Yuxiang Zhou

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 77

Top Topics

Convolutional Neural Network

Medical Image Segmentation

Causal Inference

Top Venues

EMNLP (Findings)

Publications

Konstantinos Bousmalis, Giulia Vezzani, Dushyant Rao, Coline Manon Devin, Alex X. Lee, Maria Bauzá Villalonga, Todor Davchev, Yuxiang Zhou, Agrim Gupta, Akhil Raju, Antoine Laurens, Claudio Fantacci, Valentin Dalibard, Martina Zambelli, Murilo Fernandes Martins, Rugile Pevceviciute, Michiel Blokzijl, Misha Denil, Nathan Batchelor, Thomas Lampe, Emilio Parisotto, Konrad Zolna, Scott E. Reed, Sergio Gómez Colmenarejo, Jon Scholz, Abbas Abdolmaleki, Oliver Groth, Jean-Baptiste Regli, Oleg Sushkov, Thomas Rothörl, José Enrique Chen, Yusuf Aytar, Dave Barker, Joy Ortiz, Martin A. Riedmiller, Jost Tobias Springenberg, Raia Hadsell, Francesco Nori, Nicolas Heess
RoboCat: A Self-Improving Generalist Agent for Robotic Manipulation. Trans. Mach. Learn. Res. 2024 (2024)
Hao Niu, Yuxiang Zhou, Xiaohao Yan, Jun Wu, Yuncheng Shen, Zhang Yi, Junjie Hu
On the applications of neural ordinary differential equations in medical image analysis. Artif. Intell. Rev. 57 (9) (2024)
Xingwei Tan, Yuxiang Zhou, Gabriele Pergola, Yulan He
Cascading Large Language Models for Salient Event Graph Generation. CoRR (2024)
Kailong Tan, Yuxiang Zhou, Qianchen Xia, Rui Liu, Yong Chen
Large Model based Sequential Keyframe Extraction for Video Summarization. CoRR (2024)
Geng Chen, Yuxiang Zhou, Qingtian Zeng, Yudong Zhang
Research on Knowledge Graph-Aware Offloading Optimization and Content Acquisition Methods for Air-Ground Collaboration in VANETs. IEEE Trans. Veh. Technol. 73 (3) (2024)
Jiazheng Li, Hainiu Xu, Zhaoyue Sun, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He
Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring. CoRR (2024)
Kailong Tan, Yuxiang Zhou, Qianchen Xia, Rui Liu, Yong Chen
Large Model based Sequential Keyframe Extraction for Video Summarization. CMLDS (2024)
Runcong Zhao, Qinglin Zhu, Hainiu Xu, Jiazheng Li, Yuxiang Zhou, Yulan He, Lin Gui
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives. CoRR (2024)
Chenkai Su, Yuxiang Zhou, Jinlian Ma, Haoyu Chi, Xin Jing, Junyan Jiao, Qiqi Yan
JANet: A joint attention network for balancing accuracy and speed in left ventricular ultrasound video segmentation. Comput. Biol. Medicine 169 (2024)
Runcong Zhao, Qinglin Zhu, Hainiu Xu, Jiazheng Li, Yuxiang Zhou, Yulan He, Lin Gui
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives. ACL (Findings) (2024)
Yuxiang Zhou, Faxing Lu, Qiuyang Dai, Junfei Xu
Radar Error Correlation Analysis Under the Simultaneous Observation of Double Targets. IEEE Access 12 (2024)
Riti Paul, Sahil Vora, Pak Lun Kevin Ding, Ameet Patel, Leland Hu, Baoxin Li, Yuxiang Zhou
Transferable Variational Feedback Network for Vendor Generalization in Accelerated MRI. AIiH (2) (2024)
Xingwei Tan, Yuxiang Zhou, Gabriele Pergola, Yulan He
Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation. NAACL-HLT (2024)
Yuxiang Zhou, Xin Kang, Fuji Ren, Huimin Lu, Satoshi Nakagawa, Xiao Shan
A multi-attention and depthwise separable convolution network for medical image segmentation. Neurocomputing 564 (2024)
Xingwei Tan, Yuxiang Zhou, Gabriele Pergola, Yulan He
Set-Aligning Framework for Auto-Regressive Event Temporal Graph Generation. CoRR (2024)
Konstantinos Bousmalis, Giulia Vezzani, Dushyant Rao, Coline Devin, Alex X. Lee, Maria Bauzá, Todor Davchev, Yuxiang Zhou, Agrim Gupta, Akhil Raju, Antoine Laurens, Claudio Fantacci, Valentin Dalibard, Martina Zambelli, Murilo F. Martins, Rugile Pevceviciute, Michiel Blokzijl, Misha Denil, Nathan Batchelor, Thomas Lampe, Emilio Parisotto, Konrad Zolna, Scott E. Reed, Sergio Gómez Colmenarejo, Jon Scholz, Abbas Abdolmaleki, Oliver Groth, Jean-Baptiste Regli, Oleg Sushkov, Thomas Rothörl, Jose Enrique Chen, Yusuf Aytar, Dave Barker, Joy Ortiz, Martin A. Riedmiller, Jost Tobias Springenberg, Raia Hadsell, Francesco Nori, Nicolas Heess
RoboCat: A Self-Improving Foundation Agent for Robotic Manipulation. CoRR (2023)
Jiazheng Li, Lin Gui, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He
Distilling ChatGPT for Explainable Automated Student Answer Assessment. CoRR (2023)
Yuxiang Zhou, Xiang Cai, Qingfeng Zhao, Zhoufang Xiao, Gang Xu
Quadrilateral Mesh Generation Method Based on Convolutional Neural Network. Inf. 14 (5) (2023)
Mohit Sharma, Claudio Fantacci, Yuxiang Zhou, Skanda Koppula, Nicolas Heess, Jon Scholz, Yusuf Aytar
Lossless Adaptation of Pretrained Vision Models For Robotic Manipulation. CoRR (2023)
Kai Gao, Wenhao Jia, Yuxiang Zhou, Ronghua Du
Multi-Head Self-Attention Enhanced Convolutional Neural Network for Driver Fatigue Detection using EEG Signals. ISPA/BDCloud/SocialCom/SustainCom (2023)
Yuxiang Zhou, Yulan He
Causal Inference from Text: Unveiling Interactions between Variables. CoRR (2023)
Chenkai Su, Jinlian Ma, Yuxiang Zhou, Panpan Li, Zijun Tang
Res-DUnet: A small-region attentioned model for cardiac MRI-based right ventricular segmentation. Appl. Soft Comput. 136 (2023)
Geng Chen, Yuxiang Zhou, Xianjie Xu, Qingtian Zeng, Yu-Dong Zhang
A multi-aerial base station assisted joint computation offloading algorithm based on D3QN in edge VANETs. Ad Hoc Networks 142 (2023)
Yuxiang Zhou, Jiazheng Li, Yanzheng Xiang, Hanqi Yan, Lin Gui, Yulan He
The Mystery and Fascination of LLMs: A Comprehensive Survey on the Interpretation and Analysis of Emergent Abilities. CoRR (2023)
Yuxiang Zhou, Yulan He
Causal Inference from Text: Unveiling Interactions between Variables. EMNLP (Findings) (2023)
Yuxiang Zhou, Lejian Liao, Yang Gao, Rui Wang, Heyan Huang
TopicBERT: A Topic-Enhanced Neural Language Model Fine-Tuned for Sentiment Classification. IEEE Trans. Neural Networks Learn. Syst. 34 (1) (2023)
Yuxiang Zhou, Xin Kang, Fuji Ren, Satoshi Nakagawa, Xiao Shan
DEU-Net: Dual Encoder U-Net for 3D Medical Image Segmentation. TrustCom (2023)
Jiazheng Li, Lin Gui, Yuxiang Zhou, David West, Cesare Aloisi, Yulan He
Distilling ChatGPT for Explainable Automated Student Answer Assessment. EMNLP (Findings) (2023)
Yuxiang Zhou, Haowen Tan, Karunarathina Chandrathilaka Appuhamilage Asiria Iroshan
A secure authentication and key agreement scheme with dynamic management for vehicular networks. Connect. Sci. 35 (1) (2023)
Mohit Sharma, Claudio Fantacci, Yuxiang Zhou, Skanda Koppula, Nicolas Heess, Jon Scholz, Yusuf Aytar
Lossless Adaptation of Pretrained Vision Models For Robotic Manipulation. ICLR (2023)
Yuxiang Zhou, Xin Kang, Fuji Ren
MDSU-Net: A Multi-attention and Depthwise Separable Convolution Network for Stroke Lesion Segmentation. ICBBE (2022)
Mucheng Ren, Heyan Huang, Yuxiang Zhou, Qianwen Cao, Yuan Bu, Yang Gao
TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language Processing. CCL (2022)
Athanasios Papaioannou, Baris Gecer, Shiyang Cheng, Grigorios Chrysos, Jiankang Deng, Eftychia Fotiadou, Christos Kampouris, Dimitrios Kollias, Stylianos Moschoglou, Kritaphat Songsri-in, Stylianos Ploumpis, George Trigeorgis, Panagiotis Tzirakis, Evangelos Ververas, Yuxiang Zhou, Allan Ponniah, Anastasios Roussos, Stefanos Zafeiriou
MimicME: A Large Scale Diverse 4D Database for Facial Expression Analysis. ECCV (8) (2022)
Alex X. Lee, Coline Devin, Jost Tobias Springenberg, Yuxiang Zhou, Thomas Lampe, Abbas Abdolmaleki, Konstantinos Bousmalis
How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation. IROS (2022)
Alex X. Lee, Coline Devin, Jost Tobias Springenberg, Yuxiang Zhou, Thomas Lampe, Abbas Abdolmaleki, Konstantinos Bousmalis
How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation. CoRR (2022)
Mucheng Ren, Heyan Huang, Yuxiang Zhou, Yuan Bu, Yang Gao
TCM-SD: A Large Dataset for Syndrome Differentiation in Traditional Chinese Medicine. CoRR (2022)
Yuxiang Zhou, Haowen Tan, Karunarathina Chandrathilaka Appuhamilage Asiria Iroshan
A Secure and Privacy-Preserving Authentication Scheme in IoMT. SocialSec (2022)
Zhang Jianwei, Yuxiang Zhou, Jiaqing Zhao, Niu Guangshan, Xiangdong Luo
Joint Error Estimation and Calibration Method of Memory Nonlinear Mismatch for a Four-Channel 16-Bit TIADC System. Sensors 22 (7) (2022)
Yuxiang Zhou, Jiansheng Shu, Xiaolong Zheng, Hui Hao, Huan Song
Real-time route planning of unmanned aerial vehicles based on improved soft actor-critic algorithm. Frontiers Neurorobotics 16 (2022)
Yuxiang Zhou, Lejian Liao, Yang Gao, Heyan Huang
Extracting salient features from convolutional discriminative filters. Inf. Sci. 558 (2021)
Yuxiang Zhou, Yusuf Aytar, Konstantinos Bousmalis
Manipulator-Independent Representations for Visual Imitation. CoRR (2021)
Yuxiang Zhou, Lejian Liao, Yang Gao, Zhanming Jie, Wei Lu
To be Closer: Learning to Link up Aspects with Opinions. EMNLP (1) (2021)
Martina Zambelli, Yusuf Aytar, Francesco Visin, Yuxiang Zhou, Raia Hadsell
Learning rich touch representations through cross-modal self-supervision. CoRR (2021)
Alex X. Lee, Coline Devin, Yuxiang Zhou, Thomas Lampe, Konstantinos Bousmalis, Jost Tobias Springenberg, Arunkumar Byravan, Abbas Abdolmaleki, Nimrod Gileadi, David Khosid, Claudio Fantacci, Jose Enrique Chen, Akhil Raju, Rae Jeong, Michael Neunert, Antoine Laurens, Stefano Saliceti, Federico Casarini, Martin A. Riedmiller, Raia Hadsell, Francesco Nori
Beyond Pick-and-Place: Tackling Robotic Stacking of Diverse Shapes. CoRR (2021)
Alex X. Lee, Coline Manon Devin, Yuxiang Zhou, Thomas Lampe, Konstantinos Bousmalis, Jost Tobias Springenberg, Arunkumar Byravan, Abbas Abdolmaleki, Nimrod Gileadi, David Khosid, Claudio Fantacci, Jose Enrique Chen, Akhil Raju, Rae Jeong, Michael Neunert, Antoine Laurens, Stefano Saliceti, Federico Casarini, Martin A. Riedmiller, Raia Hadsell, Francesco Nori
Beyond Pick-and-Place: Tackling Robotic Stacking of Diverse Shapes. CoRL (2021)
Yuxiang Zhou, Lejian Liao, Yang Gao, Zhanming Jie, Wei Lu
To be Closer: Learning to Link up Aspects with Opinions. CoRR (2021)
Yuxiang Zhou, Yusuf Aytar, Konstantinos Bousmalis
Manipulator-Independent Representations for Visual Imitation. Robotics: Science and Systems (2021)
Rae Jeong, Jost Tobias Springenberg, Jackie Kay, Daniel Zheng, Yuxiang Zhou, Alexandre Galashov, Nicolas Heess, Francesco Nori
Learning Dexterous Manipulation from Suboptimal Experts. CoRR (2020)
Rae Jeong, Yusuf Aytar, David Khosid, Yuxiang Zhou, Jackie Kay, Thomas Lampe, Konstantinos Bousmalis, Francesco Nori
Self-Supervised Sim-to-Real Adaptation for Visual Robotic Manipulation. ICRA (2020)
Pak Lun Kevin Ding, Zhiqiang Li, Yuxiang Zhou, Baoxin Li
Deep Residual Dense U-Net for Resolution Enhancement in Accelerated MRI Acquisition. CoRR (2020)
Martina Zambelli, Yusuf Aytar, Francesco Visin, Yuxiang Zhou, Raia Hadsell
Learning rich touch representations through cross-modal self-supervision. CoRL (2020)
Yuxiang Zhou, Lejian Liao, Yang Gao, Heyan Huang, Xiaochi Wei
A Discriminative Convolutional Neural Network with Context-aware Attention. ACM Trans. Intell. Syst. Technol. 11 (5) (2020)
Yuxiang Zhou, Jiankang Deng, Irene Kotsia, Stefanos Zafeiriou
Dense 3D Face Decoding Over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders. CVPR (2019)
Yuxiang Zhou, Jiankang Deng, Irene Kotsia, Stefanos Zafeiriou
Dense 3D Face Decoding over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders. CoRR (2019)
Shiyang Cheng, Michael M. Bronstein, Yuxiang Zhou, Irene Kotsia, Maja Pantic, Stefanos Zafeiriou
MeshGAN: Non-linear 3D Morphable Models of Faces. CoRR (2019)
Rae Jeong, Yusuf Aytar, David Khosid, Yuxiang Zhou, Jackie Kay, Thomas Lampe, Konstantinos Bousmalis, Francesco Nori
Self-Supervised Sim-to-Real Adaptation for Visual Robotic Manipulation. CoRR (2019)
Pak Lun Kevin Ding, Zhiqiang Li, Yuxiang Zhou, Baoxin Li
Deep residual dense U-Net for resolution enhancement in accelerated MRI acquisition. Medical Imaging: Image Processing (2019)
Wenbo Wang, Yang Gao, Heyan Huang, Yuxiang Zhou
Concept Pointer Network for Abstractive Summarization. CoRR (2019)
Philippe Pognonec, Michel Barlaud, Benoît Wattellier, Thierry Pourcher, Yuxiang Zhou, Sherazade Aknoun, Manuel Yonnet, Marc Antonini
Non Invasive Live Cell Cycle Monitoring using Quantitative Phase Imaging and Proximal Machine Learning Methods. CBMS (2019)
Jiankang Deng, Jia Guo, Yuxiang Zhou, Jinke Yu, Irene Kotsia, Stefanos Zafeiriou
RetinaFace: Single-stage Dense Face Localisation in the Wild. CoRR (2019)
Wenbo Wang, Yang Gao, Heyan Huang, Yuxiang Zhou
Concept Pointer Network for Abstractive Summarization. EMNLP/IJCNLP (1) (2019)
Shilei Qiao, Yongquan Zhou, Yuxiang Zhou, Rui Wang
A simple water cycle algorithm with percolation operator for clustering analysis. Soft Comput. 23 (12) (2019)
Jiankang Deng, George Trigeorgis, Yuxiang Zhou, Stefanos Zafeiriou
Joint Multi-View Face Alignment in the Wild. IEEE Trans. Image Process. 28 (7) (2019)
Xingxing Wang, Yuxiang Zhou, Hongjun Ni, Shuaishuai Lv, Yu Zhu, Bin Li, Jie Zhang, Zijin Wang
Study on Parametric Design and 3D Printing of Bone Gypsum Replacement Plastic Parts. AIAM (2019)
Yuxiang Zhou, Jiankang Deng, Stefanos Zafeiriou
Improve Accurate Pose Alignment and Action Localization by Dense Pose Estimation. FG (2018)
Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, Stefanos Zafeiriou
UV-GAN: Adversarial Facial UV Map Completion for Pose-Invariant Face Recognition. CVPR (2018)
Jiankang Deng, Yuxiang Zhou, Shiyang Cheng, Stefanos Zafeiriou
Cascade Multi-View Hourglass Model for Robust 3D Face Alignment. FG (2018)
Riza Alp Güler, Yuxiang Zhou, George Trigeorgis, Epameinondas Antonakos, Patrick Snape, Stefanos Zafeiriou, Iasonas Kokkinos
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild. CoRR (2018)
Yongquan Zhou, Yuxiang Zhou, Qifang Luo, Mohamed Abdel-Basset
A simplex method-based social spider optimization algorithm for clustering analysis. Eng. Appl. Artif. Intell. 64 (2017)
Jiankang Deng, Yuxiang Zhou, Stefanos Zafeiriou
Marginal Loss for Deep Face Recognition. CVPR Workshops (2017)
Yuxiang Zhou, Stefanos Zafeiriou
Deformable Models of Ears in-the-Wild for Alignment and Recognition. FG (2017)
Ziga Emersic, Dejan Stepec, Vitomir Struc, Peter Peer, Anjith George, Adil M. Ahmad, Elshibani Omar, Terrance E. Boult, Reza Safdari, Yuxiang Zhou, Stefanos Zafeiriou, Dogucan Yaman, Fevziye Irem Eyiokur, Hazim Kemal Ekenel
The Unconstrained Ear Recognition Challenge. CoRR (2017)
Jiankang Deng, Shiyang Cheng, Niannan Xue, Yuxiang Zhou, Stefanos Zafeiriou
UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition. CoRR (2017)
Ziga Emersic, Dejan Stepec, Vitomir Struc, Peter Peer, Anjith George, Adil M. Ahmad, Elshibani Omar, Terrance E. Boult, Reza Safdari, Yuxiang Zhou, Stefanos Zafeiriou, Dogucan Yaman, Fevziye Irem Eyiokur, Hazim Kemal Ekenel
The unconstrained ear recognition challenge. IJCB (2017)
Jiankang Deng, George Trigeorgis, Yuxiang Zhou, Stefanos Zafeiriou
Joint Multi-view Face Alignment in the Wild. CoRR (2017)
Yue Zhang, Yuxiang Zhou, Jie Shen, Björn W. Schuller
Semi-autonomous data enrichment based on cross-task labelling of missing targets for holistic speech analysis. ICASSP (2016)
Yuxiang Zhou, Epameinondas Antonakos, Joan Alabort-i-Medina, Anastasios Roussos, Stefanos Zafeiriou
Estimating Correspondences of Deformable Objects "In-the-Wild". CVPR (2016)
Shilei Qiao, Yongquan Zhou, Rui Wang, Yuxiang Zhou
Self-adaptive Percolation Behavior Water Cycle Algorithm. ICIC (1) (2015)
Yuxiang Zhou, Yongquan Zhou, Qifang Luo, Shilei Qiao, Rui Wang
Drift Operator for States of Matter Search Algorithm. ICIC (3) (2015)
René A. Colorado, Karan Shukla, Yuxiang Zhou, Jerry S. Wolinsky, Ponnada A. Narayana
Multi-task functional MRI in multiple sclerosis patients without clinical disability. NeuroImage 59 (1) (2012)
Yun Liao, Yuxiang Zhou, Hua Zhou, Zhihong Liang
Fingertips Detection Algorithm Based on Skin Colour Filtering and Distance Transformation. QSIC (2012)
Wen Zhou, Ping Hou, Yuxiang Zhou, Denise Chen
Reduced recruitment of orbitofrontal cortex to human social chemosensory cues in social anxiety. NeuroImage 55 (3) (2011)
Zhixiao Yang, Ming Li, Yuxiang Zhou
Embedment of 3D virtual human into webpages for visual speech synthesis purpose. VECIMS (2009)