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Fan Zhang

Alzheimer's Disease Neuroimaging Initiative, the Australian Imaging Biomarkers and Lifestyle flagship study of ageing

ViSTRA3: Video Coding with Deep Parameter Adaptation and Post Processing


Nov 30, 2021
Chen Feng, Duolikun Danier, Charlie Tan, Fan Zhang, David Bull


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Spatio-Temporal Multi-Flow Network for Video Frame Interpolation


Nov 30, 2021
Duolikun Danier, Fan Zhang, David Bull


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Can Graph Neural Networks Learn to Solve MaxSAT Problem?


Nov 15, 2021
Minghao Liu, Fuqi Jia, Pei Huang, Fan Zhang, Yuchen Sun, Shaowei Cai, Feifei Ma, Jian Zhang


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Branch and Bound in Mixed Integer Linear Programming Problems: A Survey of Techniques and Trends


Nov 05, 2021
Lingying Huang, Xiaomeng Chen, Wei Huo, Jiazheng Wang, Fan Zhang, Bo Bai, Ling Shi

* Preprint submitted to Discrete Optimization 

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Optimal Discrete Constellation Inputs for Aggregated LiFi-WiFi Networks


Nov 04, 2021
Shuai Ma, Fan Zhang, Songtao Lu, Hang Li, Ruixin Yang, Sihua Shao, Jiaheng Wang, Shiyin Li

* 14 pages, 13 figures, accepted by IEEE Transactions on Wireless Communications 

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Efficient Context-Aware Network for Abdominal Multi-organ Segmentation


Oct 09, 2021
Fan Zhang, Yu Wang, Hua Yang


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Grasp-Oriented Fine-grained Cloth Segmentation without Real Supervision


Oct 06, 2021
Ruijie Ren, Mohit Gurnani Rajesh, Jordi Sanchez-Riera, Fan Zhang, Yurun Tian, Antonio Agudo, Yiannis Demiris, Krystian Mikolajczyk, Francesc Moreno-Noguer

* 6 pages, 4 figures. Submitted to International Conference on Robotics and Automation (ICRA) 

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Coded Computation across Shared Heterogeneous Workers with Communication Delay


Sep 23, 2021
Yuxuan Sun, Fan Zhang, Junlin Zhao, Sheng Zhou, Zhisheng Niu, Deniz Gündüz

* Submitted to IEEE for possible publication 

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DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis


Sep 13, 2021
Tiange Xiang, Yang Song, Chaoyi Zhang, Dongnan Liu, Mei Chen, Fan Zhang, Heng Huang, Lauren O'Donnell, Weidong Cai


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OpenClinicalAI: enabling AI to diagnose diseases in real-world clinical settings


Sep 09, 2021
Yunyou Huang, Nana Wang, Suqin Tang, Li Ma, Tianshu Hao, Zihan Jiang, Fan Zhang, Guoxin Kang, Xiuxia Miao, Xianglong Guan, Ruchang Zhang, Zhifei Zhang, Jianfeng Zhan


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Ultralow complexity long short-term memory network for fiber nonlinearity mitigation in coherent optical communication systems


Aug 12, 2021
Hao Ming, Xinyu Chen, Xiansong Fang, Lei Zhang, Chenjia Li, Fan Zhang


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Session-based Recommendation with Heterogeneous Graph Neural Network


Aug 12, 2021
Jinpeng Chen, Haiyang Li, Fan Zhang, Senzhang Wang, Kaimin Wei


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An explainable two-dimensional single model deep learning approach for Alzheimer's disease diagnosis and brain atrophy localization


Jul 28, 2021
Fan Zhang, Bo Pan, Pengfei Shao, Peng Liu, Shuwei Shen, Peng Yao, Ronald X. Xu


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Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation


Jul 11, 2021
Yuqian Chen, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Fan Zhang, Lauren J. O'Donnell

* MICCAI 2021 

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Perceptually-inspired super-resolution of compressed videos


Jun 15, 2021
Di Ma, Mariana Afonso, Fan Zhang, David R. Bull


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An adaptive Lagrange multiplier determination method for rate-distortion optimisation in hybrid video codecs


Jun 15, 2021
Fan Zhang, David R. Bull


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Quality assessment methods for perceptual video compression


Jun 15, 2021
Fan Zhang, David R. Bull


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On Sample Based Explanation Methods for NLP:Efficiency, Faithfulness, and Semantic Evaluation


Jun 09, 2021
Wei Zhang, Ziming Huang, Yada Zhu, Guangnan Ye, Xiaodong Cui, Fan Zhang

* 13 pages; Accepted to ACL 2021 

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A Deep Value-network Based Approach for Multi-Driver Order Dispatching


Jun 08, 2021
Xiaocheng Tang, Zhiwei Qin, Fan Zhang, Zhaodong Wang, Zhe Xu, Yintai Ma, Hongtu Zhu, Jieping Ye

* KDD 2019 Oral 

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Value Function is All You Need: A Unified Learning Framework for Ride Hailing Platforms


Jun 04, 2021
Xiaocheng Tang, Fan Zhang, Zhiwei Qin, Yansheng Wang, Dingyuan Shi, Bingchen Song, Yongxin Tong, Hongtu Zhu, Jieping Ye

* KDD 2021; Ride-hailing marketplace open simulation platform: https://outreach.didichuxing.com/Simulation/ 

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Deception Detection in Videos using the Facial Action Coding System


May 28, 2021
Hammad Ud Din Ahmed, Usama Ijaz Bajwa, Fan Zhang, Muhammad Waqas Anwar


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Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection


Apr 19, 2021
Sihao Chen, Fan Zhang, Kazoo Sone, Dan Roth

* NAACL'21 

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Individually Fair Gradient Boosting


Mar 31, 2021
Alexander Vargo, Fan Zhang, Mikhail Yurochkin, Yuekai Sun

* ICLR Camera-Ready Version 

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Robustifying Conditional Portfolio Decisions via Optimal Transport


Mar 30, 2021
Viet Anh Nguyen, Fan Zhang, Jose Blanchet, Erick Delage, Yinyu Ye


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A Subjective Study on Videos at Various Bit Depths


Mar 18, 2021
Alex Mackin, Di Ma, Fan Zhang, David Bull

* 5 pages; 7 figures; 1 table 

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VMAF-based Bitrate Ladder Estimation for Adaptive Streaming


Mar 12, 2021
Angeliki V. Katsenou, Fan Zhang, Kyle Swanson, Mariana Afonso, Joel Sole, David R. Bull


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Enhancing VMAF through New Feature Integration and Model Combination


Mar 10, 2021
Fan Zhang, Angeliki Katsenou, Christos Bampis, Lukas Krasula, Zhi Li, David Bull

* 5 pages, 2 figures and 4 tables 

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Real-world Ride-hailing Vehicle Repositioning using Deep Reinforcement Learning


Mar 08, 2021
Yan Jiao, Xiaocheng Tang, Zhiwei Qin, Shuaiji Li, Fan Zhang, Hongtu Zhu, Jieping Ye


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