Multi-view Positive and Unlabeled Learning. - Joey Tianyi Zhou; Sinno Jialin Pan; Qi Mao 001; Ivor W. Tsang (ACML, 2012)

Hybrid Heterogeneous Transfer Learning through Deep Learning. - Joey Tianyi Zhou; Sinno Jialin Pan; Ivor W. Tsang; Yan Yan 006 (AAAI, 2014)

Deep Representations to Model User 'Likes'. - Sharath Chandra Guntuku; Joey Tianyi Zhou; Sujoy Roy; Weisi Lin; Ivor W. Tsang (ACCV (1), 2014)

Heterogeneous Domain Adaptation for Multiple Classes. - Joey Tianyi Zhou; Ivor W. Tsang; Sinno Jialin Pan; Mingkui Tan (AISTATS, 2014)

Feature Disentangling Machine - A Novel Approach of Feature Selection and Disentangling in Facial Expression Analysis. - Ping Liu 004; Joey Tianyi Zhou; Ivor Wai-Hung Tsang; Zibo Meng; Shizhong Han; Yan Tong (ECCV (4), 2014)

Can Partial Strong Labels Boost Multi-label Object Recognition? - Hao Yang 033; Joey Tianyi Zhou; Yu Zhang 004; Bin-Bin Gao; Jianxin Wu 001; Jianfei Cai 001 (CoRR, 2015)

New approaches for heterogeneous transfer learning - Joey Tianyi Zhou (2015)

Transfer Learning for Cross-Language Text Categorization through Active Correspondences Construction. - Joey Tianyi Zhou; Sinno Jialin Pan; Ivor W. Tsang; Shen-Shyang Ho (AAAI, 2016)

Exploit Bounding Box Annotations for Multi-Label Object Recognition. - Hao Yang 033; Joey Tianyi Zhou; Yu Zhang 004; Bin-Bin Gao; Jianxin Wu 001; Jianfei Cai 001 (CVPR, 2016)

Improving Multi-label Learning with Missing Labels by Structured Semantic Correlations. - Hao Yang 033; Joey Tianyi Zhou; Jianfei Cai 001 (ECCV (1), 2016)

Transfer Hashing with Privileged Information. - Joey Tianyi Zhou; Xinxing Xu; Sinno Jialin Pan; Ivor W. Tsang; Zheng Qin 004; Rick Siow Mong Goh (IJCAI, 2016)

Simple and Efficient Learning using Privileged Information. - Xinxing Xu; Joey Tianyi Zhou; Ivor W. Tsang; Zheng Qin 004; Rick Siow Mong Goh; Yong Liu 026 (CoRR, 2016)

N-ary Error Correcting Coding Scheme. - Joey Tianyi Zhou; Ivor W. Tsang; Shen-Shyang Ho; Klaus-Robert Müller (CoRR, 2016)

Understanding Deep Representations Learned in Modeling Users Likes. - Sharath Chandra Guntuku; Joey Tianyi Zhou; Sujoy Roy; Weisi Lin; Ivor W. Tsang (IEEE Trans. Image Process., 2016)

MIML-FCN+: Multi-Instance Multi-Label Learning via Fully Convolutional Networks with Privileged Information. - Hao Yang 033; Joey Tianyi Zhou; Jianfei Cai 001; Yew-Soon Ong (CVPR, 2017)

SC2Net: Sparse LSTMs for Sparse Coding. - Joey Tianyi Zhou; Kai Di; Jiawei Du; Xi Peng 001; Hao Yang 033; Sinno Jialin Pan; Ivor W. Tsang; Yong Liu 026; Zheng Qin 004; Rick Siow Mong Goh (AAAI, 2018)

A Learning-based Approach for Error Compensation of Industrial Manipulator with Hybrid Model. - Wei Jing; Joey Tianyi Zhou; Fei Gao; Yong Liu 026; Pey Yuen Tao; Guilin Yang (ICARCV, 2018)

Guide them through: An automatic crowd control framework using multi-objective genetic programming. - Nan Hu; Jinghui Zhong; Joey Tianyi Zhou; Suiping Zhou; Wentong Cai 001; Christopher P. Monterola (Appl. Soft Comput., 2018)

Action Recognition for Depth Video using Multi-view Dynamic Images. - Yang Xiao 007; Jun Chen; Zhiguo Cao 001; Joey Tianyi Zhou; Xiang Bai (CoRR, 2018)

Towards Good Practices on Building Effective CNN Baseline Model for Person Re-identification. - Fu Xiong; Yang Xiao 007; Zhiguo Cao 001; Kaicheng Gong; Zhiwen Fang; Joey Tianyi Zhou (CoRR, 2018)

k-meansNet: When k-means Meets Differentiable Programming. - Xi Peng 001; Joey Tianyi Zhou; Hongyuan Zhu (CoRR, 2018)

'Who Likes What and, Why?' Insights into Modeling Users' Personality Based on Image 'Likes'. - Sharath Chandra Guntuku; Joey Tianyi Zhou; Sujoy Roy; Weisi Lin; Ivor W. Tsang (IEEE Trans. Affect. Comput., 2018)

Structured AutoEncoders for Subspace Clustering. - Xi Peng 001; Jiashi Feng; Shijie Xiao; Wei-Yun Yau; Joey Tianyi Zhou; Songfan Yang (IEEE Trans. Image Process., 2018)

Transfer Hashing: From Shallow to Deep. - Joey Tianyi Zhou; Heng Zhao 004; Xi Peng 001; Meng Fang; Zheng Qin 004; Rick Siow Mong Goh (IEEE Trans. Neural Networks Learn. Syst., 2018)

Inter-Class Angular Loss for Convolutional Neural Networks. - Le Hui; Xiang Li 041; Chen Gong 002; Meng Fang; Joey Tianyi Zhou; Jian Yang 003 (AAAI, 2019)

Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective. - Hongyuan Zhu; Xi Peng 001; Joey Tianyi Zhou; Songfan Yang; Vijay Chanderasekh; Liyuan Li; Joo-Hwee Lim (AAAI, 2019)

Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition. - Joey Tianyi Zhou; Hao Zhang 048; Di Jin; Hongyuan Zhu; Meng Fang; Rick Siow Mong Goh; Kenneth Kwok (ACL (1), 2019)

Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering. - Ruihuang Li; Changqing Zhang; Huazhu Fu; Xi Peng 001; Joey Tianyi Zhou; Qinghua Hu (ICCV, 2019)

A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth Image. - Fu Xiong; Boshen Zhang; Yang Xiao 007; Zhiguo Cao 001; Taidong Yu; Joey Tianyi Zhou; Junsong Yuan 001 (ICCV, 2019)

COMIC: Multi-view Clustering Without Parameter Selection. - Xi Peng 001; Zhenyu Huang 005; Jiancheng Lv 001; Hongyuan Zhu; Joey Tianyi Zhou (ICML, 2019)

Multi-view Spectral Clustering Network. - Zhenyu Huang 005; Joey Tianyi Zhou; Xi Peng 001; Changqing Zhang; Hongyuan Zhu; Jiancheng Lv 001 (IJCAI, 2019)

CPM-Nets: Cross Partial Multi-View Networks. - Changqing Zhang; Zongbo Han; Yajie Cui; Huazhu Fu; Joey Tianyi Zhou; Qinghua Hu (NeurIPS, 2019)

A deep learning framework for Hybrid Heterogeneous Transfer Learning. - Joey Tianyi Zhou; Sinno Jialin Pan; Ivor W. Tsang (Artif. Intell., 2019)

Towards Real-time Eyeblink Detection in The Wild: Dataset, Theory and Practices. - Guilei Hu; Yang Xiao 007; Zhiguo Cao 001; Lubin Meng; Zhiwen Fang; Joey Tianyi Zhou (CoRR, 2019)

Is BERT Really Robust? Natural Language Attack on Text Classification and Entailment. - Di Jin; Zhijing Jin 001; Joey Tianyi Zhou; Peter Szolovits (CoRR, 2019)

Robust Regression via Deep Negative Correlation Learning. - Le Zhang 001; Zenglin Shi; Ming-Ming Cheng; Yun Liu 011; Jia-Wang Bian; Joey Tianyi Zhou; Guoyan Zheng; Zeng Zeng (CoRR, 2019)

Action recognition for depth video using multi-view dynamic images. - Yang Xiao 007; Jun Chen; Yancheng Wang; Zhiguo Cao 001; Joey Tianyi Zhou; Xiang Bai (Inf. Sci., 2019)

Multi-class Heterogeneous Domain Adaptation. - Joey Tianyi Zhou; Ivor W. Tsang; Sinno Jialin Pan; Mingkui Tan (J. Mach. Learn. Res., 2019)

N-ary decomposition for multi-class classification. - Joey Tianyi Zhou; Ivor W. Tsang; Shen-Shyang Ho; Klaus-Robert Müller (Mach. Learn., 2019)

Multiple Marginal Fisher Analysis. - Zhenyu Huang 005; Hongyuan Zhu; Joey Tianyi Zhou; Xi Peng 001 (IEEE Trans. Ind. Electron., 2019)

AnomalyNet: An Anomaly Detection Network for Video Surveillance. - Joey Tianyi Zhou; Jiawei Du; Hongyuan Zhu; Xi Peng 001; Yong Liu 026; Rick Siow Mong Goh (IEEE Trans. Inf. Forensics Secur., 2019)

Beyond Majority Voting: A Coarse-to-Fine Label Filtration for Heavily Noisy Labels. - Bo Han 003; Ivor W. Tsang; Ling Chen 006; Joey Tianyi Zhou; Celina Ping Yu (IEEE Trans. Neural Networks Learn. Syst., 2019)

Learning With Annotation of Various Degrees. - Joey Tianyi Zhou; Meng Fang; Hao Zhang 048; Chen Gong 002; Xi Peng 001; Zhiguo Cao 001; Rick Siow Mong Goh (IEEE Trans. Neural Networks Learn. Syst., 2019)

Unsupervised Domain Adaptation on Reading Comprehension. - Yu Cao 014; Meng Fang; Baosheng Yu; Joey Tianyi Zhou (AAAI, 2020)

Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment. - Di Jin; Zhijing Jin 001; Joey Tianyi Zhou; Peter Szolovits (AAAI, 2020)

Hooks in the Headline: Learning to Generate Headlines with Controlled Styles. - Di Jin; Zhijing Jin 001; Joey Tianyi Zhou; Lisa Orii; Peter Szolovits (ACL, 2020)

Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering. - Ming Yan 007; Hao Zhang 048; Di Jin; Joey Tianyi Zhou (ACL, 2020)

Span-based Localizing Network for Natural Language Video Localization. - Hao Zhang 048; Aixin Sun; Wei Jing; Joey Tianyi Zhou (ACL, 2020)

3DV: 3D Dynamic Voxel for Action Recognition in Depth Video. - Yancheng Wang; Yang Xiao 007; Fu Xiong; Wenxiang Jiang 001; Zhiguo Cao 001; Joey Tianyi Zhou; Junsong Yuan 001 (CVPR, 2020)

Deep Reinforcement Learning for RIS-Aided Non-Orthogonal Multiple Access Downlink Networks. - Zhong Yang 001; Yuanwei Liu; Yue Chen 002; Joey Tianyi Zhou (GLOBECOM, 2020)

Adaptive Precision Training for Resource Constrained Devices. - Tian Huang; Tao Luo 014; Joey Tianyi Zhou (ICDCS, 2020)

The Power Of Triply Complementary Priors For Image Compressive Sensing. - Zhiyuan Zha; Xin Yuan 002; Joey Tianyi Zhou; Jiantao Zhou 001; Bihan Wen; Ce Zhu (ICIP, 2020)

Query-efficient Meta Attack to Deep Neural Networks. - Jiawei Du; Hu Zhang 005; Joey Tianyi Zhou; Yi Yang 001; Jiashi Feng (ICLR, 2020)

Speaker and Phoneme-Aware Speech Bandwidth Extension with Residual Dual-Path Network. - Nana Hou; Chenglin Xu; Van Tung Pham; Joey Tianyi Zhou; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2020)

Multi-Task Learning for End-to-End Noise-Robust Bandwidth Extension. - Nana Hou; Chenglin Xu; Joey Tianyi Zhou; Eng Siong Chng; Haizhou Li 001 (INTERSPEECH, 2020)

Partially View-aligned Clustering. - Zhenyu Huang 005; Peng Hu 002; Joey Tianyi Zhou; Jiancheng Lv 001; Xi Peng 001 (NeurIPS, 2020)

Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games. - Yunqiu Xu; Meng Fang; Ling Chen 006; Yali Du 001; Joey Tianyi Zhou; Chengqi Zhang (NeurIPS, 2020)

iMSCGnet: Iterative Multi-Scale Context-Guided Segmentation of Skin Lesion in Dermoscopic Images. - Yujiao Tang; Zhiwen Fang; Shaofeng Yuan; Chang'an A. Zhan; Yanyan Xing; Joey Tianyi Zhou; Feng Yang 012 (IEEE Access, 2020)

Unsupervised Domain Adaptation for Neural Machine Translation with Iterative Back Translation. - Di Jin; Zhijing Jin 001; Joey Tianyi Zhou; Peter Szolovits (CoRR, 2020)

Collaborative Inference for Efficient Remote Monitoring. - Chi Zhang 007; Yong Sheng Soh; Ling Feng; Tianyi Zhou 007; Qianxiao Li (CoRR, 2020)

Heterogeneous Representation Learning: A Review. - Joey Tianyi Zhou; Xi Peng 001; Yew-Soon Ong (CoRR, 2020)

RAIN: Robust and Accurate Classification Networks with Randomization and Enhancement. - Jiawei Du; Hanshu Yan; Joey Tianyi Zhou; Rick Siow Mong Goh; Jiashi Feng (CoRR, 2020)

Omni-supervised Facial Expression Recognition: A Simple Baseline. - Ping Liu 004; Yunchao Wei; Zibo Meng; Weihong Deng; Joey Tianyi Zhou; Yi Yang 001 (CoRR, 2020)

EDCompress: Energy-Aware Model Compression with Dataflow. - Zhehui Wang; Tao Luo 014; Joey Tianyi Zhou; Rick Siow Mong Goh (CoRR, 2020)

ECML: An Ensemble Cascade Metric Learning Mechanism towards Face Verification. - Fu Xiong; Yang Xiao 007; Zhiguo Cao 001; Yancheng Wang; Joey Tianyi Zhou; Jianxi Wu (CoRR, 2020)

Point Adversarial Self Mining: A Simple Method for Facial Expression Recognition in the Wild. - Ping Liu 004; Yuewei Lin; Zibo Meng; Weihong Deng; Joey Tianyi Zhou; Yi Yang 001 (CoRR, 2020)

Deep N-ary Error Correcting Output Codes. - Hao Zhang 048; Joey Tianyi Zhou; Tianying Wang; Ivor W. Tsang; Rick Siow Mong Goh (CoRR, 2020)

Deep Neural Networks with Short Circuits for Improved Gradient Learning. - Ming Yan 007; Xueli Xiao; Joey Tianyi Zhou; Yi Pan 001 (CoRR, 2020)

Big Cross-Modal Social Media Data Analytics With Deep Intelligence. - Yang Wang 023; Meng Fang; Joey Tianyi Zhou; Tingting Mu; Dacheng Tao (IEEE Multim., 2020)

Multi-graph fusion for multi-view spectral clustering. - Zhao Kang 001; Guoxin Shi; Shudong Huang; Wenyu Chen 001; Xiaorong Pu; Joey Tianyi Zhou; Zenglin Xu (Knowl. Based Syst., 2020)

Partition level multiview subspace clustering. - Zhao Kang 001; Xinjia Zhao; Chong Peng 001; Hongyuan Zhu; Joey Tianyi Zhou; Xi Peng 001; Wenyu Chen 001; Zenglin Xu (Neural Networks, 2020)

Attention-Driven Loss for Anomaly Detection in Video Surveillance. - Joey Tianyi Zhou; Le Zhang 001; Zhiwen Fang; Jiawei Du; Xi Peng 001; Yang Xiao 007 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Towards Real-Time Eyeblink Detection in the Wild: Dataset, Theory and Practices. - Guilei Hu; Yang Xiao 007; Zhiguo Cao 001; Lubin Meng; Zhiwen Fang; Joey Tianyi Zhou; Junsong Yuan 001 (IEEE Trans. Inf. Forensics Secur., 2020)

Zero-Shot Image Dehazing. - Boyun Li; Yuanbiao Gou; Jerry Zitao Liu; Hongyuan Zhu; Joey Tianyi Zhou; Xi Peng 001 (IEEE Trans. Image Process., 2020)

Deep Subspace Clustering. - Xi Peng 001; Jiashi Feng; Joey Tianyi Zhou; Yingjie Lei; Shuicheng Yan (IEEE Trans. Neural Networks Learn. Syst., 2020)

Deep Clustering With Sample-Assignment Invariance Prior. - Xi Peng 001; Hongyuan Zhu; Jiashi Feng; Chunhua Shen; Haixian Zhang; Joey Tianyi Zhou (IEEE Trans. Neural Networks Learn. Syst., 2020)

RoSeq: Robust Sequence Labeling. - Joey Tianyi Zhou; Hao Zhang 048; Di Jin; Xi Peng 001; Yang Xiao 007; Zhiguo Cao 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Contrastive Clustering. - Yunfan Li 003; Peng Hu 002; Jerry Zitao Liu; Dezhong Peng; Joey Tianyi Zhou; Xi Peng 001 (AAAI, 2021)

Parallel Attention Network with Sequence Matching for Video Grounding. - Hao Zhang 048; Aixin Sun; Wei Jing; Liangli Zhen; Joey Tianyi Zhou; Rick Siow Mong Goh (ACL/IJCNLP (Findings), 2021)

PointBA: Towards Backdoor Attacks in 3D Point Cloud. - Xinke Li; Zhirui Chen; Yue Zhao; Zekun Tong; Yabang Zhao; Andrew Lim 001; Joey Tianyi Zhou (ICCV, 2021)

Trusted Multi-View Classification. - Zongbo Han; Changqing Zhang; Huazhu Fu; Joey Tianyi Zhou (ICLR, 2021)

Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions. - Huan Ma; Zongbo Han; Changqing Zhang; Huazhu Fu; Joey Tianyi Zhou; Qinghua Hu (NeurIPS, 2021)

Video Corpus Moment Retrieval with Contrastive Learning. - Hao Zhang 048; Aixin Sun; Wei Jing; Guoshun Nan; Liangli Zhen; Joey Tianyi Zhou; Rick Siow Mong Goh (SIGIR, 2021)

Evolutionary Multi-Objective Model Compression for Deep Neural Networks. - Zhehui Wang; Tao Luo 014; Miqing Li; Joey Tianyi Zhou; Rick Siow Mong Goh; Liangli Zhen (IEEE Comput. Intell. Mag., 2021)

Towards Debiasing Temporal Sentence Grounding in Video. - Hao Zhang 048; Aixin Sun; Wei Jing; Joey Tianyi Zhou (CoRR, 2021)

You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network. - Boyun Li; Yuanbiao Gou; Shuhang Gu; Zitao Liu 001; Joey Tianyi Zhou; Xi Peng 001 (Int. J. Comput. Vis., 2021)

LPQ++: A discriminative blur-insensitive textural descriptor with spatial-channel interaction. - Zihao Zhu; Yang Xiao 007; Shuai Li; Zhiguo Cao 001; Zhiwen Fang; Joey Tianyi Zhou (Inf. Sci., 2021)

Ordered or Orderless: A Revisit for Video Based Person Re-Identification. - Le Zhang 001; Zenglin Shi; Joey Tianyi Zhou; Ming-Ming Cheng; Yun Liu 011; Jia-Wang Bian; Zeng Zeng; Chunhua Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Nonlinear Regression via Deep Negative Correlation Learning. - Le Zhang 001; Zenglin Shi; Ming-Ming Cheng; Yun Liu 011; Jia-Wang Bian; Joey Tianyi Zhou; Guoyan Zheng; Zeng Zeng (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Correction to "Nonlinear Regression via Deep Negative Correlation Learning". - Le Zhang 001; Zenglin Shi; Ming-Ming Cheng; Yun Liu 011; Jia-Wang Bian; Joey Tianyi Zhou; Guoyan Zheng; Zeng Zeng (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Dual Adversarial Transfer for Sequence Labeling. - Joey Tianyi Zhou; Hao Zhang 048; Di Jin; Xi Peng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Single-Image Dehazing via Compositional Adversarial Network. - Hongyuan Zhu; Yi Cheng; Xi Peng 001; Joey Tianyi Zhou; Zhao Kang 001; Shijian Lu; Zhiwen Fang; Liyuan Li; Joo-Hwee Lim (IEEE Trans. Cybern., 2021)

Deep Spectral Representation Learning From Multi-View Data. - Zhenyu Huang 005; Joey Tianyi Zhou; Hongyuan Zhu; Changqing Zhang; Jiancheng Lv 001; Xi Peng 001 (IEEE Trans. Image Process., 2021)

Triply Complementary Priors for Image Restoration. - Zhiyuan Zha; Bihan Wen; Xin Yuan 002; Joey Tianyi Zhou; Jiantao Zhou 001; Ce Zhu (IEEE Trans. Image Process., 2021)

Multi-Encoder Towards Effective Anomaly Detection in Videos. - Zhiwen Fang; Joey Tianyi Zhou; Yang Xiao 007; Yanan Li 006; Feng Yang 012 (IEEE Trans. Multim., 2021)

Introduction to Big Multimodal Multimedia Data with Deep Analytics. - Yang Wang 023; Meng Fang; Joey Tianyi Zhou; Tingting Mu; Dacheng Tao (ACM Trans. Multim. Comput. Commun. Appl., 2021)

Concurrent Processing Cluster Design to Empower Simultaneous Prediction for Hundreds of Vessels' Trajectories in Near Real-Time. - Zhe Xiao; Liye Zhang; Xiuju Fu; Wanbing Zhang; Joey Tianyi Zhou; Rick Siow Mong Goh (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Distributed Monitoring for Energy Infrastructures: A Two-Tier Analysis over Wireless Networks. - Chi Zhang 007; Liangli Zhen; Joey Zhou; Cen Chen 001 (IEEE Wirel. Commun., 2021)

Perceiving the World: Question-guided Reinforcement Learning for Text-based Games. - Yunqiu Xu; Meng Fang; Ling Chen 006; Yali Du 001; Joey Tianyi Zhou; Chengqi Zhang (ACL (1), 2022)

C3P: Cross-Domain Pose Prior Propagation for Weakly Supervised 3D Human Pose Estimation. - Cunlin Wu; Yang Xiao 007; Boshen Zhang; Mingyang Zhang; Zhiguo Cao 001; Joey Tianyi Zhou (ECCV (5), 2022)

Cost-effective Elderly Fall Detection with Symmetry Transformer Networks. - Bing Li 002; Wei Cui 002; Yanru Chen; Joey Tianyi Zhou; Zhenghua Chen; Yuli Li; Min Wu 008 (HPCC/DSS/SmartCity/DependSys, 2022)

Efficient Sharpness-aware Minimization for Improved Training of Neural Networks. - Jiawei Du; Hanshu Yan; Jiashi Feng; Joey Tianyi Zhou; Liangli Zhen; Rick Siow Mong Goh; Vincent Y. F. Tan (ICLR, 2022)

Deep Unfolding for Compressed Sensing with Denoiser. - Chi Ma; Joey Tianyi Zhou; Xiao Zhang 006; Yu Zhou 027 (ICME, 2022)

An Efficient Defending Mechanism Against Image Attacking on Medical Image Segmentation Models. - Linh D. Le; Huazhu Fu; Xinxing Xu; Yong Liu 026; Yanyu Xu; Jiawei Du; Joey Tianyi Zhou; Rick Siow Mong Goh (REMIA@MICCAI, 2022)

Attentive Graph Neural Networks for Few-Shot Learning. - Hao Cheng 016; Joey Tianyi Zhou; Wee Peng Tay; Bihan Wen (MIPR, 2022)

Real-time Embedded Demo System for Fall Detection under 15W Power. - Junyi Lu; Wenxiang Jiang 001; Yang Xiao 007; Tingbing Yan; Zhiguo Cao 001; Zhiwen Fang; Joey Tianyi Zhou (HCMA@MM, 2022)

Sharpness-Aware Training for Free. - Jiawei Du; Daquan Zhou; Jiashi Feng; Vincent Y. F. Tan; Joey Tianyi Zhou (NeurIPS, 2022)

Multi-Scale Adaptive Network for Single Image Denoising. - Yuanbiao Gou; Peng Hu 002; Jiancheng Lv 001; Joey Tianyi Zhou; Xi Peng 001 (NeurIPS, 2022)

Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation. - Gabriel Tjio; Ping Liu 004; Joey Tianyi Zhou; Rick Siow Mong Goh (WACV, 2022)

3D human pose estimation with cross-modality training and multi-scale local refinement. - Boshen Zhang; Yang Xiao 007; Fu Xiong; Cunlin Wu; Zhiguo Cao 001; Ping Liu 004; Joey Tianyi Zhou (Appl. Soft Comput., 2022)

The Elements of Temporal Sentence Grounding in Videos: A Survey and Future Directions. - Hao Zhang 048; Aixin Sun; Wei Jing; Joey Tianyi Zhou (CoRR, 2022)

TFormer: 3D Tooth Segmentation in Mesh Scans with Geometry Guided Transformer. - Huimin Xiong; Kunle Li; Kaiyuan Tan; Yang Feng 011; Joey Tianyi Zhou; Jin Hao; Zuozhu Liu (CoRR, 2022)

Dynamic thresholding for video anomaly detection. - Diyang Jia; Xiao Zhang 006; Joey Tianyi Zhou; Pan Lai; Yifei Wei (IET Image Process., 2022)

Enhanced gradient learning for deep neural networks. - Ming Yan 007; Jianxi Yang; Cen Chen 001; Joey Tianyi Zhou; Yi Pan 001; Zeng Zeng (IET Image Process., 2022)

Introduction to the Special Issue on edge intelligence: Neurocomputing meets edge computing. - Zeng Zeng; Cen Chen 002; Bharadwaj Veeravalli; Keqin Li 001; Joey Tianyi Zhou (Neurocomputing, 2022)

XAI Beyond Classification: Interpretable Neural Clustering. - Xi Peng 001; Yunfan Li 003; Ivor W. Tsang; Hongyuan Zhu; Jiancheng Lv 001; Joey Tianyi Zhou (J. Mach. Learn. Res., 2022)

APT: The master-copy-free training method for quantised neural network on edge devices. - Tian Huang; Tao Luo 014; Joey Tianyi Zhou (J. Parallel Distributed Comput., 2022)

Hardware-software co-exploration with racetrack memory based in-memory computing for CNN inference in embedded systems. - Benjamin Chen Ming Choong; Tao Luo 014; Cheng Liu 008; Bingsheng He; Wei Zhang 012; Joey Tianyi Zhou (J. Syst. Archit., 2022)

Adversarial multimodal fusion with attention mechanism for skin lesion classification using clinical and dermoscopic images. - Yan Wang 015; Yangqin Feng; Lei Zhang 005; Joey Tianyi Zhou; Yong Liu 026; Rick Siow Mong Goh; Liangli Zhen (Medical Image Anal., 2022)

Deep Partial Multi-View Learning. - Changqing Zhang; Yajie Cui; Zongbo Han; Joey Tianyi Zhou; Huazhu Fu; Qinghua Hu (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Natural Language Video Localization: A Revisit in Span-Based Question Answering Framework. - Hao Zhang 048; Aixin Sun; Wei Jing; Liangli Zhen; Joey Tianyi Zhou; Rick Siow Mong Goh (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Locality-Aware Crowd Counting. - Joey Tianyi Zhou; Le Zhang 001; Jiawei Du; Xi Peng 001; Zhiwen Fang; Zhe Xiao; Hongyuan Zhu (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Hierarchical Graph Neural Networks for Few-Shot Learning. - Cen Chen 002; Kenli Li 001; Wei Wei 006; Joey Tianyi Zhou; Zeng Zeng (IEEE Trans. Circuits Syst. Video Technol., 2022)

Feature Selection With Multi-Source Transfer. - Joey Tianyi Zhou (IEEE Trans. Circuits Syst. Video Technol., 2022)

Deep-LIFT: Deep Label-Specific Feature Learning for Image Annotation. - Junbing Li; Changqing Zhang; Joey Tianyi Zhou; Huazhu Fu; Shuyin Xia; Qinghua Hu (IEEE Trans. Cybern., 2022)

Point Adversarial Self-Mining: A Simple Method for Facial Expression Recognition. - Ping Liu 004; Yuewei Lin; Zibo Meng; Lu Lu; Weihong Deng; Joey Tianyi Zhou; Yi Yang 001 (IEEE Trans. Cybern., 2022)

ECML: An Ensemble Cascade Metric-Learning Mechanism Toward Face Verification. - Fu Xiong; Yang Xiao 007; Zhiguo Cao 001; Yancheng Wang; Joey Tianyi Zhou; Jianxin Wu 001 (IEEE Trans. Cybern., 2022)

Person Re-Identification With Hierarchical Discriminative Spatial Aggregation. - Mingyang Zhang; Yang Xiao 007; Fu Xiong; Shuai Li; Zhiguo Cao 001; Zhiwen Fang; Joey Tianyi Zhou (IEEE Trans. Inf. Forensics Secur., 2022)

Memory-Assistant Collaborative Language Understanding for Artificial Intelligence of Things. - Ming Yan 007; Cen Chen 002; Jiawei Du; Xi Peng 001; Joey Tianyi Zhou; Zeng Zeng (IEEE Trans. Ind. Informatics, 2022)

Deep Supervised Domain Adaptation for Pneumonia Diagnosis From Chest X-Ray Images. - Yangqin Feng; Xinxing Xu; Yan Wang 015; Xiaofeng Lei; Soo Kng Teo; Jordan Zheng Ting Sim; Yonghan Ting; Liangli Zhen; Joey Tianyi Zhou; Yong Liu 026; Cher Heng Tan (IEEE J. Biomed. Health Informatics, 2022)

Anomaly Detection With Bidirectional Consistency in Videos. - Zhiwen Fang; Jiafei Liang; Joey Tianyi Zhou; Yang Xiao 007; Feng Yang 012 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Discriminative Multi-View Dynamic Image Fusion for Cross-View 3-D Action Recognition. - Yancheng Wang; Yang Xiao 007; Junyi Lu; Bo Tan; Zhiguo Cao 001; Zhenjun Zhang; Joey Tianyi Zhou (IEEE Trans. Neural Networks Learn. Syst., 2022)

Deep Multimodal Transfer Learning for Cross-Modal Retrieval. - Liangli Zhen; Peng Hu 002; Xi Peng 001; Rick Siow Mong Goh; Joey Tianyi Zhou (IEEE Trans. Neural Networks Learn. Syst., 2022)

Utility Optimal Thread Assignment and Resource Allocation in Multi-Server Systems. - Pan Lai; Rui Fan 004; Xiao Zhang 006; Wei Zhang 082; Fang Liu 009; Joey Tianyi Zhou (IEEE/ACM Trans. Netw., 2022)

Deep Learning for Latent Events Forecasting in Content Caching Networks. - Zhong Yang 001; Yuanwei Liu; Yue Chen 002; Joey Tianyi Zhou (IEEE Trans. Wirel. Commun., 2022)

Simultaneously Transmitting and Reflecting Intelligent Omni-Surfaces: Modeling and Implementation. - Jiaqi Xu; Yuanwei Liu; Xidong Mu; Joey Tianyi Zhou; Lingyang Song; H. Vincent Poor; Lajos Hanzo (IEEE Veh. Technol. Mag., 2022)

Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation. - Jiawei Du; Yidi Jiang; Vincent Y. F. Tan; Joey Tianyi Zhou; Haizhou Li 001 (CVPR, 2023)

A2J-Transformer: Anchor-to-Joint Transformer Network for 3D Interacting Hand Pose Estimation from a Single RGB Image. - Changlong Jiang; Yang Xiao 007; Cunlin Wu; Mingyang Zhang; Jinghong Zheng 002; Zhiguo Cao 001; Joey Tianyi Zhou (CVPR, 2023)

Real-time Multi-person Eyeblink Detection in the Wild for Untrimmed Video. - Wenzheng Zeng; Yang Xiao 007; Sicheng Wei; Jinfang Gan; Xintao Zhang; Zhiguo Cao 001; Zhiwen Fang; Joey Tianyi Zhou (CVPR, 2023)

Frequency Guidance Matters in Few-Shot Learning. - Hao Cheng 016; Siyuan Yang 001; Joey Tianyi Zhou; Lanqing Guo; Bihan Wen (ICCV, 2023)

Robust Geometry-Preserving Depth Estimation Using Differentiable Rendering. - Chi Zhang 067; Wei Yin 006; Gang Yu 002; Zhibin Wang 004; Tao Chen 003; Bin Fu; Joey Tianyi Zhou; Chunhua Shen (ICCV, 2023)

Semi-Supervised Few-Shot Segmentation with Noisy Support Images. - Runtong Zhang; Hongyuan Zhu; Hanwang Zhang; Chen Gong 002; Joey Tianyi Zhou; Fanman Meng (ICIP, 2023)

Meta Knowledge Condensation for Federated Learning. - Ping Liu 004; Xin Yu 002; Joey Tianyi Zhou (ICLR, 2023)

Calibrating Multimodal Learning. - Huan Ma; Qingyang Zhang; Changqing Zhang; Bingzhe Wu; Huazhu Fu; Joey Tianyi Zhou; Qinghua Hu (ICML, 2023)

dugMatting: Decomposed-Uncertainty-Guided Matting. - Jiawei Wu 001; Changqing Zhang; Zuoyong Li; Huazhu Fu; Xi Peng 001; Joey Tianyi Zhou (ICML, 2023)

Provable Dynamic Fusion for Low-Quality Multimodal Data. - Qingyang Zhang; Haitao Wu; Changqing Zhang; Qinghua Hu; Huazhu Fu; Joey Tianyi Zhou; Xi Peng 001 (ICML, 2023)

TSegFormer: 3D Tooth Segmentation in Intraoral Scans with Geometry Guided Transformer. - Huimin Xiong; Kunle Li; Kaiyuan Tan; Yang Feng 011; Joey Tianyi Zhou; Jin Hao; Haochao Ying; Jian Wu 001; Zuozhu Liu (MICCAI (6), 2023)

Towards Distribution-Agnostic Generalized Category Discovery. - Jianhong Bai; Zuozhu Liu; Hualiang Wang; Ruizhe Chen; Lianrui Mu; Xiaomeng Li 001; Joey Tianyi Zhou; Yang Feng 011; Jian Wu 001; Haoji Hu (NeurIPS, 2023)

Fast Model DeBias with Machine Unlearning. - Ruizhe Chen; Jianfei Yang; Huimin Xiong; Jianhong Bai; Tianxiang Hu; Jin Hao; Yang Feng 011; Joey Tianyi Zhou; Jian Wu 001; Zuozhu Liu (NeurIPS, 2023)

Sequential Subset Matching for Dataset Distillation. - Jiawei Du; Qin Shi 005; Joey Tianyi Zhou (NeurIPS, 2023)

You Only Condense Once: Two Rules for Pruning Condensed Datasets. - Yang He 002; Lingao Xiao; Joey Tianyi Zhou (NeurIPS, 2023)

Cross-modal Active Complementary Learning with Self-refining Correspondence. - Yang Qin; Yuan Sun 016; Dezhong Peng; Joey Tianyi Zhou; Xi Peng 001; Peng Hu 002 (NeurIPS, 2023)

Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer. - Zikai Xiao; Zihan Chen 001; Songshang Liu; Hualiang Wang; Yang Feng 011; Jin Hao; Joey Tianyi Zhou; Jian Wu 001; Howard H. Yang; Zuozhu Liu (NeurIPS, 2023)

Adaptive Stylization Modulation for Domain Generalized Semantic Segmentation. - Gabriel Tjio; Ping Liu 004; Chee-Keong Kwoh 001; Joey Tianyi Zhou (CoRR, 2023)

Generating Reliable Pixel-Level Labels for Source Free Domain Adaptation. - Gabriel Tjio; Ping Liu 004; Yawei Luo; Chee Keong Kwoh 001; Joey Tianyi Zhou (CoRR, 2023)

Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance Detection. - Kairui Hu; Ming Yan 007; Joey Tianyi Zhou; Ivor W. Tsang; Wen Haw Chong; Yong Keong Yap (CoRR, 2023)

Robust Geometry-Preserving Depth Estimation Using Differentiable Rendering. - Chi Zhang 007; Wei Yin 006; Gang Yu 002; Zhibin Wang 004; Tao Chen 003; Bin Fu; Joey Tianyi Zhou; Chunhua Shen (CoRR, 2023)

Contrastive domain adaptation with consistency match for automated pneumonia diagnosis. - Yangqin Feng; Zizhou Wang; Xinxing Xu; Yan Wang 015; Huazhu Fu; Shaohua Li 003; Liangli Zhen; Xiaofeng Lei; Yingnan Cui; Jordan Zheng Ting Sim; Yonghan Ting; Joey Tianyi Zhou; et al. (Medical Image Anal., 2023)

Trusted Multi-View Classification With Dynamic Evidential Fusion. - Zongbo Han; Changqing Zhang; Huazhu Fu; Joey Tianyi Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Eyelid's Intrinsic Motion-Aware Feature Learning for Real-Time Eyeblink Detection in the Wild. - Wenzheng Zeng; Yang Xiao 007; Guilei Hu; Zhiguo Cao 001; Sicheng Wei; Zhiwen Fang; Joey Tianyi Zhou; Junsong Yuan 001 (IEEE Trans. Inf. Forensics Secur., 2023)

Graph Neural Networks With Triple Attention for Few-Shot Learning. - Hao Cheng 016; Joey Tianyi Zhou; Wee Peng Tay; Bihan Wen (IEEE Trans. Multim., 2023)

Simultaneously Transmitting and Reflecting (STAR)-RISs: Are They Applicable to Dual-Sided Incidence? - Jiaqi Xu; Xidong Mu; Joey Tianyi Zhou; Yuanwei Liu (IEEE Wirel. Commun. Lett., 2023)

Multi-spectral template matching based object detection in a few-shot learning manner. - Chen Feng 002; Zhiguo Cao 001; Yang Xiao 007; Zhiwen Fang; Joey Tianyi Zhou (Inf. Sci., 2023)

CoRec: An Efficient Internet Behavior-based Recommendation Framework with Edge-cloud Collaboration on Deep Convolution Neural Networks. - Yangfan Li; Kenli Li 001; Wei Wei 006; Tianyi Zhou 007; Cen Chen 002 (ACM Trans. Sens. Networks, 2023)

Robust Edge AI for Real-Time Industry 4.0 Applications in 5G Environment. - Xiaofeng Zou; Kenli Li 001; Joey Tianyi Zhou; Wei Wei 006; Cen Chen 002 (IEEE Commun. Stand. Mag., 2023)

Temporal Sentence Grounding in Videos: A Survey and Future Directions. - Hao Zhang 048; Aixin Sun; Wei Jing; Joey Tianyi Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Retinal multi-lesion segmentation by reinforcing single-lesion guidance with multi-view learning. - Liyun Zhang; Zhiwen Fang; Ting Li; Yang Xiao 007; Joey Tianyi Zhou; Feng Yang 012 (Biomed. Signal Process. Control., 2023)

Active Simultaneously Transmitting and Reflecting (STAR)-RISs: Modeling and Analysis. - Jiaqi Xu; Jiakuo Zuo; Joey Tianyi Zhou; Yuanwei Liu (IEEE Commun. Lett., 2023)

Toward Communication-Efficient Digital Twin via AI-Powered Transmission and Reconstruction. - Mi Li; Cen Chen 002; Xulei Yang; Joey Tianyi Zhou; Tao Zhang 019; Yangfan Li (IEEE J. Sel. Areas Commun., 2023)

DifFormer: Multi-Resolutional Differencing Transformer With Dynamic Ranging for Time Series Analysis. - Bing Li 002; Wei Cui 002; Le Zhang 001; Ce Zhu; Wei Wang 011; Ivor W. Tsang; Joey Tianyi Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Accelerating Attention Mechanism on FPGAs based on Efficient Reconfigurable Systolic Array. - Wenhua Ye; Xu Zhou 001; Joey Zhou; Cen Chen 002; Kenli Li 001 (ACM Trans. Embed. Comput. Syst., 2023)

TC-SEPM: Characterizing soft error resilience of CNNs on Tensor Cores from program and microarchitecture perspectives. - Xiaohui Wei 002; Changbao Zhou; Hengshan Yue; Joey Tianyi Zhou (J. Syst. Archit., 2023)

PointCVaR: Risk-Optimized Outlier Removal for Robust 3D Point Cloud Classification. - Xinke Li; Junchi Lu; Henghui Ding; Changsheng Sun; Joey Tianyi Zhou; Yeow Meng Chee (AAAI, 2024)

Noisy-Correspondence Learning for Text-to-Image Person Re-Identification. - Yang Qin; Yingke Chen; Dezhong Peng; Xi Peng 001; Joey Tianyi Zhou; Peng Hu 002 (CVPR, 2024)

Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning. - Xin Zhang 092; Jiawei Du; Yunsong Li 001; Weiying Xie; Joey Tianyi Zhou (CVPR, 2024)

STSP: Spatial-Temporal Subspace Projection for Video Class-Incremental Learning. - Hao Cheng 016; Siyuan Yang 001; Chong Wang 011; Joey Tianyi Zhou; Alex C. Kot; Bihan Wen (ECCV (28), 2024)

Direct Distillation Between Different Domains. - Jialiang Tang; Shuo Chen 003; Gang Niu 001; Hongyuan Zhu; Joey Tianyi Zhou; Chen Gong 002; Masashi Sugiyama (ECCV (80), 2024)

CrossGLG: LLM Guides One-Shot Skeleton-Based 3D Action Recognition in a Cross-Level Manner. - Tingbing Yan; Wenzheng Zeng; Yang Xiao 007; Xingyu Tong 002; Bo Tan; Zhiwen Fang; Zhiguo Cao 001; Joey Tianyi Zhou (ECCV (20), 2024)

VPL: Visual Proxy Learning Framework for Zero-Shot Medical Image Diagnosis. - Jiaxiang Liu; Tianxiang Hu; Huimin Xiong; Jiawei Du; Yang Feng 011; Jian Wu 001; Joey Zhou; Zuozhu Liu (EMNLP (Findings), 2024)

MedCoT: Medical Chain of Thought via Hierarchical Expert. - Jiaxiang Liu; Yuan Wang; Jiawei Du; Joey Zhou; Zuozhu Liu (EMNLP, 2024)

Shortcuts Arising from Contrast: Towards Effective and Lightweight Clean-Label Attacks in Prompt-Based Learning. - Xiaopeng Xie; Ming Yan 007; Xiwen Zhou; Chenlong Zhao; Suli Wang; Yong Zhang; Joey Zhou (EMNLP, 2024)

Video-Text Prompting for Weakly Supervised Spatio-Temporal Video Grounding. - Heng Zhao 004; Yinjie Zhao; Bihan Wen; Yew-Soon Ong; Joey Zhou (EMNLP, 2024)

Multisize Dataset Condensation. - Yang He 002; Lingao Xiao; Joey Tianyi Zhou; Ivor W. Tsang (ICLR, 2024)

Data-independent Module-aware Pruning for Hierarchical Vision Transformers. - Yang He 002; Joey Tianyi Zhou (ICLR, 2024)

FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data. - Zikai Xiao; Zihan Chen 001; Liyinglan Liu; Yang Feng 011; Joey Tianyi Zhou; Jian Wu 001; Wanlu Liu; Howard Hao Yang; Zuozhu Liu (ICLR, 2024)

Sentiment Confidence Separation: A Trust-Optimized Framework for Multimodal Sentiment Classification. - Zemin Tang; Min Shi; Zhibang Yang; Xu Zhou 001; Cen Chen 001; Joey Tianyi Zhou (ICME, 2024)

Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance Detection. - Kairui Hu; Ming Yan 007; Wen Haw Chong; Yong Keong Yap; Cuntai Guan; Joey Tianyi Zhou; Ivor W. Tsang (IJCNN, 2024)

Evolution-aware VAriance (EVA) Coreset Selection for Medical Image Classification. - Yuxin Hong; Xiao Zhang 006; Xin Zhang 092; Joey Tianyi Zhou (ACM Multimedia, 2024)

Diversity-Driven Synthesis: Enhancing Dataset Distillation through Directed Weight Adjustment. - Jiawei Du; Xin Zhang 092; Juncheng Hu; Wenxin Huang; Joey Tianyi Zhou (NeurIPS, 2024)

The Best of Both Worlds: On the Dilemma of Out-of-distribution Detection. - Qingyang Zhang; Qiuxuan Feng; Joey Tianyi Zhou; Yatao Bian; Qinghua Hu; Changqing Zhang (NeurIPS, 2024)

Rethinking the Reliability of Post-hoc Calibration Methods Under Subpopulation Shift. - Yan Zhu; Huan Ma; Changqing Zhang; Bingzhe Wu; Huazhu Fu; Joey Tianyi Zhou; Qinghua Hu (PRICAI (2), 2024)

C2Net: content-dependent and -independent cross-attention network for anomaly detection in videos. - Jiafei Liang; Yang Xiao 007; Joey Tianyi Zhou; Feng Yang 012; Ting Li; Zhiwen Fang (Appl. Intell., 2024)

Collaborative Knowledge Infusion for Low-Resource Stance Detection. - Ming Yan 007; Joey Tianyi Zhou; Ivor W. Tsang (Big Data Min. Anal., 2024)

Divide and Conquer for Large Language Models Reasoning. - Zijie Meng; Yan Zhang 004; Zhaopeng Feng; Yang Feng 011; Gaoang Wang; Joey Tianyi Zhou; Jian Wu 001; Zuozhu Liu (CoRR, 2024)

A Concise but Effective Network for Image Guided Depth Completion in Autonomous Driving. - Moyun Liu; Youping Chen; Jingming Xie; Lei Yao; Yang Zhang 053; Joey Tianyi Zhou (CoRR, 2024)

Two Trades is not Baffled: Condensing Graph via Crafting Rational Gradient Matching. - Tianle Zhang; Yuchen Zhang; Kun Wang 056; Kai Wang 036; Beining Yang; Kaipeng Zhang; Wenqi Shao; Ping Liu 004; Joey Tianyi Zhou; Yang You 001 (CoRR, 2024)

Selective Learning: Towards Robust Calibration with Dynamic Regularization. - Zongbo Han; Yifeng Yang; Changqing Zhang; Linjun Zhang; Joey Tianyi Zhou; Qinghua Hu; Huaxiu Yao (CoRR, 2024)

Shortcuts Arising from Contrast: Effective and Covert Clean-Label Attacks in Prompt-Based Learning. - Xiaopeng Xie; Ming Yan 007; Xiwen Zhou; Chenlong Zhao; Suli Wang; Yong Zhang; Joey Tianyi Zhou (CoRR, 2024)

Evolving from Single-modal to Multi-modal Facial Deepfake Detection: A Survey. - Ping Liu 004; Qiqi Tao; Joey Tianyi Zhou (CoRR, 2024)

Editable Fairness: Fine-Grained Bias Mitigation in Language Models. - Ruizhe Chen; Yichen Li; Jianfei Yang; Joey Tianyi Zhou; Zuozhu Liu (CoRR, 2024)

Who Can Withstand Chat-Audio Attacks? An Evaluation Benchmark for Large Language Models. - Wanqi Yang; Yanda Li; Meng Fang; Yunchao Wei; Tianyi Zhou 007; Ling Chen 006 (CoRR, 2024)

Video Set Distillation: Information Diversification and Temporal Densification. - Yinjie Zhao; Heng Zhao 004; Bihan Wen; Yew-Soon Ong; Joey Tianyi Zhou (CoRR, 2024)

A principled framework for explainable multimodal disentanglement. - Zongbo Han; Tao Luo 014; Huazhu Fu; Qinghua Hu; Joey Tianyi Zhou; Changqing Zhang (Inf. Sci., 2024)

SAR: Sharpness-Aware minimization for enhancing DNNs' Robustness against bit-flip errors. - Changbao Zhou; Jiawei Du; Ming Yan 007; Hengshan Yue; Xiaohui Wei 002; Joey Tianyi Zhou (J. Syst. Archit., 2024)

A concise but high-performing network for image guided depth completion in autonomous driving. - Moyun Liu; Bing Chen; Youping Chen; Jingming Xie; Lei Yao; Yang Zhang 053; Joey Tianyi Zhou (Knowl. Based Syst., 2024)

Blessing few-shot segmentation via semi-supervised learning with noisy support images. - Runtong Zhang; Hongyuan Zhu; Hanwang Zhang; Chen Gong 002; Joey Tianyi Zhou; Fanman Meng (Pattern Recognit., 2024)

Learning Student Network Under Universal Label Noise. - Jialiang Tang; Ning Jiang 002; Hongyuan Zhu; Joey Tianyi Zhou; Chen Gong 002 (IEEE Trans. Image Process., 2024)

EDCompress: Energy-Aware Model Compression for Dataflows. - Zhehui Wang; Tao Luo 014; Rick Siow Mong Goh; Joey Tianyi Zhou (IEEE Trans. Neural Networks Learn. Syst., 2024)

Multi-View Interactive Representations for Multimodal Sentiment Analysis. - Zemin Tang; Qi Xiao; Yunchuan Qin; Xu Zhou 001; Joey Tianyi Zhou; Kenli Li 001 (IEEE Trans. Consumer Electron., 2024)

RCT: Resource Constrained Training for Edge AI. - Tian Huang; Tao Luo 014; Ming Yan 007; Joey Tianyi Zhou; Rick Siow Mong Goh (IEEE Trans. Neural Networks Learn. Syst., 2024)

Word2Pix: Word to Pixel Cross-Attention Transformer in Visual Grounding. - Heng Zhao 004; Joey Tianyi Zhou; Yew-Soon Ong (IEEE Trans. Neural Networks Learn. Syst., 2024)

TaiChiNet: Negative-Positive Cross-Attention Network for Breast Lesion Segmentation in Ultrasound Images. - Jinting Wang; Jiafei Liang; Yang Xiao 007; Joey Tianyi Zhou; Zhiwen Fang; Feng Yang 012 (IEEE J. Biomed. Health Informatics, 2024)

Efficient Spiking Neural Networks With Radix Encoding. - Zhehui Wang; Xiaozhe Gu; Rick Siow Mong Goh; Joey Tianyi Zhou; Tao Luo 014 (IEEE Trans. Neural Networks Learn. Syst., 2024)

GrapHAR: A Lightweight Human Activity Recognition Model by Exploring the Sub-Carrier Correlations. - Wei Meng 002; Zhicong Liu; Bing Li 002; Wei Cui 002; Joey Tianyi Zhou; Le Zhang 001 (IEEE Trans. Wirel. Commun., 2024)

GREnet: Gradually REcurrent Network With Curriculum Learning for 2-D Medical Image Segmentation. - Jinting Wang; Yujiao Tang; Yang Xiao 007; Joey Tianyi Zhou; Zhiwen Fang; Feng Yang 012 (IEEE Trans. Neural Networks Learn. Syst., 2024)

MENet: Multi-Modal Mapping Enhancement Network for 3D Object Detection in Autonomous Driving. - Moyun Liu; Youping Chen; Jingming Xie; Yijie Zhu; Yang Zhang 053; Lei Yao; Zhenshan Bing; Genghang Zhuang; Kai Huang 001; Joey Tianyi Zhou (IEEE Trans. Intell. Transp. Syst., 2024)

Deep negative correlation classification. - Le Zhang 001; Qibin Hou; Yun Liu 011; Jia-Wang Bian; Xun Xu 002; Joey Tianyi Zhou; Ce Zhu (Mach. Learn., 2024)

Guest Editorial Special Issue on Resource Sustainable Computational and Artificial Intelligence. - Joey Tianyi Zhou; Ivor W. Tsang; Yew Soon Ong (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

You Will Never Walk Alone: One-Shot 3D Action Recognition With Point Cloud Sequence. - Xingyu Tong 002; Yang Xiao 007; Bo Tan; Jianyu Yang 002; Zhiguo Cao 001; Joey Tianyi Zhou; Junsong Yuan 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Towards Better Unguided Depth Completion via Cross-Modality Knowledge Distillation in the Frequency Domain. - Moyun Liu; Bing Chen; Youping Chen; Jingming Xie; Lei Yao; Yang Zhang 053; Qin Hu 012; Jiawei Du; Joey Tianyi Zhou (IEEE Trans. Intell. Veh., 2024)

Democratizing Federated WiFi-Based Human Activity Recognition Using Hypothesis Transfer. - Bing Li 002; Wei Cui 002; Le Zhang 001; Qi Yang; Min Wu 008; Joey Tianyi Zhou (IEEE Trans. Mob. Comput., 2024)

Beyond Pattern Variance: Unsupervised 3-D Action Representation Learning With Point Cloud Sequence. - Bo Tan; Yang Xiao 007; Yancheng Wang; Shuai Li; Jianyu Yang 002; Zhiguo Cao 001; Joey Tianyi Zhou; Junsong Yuan 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

KPL: Training-Free Medical Knowledge Mining of Vision-Language Models. - Jiaxiang Liu; Tianxiang Hu; Jiawei Du; Ruiyuan Zhang; Joey Tianyi Zhou; Zuozhu Liu (AAAI, 2025)

Understanding Large Language Model Vulnerabilities to Social Bias Attacks. - Jiaxu Zhao 002; Meng Fang; Fanghua Ye 001; Ke Xu; Qin Zhang; Joey Tianyi Zhou; Mykola Pechenizkiy (ACL (1), 2025)

DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models. - Ruizhe Chen; Wenhao Chai; Zhifei Yang 004; Xiaotian Zhang; Ziyang Wang; Tony Q. S. Quek; Joey Tianyi Zhou; Soujanya Poria; Zuozhu Liu (ACL (1), 2025)

Learning with Noisy Triplet Correspondence for Composed Image Retrieval. - Shuxian Li; Changhao He; Xiting Liu; Joey Tianyi Zhou; Xi Peng 001; Peng Hu 002 (CVPR, 2025)

ProjAttacker: A Configurable Physical Adversarial Attack for Face Recognition via Projector. - Yuanwei Liu; Hui Wei 004; Chengyu Jia; Ruqi Xiao; Weijian Ruan; Xingxing Wei; Joey Tianyi Zhou; Zheng Wang 007 (CVPR, 2025)

Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator. - Xin Zhang 092; Jiawei Du; Ping Liu 004; Joey Tianyi Zhou (ICLR, 2025)

Identifying and Mitigating Social Bias Knowledge in Language Models. - Ruizhe Chen; Yichen Li; Jianfei Yang; Yang Feng 011; Joey Tianyi Zhou; Jian Wu 001; Zuozhu Liu (NAACL (Findings), 2025)

PVP: Polar Representation Boost for 3D Semantic Occupancy Prediction. - Yujing Xue; Jiaxiang Liu; Jiawei Du; Joey Tianyi Zhou (WACV, 2025)

MAENet: Boost image-guided point cloud completion more accurate and even. - Moyun Liu; Ziheng Yang; Bing Chen; Youping Chen; Jingming Xie; Lei Yao; Lap-Pui Chau; Jiawei Du; Joey Tianyi Zhou (Inf. Fusion, 2025)

Trustworthy Visual-Textual Retrieval. - Yang Qin; Lifu Huang; Dezhong Peng; Bohan Jiang; Joey Tianyi Zhou; Xi Peng 001; Peng Hu 002 (IEEE Trans. Image Process., 2025)

Correction to: Deep negative correlation classification. - Le Zhang 001; Qibin Hou; Yun Liu 011; Jia-Wang Bian; Xun Xu 002; Joey Tianyi Zhou; Ce Zhu (Mach. Learn., 2025)

L2A: Learning Affinity From Attention for Weakly Supervised Continual Semantic Segmentation. - Hao Liu 065; Yong Zhou 003; Bing Liu 016; Ming Yan 007; Joey Tianyi Zhou (IEEE Trans. Circuits Syst. Video Technol., 2025)

Rhythmer: Ranking-Based Skill Assessment With Rhythm-Aware Transformer. - Zhuang Luo; Yang Xiao 007; Feng Yang 012; Joey Tianyi Zhou; Zhiwen Fang (IEEE Trans. Circuits Syst. Video Technol., 2025)

Dark Distillation: Backdooring Distilled Datasets without Accessing Raw Data. - Ziyuan Yang; Ming Yan 007; Yi Zhang; Joey Tianyi Zhou (CoRR, 2025)

Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning. - Tian Xie; Zitian Gao; Qingnan Ren; Haoming Luo; Yuqian Hong; Bryan Dai; Joey Zhou; Kai Qiu; Zhirong Wu; Chong Luo (CoRR, 2025)

LLM Knows Geometry Better than Algebra: Numerical Understanding of LLM-Based Agents in A Trading Arena. - Tianmi Ma; Jiawei Du; Wenxin Huang; Wenjie Wang; Liang Xie; Xian Zhong; Joey Tianyi Zhou (CoRR, 2025)

Efficient Message Passing Algorithm and Architecture Co-Design for Graph Neural Networks. - Xiaofeng Zou; Cen Chen 002; Luochuan Zhang; Shengyang Li; Joey Tianyi Zhou; Wei Wei 006; Kenli Li 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

DiffPO: Diffusion-styled Preference Optimization for Efficient Inference-Time Alignment of Large Language Models. - Ruizhe Chen; Wenhao Chai; Zhifei Yang 004; Xiaotian Zhang; Joey Tianyi Zhou; Tony Q. S. Quek; Soujanya Poria; Zuozhu Liu (CoRR, 2025)

Learning to Be A Doctor: Searching for Effective Medical Agent Architectures. - Yangyang Zhuang; Wenjia Jiang; Jiayu Zhang; Ze Yang; Joey Tianyi Zhou; Chi Zhang (CoRR, 2025)

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. - Kun Wang 056; Guibin Zhang; Zhenhong Zhou; Jiahao Wu; Miao Yu; Shiqian Zhao; Chenlong Yin; Jinhu Fu; Yibo Yan; Hanjun Luo; Liang Lin; Zhihao Xu; et al. (CoRR, 2025)

FLASH: Latent-Aware Semi-Autoregressive Speculative Decoding for Multimodal Tasks. - Zihua Wang; Ruibo Li; Haozhe Du; Joey Tianyi Zhou; Yu Zhang 004; Xu Yang 021 (CoRR, 2025)

DD-Ranking: Rethinking the Evaluation of Dataset Distillation. - Zekai Li; Xinhao Zhong; Samir Khaki; Zhiyuan Liang; Yuhao Zhou; Mingjia Shi; Ziqiao Wang; Xuanlei Zhao; Wangbo Zhao; Ziheng Qin; Mengxuan Wu; Pengfei Zhou; et al. (CoRR, 2025)

Beyond Modality Collapse: Representations Blending for Multimodal Dataset Distillation. - Xin Zhang 092; Ziruo Zhang; Jiawei Du; Zuozhu Liu; Joey Tianyi Zhou (CoRR, 2025)

Rethinking Agent Design: From Top-Down Workflows to Bottom-Up Skill Evolution. - Jiawei Du; Jinlong Wu; Yuzheng Chen; Yucheng Hu; Bing Li 002; Joey Tianyi Zhou (CoRR, 2025)

One-shot Entropy Minimization. - Zitian Gao; Lynx Chen; Joey Zhou; Bryan Dai (CoRR, 2025)

Language-Guided 3-D Action Feature Learning Without Ground-Truth Sample Class Label. - Bo Tan; Yang Xiao 007; Shuai Li; Xingyu Tong 002; Tingbing Yan; Zhiguo Cao 001; Joey Tianyi Zhou (IEEE Trans. Neural Networks Learn. Syst., 2025)

Dynamic-Aware Video Distillation: Optimizing Temporal Resolution Based on Video Semantics. - Yinjie Zhao; Heng Zhao 004; Bihan Wen; Yew-Soon Ong; Joey Tianyi Zhou (CoRR, 2025)

Modelship Attribution: Tracing Multi-Stage Manipulations Across Generative Models. - Zhiya Tan; Xin Zhang 092; Joey Tianyi Zhou (CoRR, 2025)

On the development of an AI performance and behavioural measures for teaching and classroom management. - Andreea I. Niculescu; Jochen Ehnen; Chen Yi; Du Jiawei; Tay Chiat Pin; Joey Tianyi Zhou; Vigneshwaran Subbaraju; Teh Kah Kuan; Tran Huy Dat; John Komar; Gi Soong Chee; Kenneth Kwok (CoRR, 2025)

DDL: A Dataset for Interpretable Deepfake Detection and Localization in Real-World Scenarios. - Changtao Miao; Yi Zhang; Weize Gao; Man Luo; Weiwei Feng; Zhiya Tan; Jianshu Li; Ajian Liu 001; Yunfeng Diao; Qi Chu 001; Tao Gong; Zhe Li; et al. (CoRR, 2025)

Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance. - Yuchu Jiang; Jian Zhao; Yuchen Yuan; Tianle Zhang; Yao Huang; Yanghao Zhang; Yan Wang; Yanshu Li; Xizhong Guo; Yusheng Zhao; Jun Zhang; Zhi Zhang; et al. (CoRR, 2025)

AEGIS: Authenticity Evaluation Benchmark for AI-Generated Video Sequences. - Jieyu Li; Xin Zhang 092; Joey Tianyi Zhou (CoRR, 2025)

Semantic Energy: Detecting LLM Hallucination Beyond Entropy. - Huan Ma; Jiadong Pan; Jing Liu; Yan Chen; Joey Tianyi Zhou; Guangyu Wang; Qinghua Hu; Hua Wu 003; Changqing Zhang; Haifeng Wang 001 (CoRR, 2025)

STADe: Sensory Temporal Action Detection via Temporal-Spectral Representation Learning. - Bing Li 002; Haotian Duan; Yun Liu 011; Le Zhang 001; Wei Cui 002; Joey Tianyi Zhou (IEEE Trans. Pattern Anal. Mach. Intell., 2025)