Belong to Me: Investigating Click Interception on the Web
Mingxue Zhang, Wei Meng, Sangho Lee, Byoungyoung Lee, Xinyu Xing ( 2019 )
Refereed conference paper presented and published in conference proceedings
An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis
Xueying Shi, Qi Dou, Cheng Xue, Jing Qin, Hao Chen, Pheng-Ann Heng ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1007/978-3-030-32692-0_72
Analysis of spatiotemporal specificity of small RNAs regulating hPSC differentiation and beyond
Lu LI, Jin Feng LI, Dan Dan CAO, Vassilios PAPADOPOULOS, Wai Yee CHAN ( 2019 )
bioRxiv
Publication in refereed journal
Digital Object Identifier (DOI): http://dx.doi.org/10.1101/784819
An Analytical Approach for Time-Division Multiplexing Optimization in Multi-FPGA based Systems
Chak-Wa Pui, Gang Wu, Freddy Y. C. Mang, Evangeline F. Y. Young ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/SLIP.2019.8771330
An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction
Chen Wang, Chan Hou Pong, Li Piji, Bing Lidong, King Irwin ( 2019 )
Refereed conference paper presented and published in conference proceedings
An Online Learning Multi-path Selection Framework for Multi-path Transmission Protocols
Kechao Cai, John C.S. Lui ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/CISS.2019.8692900
Approximate Degree, Secret Sharing, and Concentration Phenomena
Andrej Bogdanov, Nikhil Mande, Justin Thaler, Christopher Williamson ( 2019 )
Refereed conference paper presented and published in conference proceedings
A Q-values Sharing Framework for Multiple Independent Q-learners
Changxi Zhu, Ho-fung Leung, Shuyue Hu, Yi Cai ( 2019 )
Refereed conference paper presented and published in conference proceedings
Architecture Search for Image Inpainting
Yaoman Li, Irwin King ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1007/978-3-030-22796-8_12
A Representation Learning Framework for Property Graphs
Yifan Hou, Hongzhi Chen, Changji Li, James Cheng, Ming-Chang Yang ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1145/3292500.3330948
Attacking Split Manufacturing from a Deep Learning Perspective
Haocheng Li, Satwik Patnaik, Abhrajit Sengupta, Haoyu Yang, Johann Knechtel, Bei Yu, Evangeline F. Y. Young, Ozgur Sinanoglu ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1145/3316781.3317780
Attribute-Driven Spontaneous Motion in Unpaired Image Translation
Ruizheng Wu, Xin Tao, Xiaodong Gu, Xiaoyong Shen, Jiaya Jia ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/ICCV.2019.00602
A Unified Approximation Framework for Compressing and Accelerating Deep Neural Networks
Yuzhe Ma, Ran Chen, Wei Li, Fanhua Shang, Wenjian Yu, Minsik Cho, Bei Yu ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/ICTAI.2019.00060
Automatic Layout Generation with Applications in Machine Learning Engine Evaluation
Haoyu Yang, Wen Chen, Piyush Pathak, Frank Gennari, Ya-Chieh Lai, Bei Yu ( 2019 )
Refereed conference paper presented and published in conference proceedings
Automating App Review Response Generation
Cuiyun Gao, Jichuan Zeng, Xin Xia, David Lo, M.R. Lyu, Irwin King ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/ASE.2019.00025
Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation
Shujun Wang, Lequan Yu, Kang Li, Xin Yang, Chi Wing Fu, Pheng Ann Heng ( 2019 )
Refereed conference paper presented and published in conference proceedings
CAD Tool Design Space Exploration via Bayesian Optimization
Yuzhe Ma, Ziyang Yu, Bei Yu ( 2019 )
Refereed conference paper presented and published in conference proceedings
CATARACTS: Challenge on automatic tool annotation for cataRACT surgery
Hassan Al Hajj, Mathieu Lamard, Pierre-Henri Conze, Soumali Roychowdhury, Xiaowei Hu, Gabija Maršalkait, Odysseas Zisimopoulos, Muneer Ahmad Dedmari, Fenqiang Zhao, Jonas Prellberg, Manish Sahu, Adrian Galdran, Teresa Araújo, Duc My Vo, Chandan Panda, Navdeep Dahiya, Satoshi Kondo, Zhengbing Bian, Arash Vahdat, Jonas Bialopetravicius, Evangello Flouty, Chenhui Qiu, Sabrina Dill, Anirban Mukhopadhyay, Pedro Costa, Guilherme Aresta, Senthil Ramamurthy, Sang-Woong Lee, Aurélio Campilho, Stefan Zachow, Shunren Xia, Sailesh Conjeti, Danail Stoyanov, Jogundas Armaitis, Pheng-Ann Heng, William G. Macready, Béatrice Cochener, Gwenolé Quellec ( 2019 )
Publication in refereed journal
Digital Object Identifier (DOI): http://dx.doi.org/10.1016/j.media.2018.11.008
CGC-Net: Cell Graph Convolutional Network for Grading of Colorectal Cancer Histology Images
Y Zhou, S Graham, N Alemi Koohbanani, M Shaban, PA Heng, N Rajpoot ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/ICCVW.2019.00050
CIA-Net: Robust Nuclei Instance Segmentation with Contour-Aware Information Aggregation
Yanning Zhou, Omer Fahri Onder, Qi Dou, Efstratios Tsougenis, Hao Chen, Pheng-Ann Heng ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1007/978-3-030-20351-1_53
Colorblind-shareable videos by synthesizing temporal-coherent polynomial coefficients
Xinghong Hu, Xueting Liu, Zhuming Zhang, Menghan Xia, Chengze Li, Tien-Tsin Wong ( 2019 )
Publication in refereed journal
Digital Object Identifier (DOI): http://dx.doi.org/10.1145/3355089.3356534
Colorblind-Shareable Videos
Xinghong Hu, Xueting Liu, Xiangyu Mao, Tien-Tsin Wong ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/CW.2019.00065
Complexity of Vertex Switching on Edge-Bicolored Graphs
Ho Lam Pang, Leizhen Cai ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1007/978-3-030-17402-6_28
Computational LEGO Technic Design
Hao Xu, Ka-Hei Hui, Chi-Wing Fu, Hao Zhang ( 2019 )
Publication in refereed journal
Digital Object Identifier (DOI): http://dx.doi.org/10.1145/3355089.3371979
Cross-layer Optimization for High Speed Adders: A Pareto Driven Machine Learning Approach
Yuzhe Ma, Subhendu Roy, Jin Miao, Jiamin Chen, Bei Yu ( 2019 )
Publication in refereed journal
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/TCAD.2018.2878129
CUHK at MRP 2019: Transition-Based Parser with Cross-Framework Variable-Arity Resolve Action
Sunny Lai, Chun Hei Lo, Kwong Sak Leung, Yee Leung ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.18653/v1/K19-2010
D2NN: a fine-grained dual modular redundancy framework for deep neural networks
Yu Li, Yannan Liu, Min Li, Ye Tian, Bo Luo, Qiang Xu ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1145/3359789.3359831
DALocNet: Improving Localization Accuracy for Domain Adaptive Object Detection
Yushan Yu, Xuemiao Xu, Xiaowei Hu, Pheng-Ann Heng ( 2019 )
IEEE Access
Publication in refereed journal
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/ACCESS.2019.2915607
DCUDA: Dynamic GPU Scheduling with Live Migration Support
Fan Guo, Yongkun Li, John C. S. Lui, Yinlong Xu ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1145/3357223.3362714
DDFlow: Learning Optical Flow with Unlabeled Data Distillation
Pengpeng Liu, Irwin King, Michael R.Lyu, Jia Xu ( 2019 )
Refereed conference paper presented and published in conference proceedings
Deep Angular Embedding and Feature Correlation Attention for Breast MRI Cancer Analysis
Luyang Luo, Hao Chen, Xi Wang, Qi Dou, Huangjing Lin, Juan Zhou, Gongjie Li, Pheng Ann Heng ( 2019 )
Refereed conference paper presented and published in conference proceedings
Deep Attentive Features for Prostate Segmentation in 3D Transrectal Ultrasound
Yi Wang, Haoran Dou, Xiaowei Hu, Lei Zhu, Xin Yang, Ming Xu, Jing Qin, Pheng-Ann Heng, Tianfu Wang, Dong Ni ( 2019 )
Publication in refereed journal
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/TMI.2019.2913184
DeePattern: Layout Pattern Generation with Transforming Convolutional Auto-Encoder
Haoyu Yang, Piyush Pathak, Frank Gennari, Ya-Chieh Lai, Bei Yu ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1145/3316781.3317795
Deep binocular tone mapping
Zhuming Zhang, Chu Han, Shengfeng He, Xueting Liu, Haichao Zhu, Xinghong Hu, Tien-Tsin Wong ( 2019 )
Publication in refereed journal
Digital Object Identifier (DOI): http://dx.doi.org/10.1007/s00371-019-01669-8
Deep Floor Plan Recognition using a Multi-task Network with Room-boundary-Guided Attention
Zhiliang Zeng, Xianzhi Li, Ying-Kin Yu, Chi-Wing Fu ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/ICCV.2019.00919
Deep learning for automated contouring of primary tumor volumes by MRI for nasopharyngeal carcinoma
Li Lin, Qi Dou, Yue-Ming Jin, Guan-Qun Zhou, Yi-Qiang Tang, Wei-Lin Chen, Bao-An Su, Feng Liu, Chang-Juan Tao, Ning Jiang, Jun-Yun Li, Ling-Long Tang, Chuan-Miao Xie, Shao-Min Huang, Jun Ma, Pheng-Ann Heng, Joseph T. S. Wee, Melvin L. K. Chua, Hao Chen, Ying Sun ( 2019 )
Publication in refereed journal
Digital Object Identifier (DOI): http://dx.doi.org/10.1148/radiol.2019182012
Deep Line Drawing Vectorization via Line Subdivision and Topology Reconstruction
Yi Guo, Zhuming Zhang, Chu Han, Wenbo Hu, Chengze Li, Tien‐Tsin Wong ( 2019 )
Publication in refereed journal
Digital Object Identifier (DOI): http://dx.doi.org/10.1111/cgf.13818
Deep Multi-Model Fusion for Single-Image Dehazing
Zijun Deng, Lei Zhu, Xiaowei Hu, Chi-Wing Fu, Xuemiao Xu, Qing Zhang, Jing Qin, Pheng-Ann Heng ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/ICCV.2019.00254
Deep Validation: Toward Detecting Real-world Corner Cases for Deep Neural Networks
Weibin Wu, Hui Xu, Sanqiang Zhong, Michael R Lyu, Irwin King ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/DSN.2019.00026
Deep Visual Sharing with Colorblind
Xinghong Hu, Zhuming Zhang, Xueting Liu, Tien-Tsin Wong ( 2019 )
Publication in refereed journal
Digital Object Identifier (DOI): http://dx.doi.org/10.1109/TCI.2019.2908291
Depth-attentional Features for Single-image Rain Removal
Xiaowei Hu, Chi-Wing Fu, Lei Zhu, Pheng-Ann Heng ( 2019 )
Refereed conference paper presented and published in conference proceedings
Detailed routing by sparse grid graph and minimum-area-captured path search
Gengjie Chen, Chak-Wa Pui, Haocheng Li, Jingsong Chen, Bentian Jiang, Evangeline F.Y. Young ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1145/3287624.3287678
Detecting Multi-Layer Layout Hotspots with Adaptive Squish Patterns
Haoyu Yang, Piyush Pathak, Frank Gennari, Ya-Chieh Lai, Bei Yu ( 2019 )
Refereed conference paper presented and published in conference proceedings
Digital Object Identifier (DOI): http://dx.doi.org/10.1145/3287624.3288747
Detection of glaucomatous optic neuropathy with spectral-domain optical coherence tomography: a retrospective training and validation deep-learning analysis
AR Ran, CY Cheung, X Wang, H Chen, L Luo, PP Chan, MOM Wong, RT Chang, SS Mannil, AL Young, HW Yung, CP Pang, PA Heng, CC Tham ( 2019 )
The Lancet. Digital Health
Publication in refereed journal
View Full-text in CUHK:
1-s2.0-S2589750019300858-main.pdf
Digital Object Identifier (DOI): http://dx.doi.org/10.1016/S2589-7500(19)30085-8
Difficulty Controllable Generation of Reading Comprehension Questions
Yifan Gao, Lidong Bing, Wang Chen, Michael R. Lyu, Irwin King ( 2019 )
Refereed conference paper presented and published in conference proceedings

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Research Outputs (158)

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