Login / Signup
Kangkang Lu
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 22
Top Topics
Unlabeled Data
Spectral Graph
Human Activity Recognition
Supervised Learning
Top Venues
CoRR
Mach. Learn.
ICME
KSEM (5)
</>
Publications
</>
Meiyu Liang
,
Yawen Li
,
Yang Yu
,
Xiaowen Cao
,
Zhe Xue
,
Ang Li
,
Kangkang Lu
Structures Aware Fine-Grained Contrastive Adversarial Hashing for Cross-Media Retrieval.
IEEE Trans. Knowl. Data Eng.
36 (7) (2024)
Xun Xu
,
Jingyi Liao
,
Lile Cai
,
Manh Cuong Nguyen
,
Kangkang Lu
,
Wanyue Zhang
,
Yasin Yazici
,
Chuan Sheng Foo
Revisiting pretraining for semi-supervised learning in the low-label regime.
Neurocomputing
565 (2024)
Yanhua Yu
,
Xiuxiu Cai
,
Ang Ma
,
Yimeng Ren
,
Shuai Zhen
,
Jie Li
,
Kangkang Lu
,
Zhiyong Huang
,
Tat-Seng Chua
Adversary and Attention Guided Knowledge Graph Reasoning Based on Reinforcement Learning.
KSEM (5)
(2024)
Kangkang Lu
,
Yanhua Yu
,
Hao Fei
,
Xuan Li
,
Zixuan Yang
,
Zirui Guo
,
Meiyu Liang
,
Mengran Yin
,
Tat-Seng Chua
Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction.
CoRR
(2024)
Yanhua Yu
,
Yuanlong Wang
,
Yunshan Ma
,
Jie Li
,
Kangkang Lu
,
Zhiyong Huang
,
Tat-Seng Chua
EE-LCE: An Event Extraction Framework Based on LLM-Generated CoT Explanation.
KSEM (1)
(2024)
Kangkang Lu
,
Yanhua Yu
,
Hao Fei
,
Xuan Li
,
Zixuan Yang
,
Zirui Guo
,
Meiyu Liang
,
Mengran Yin
,
Tat-Seng Chua
Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction.
AAAI
(2024)
Yang Yu
,
Meiyu Liang
,
Mengran Yin
,
Kangkang Lu
,
Junping Du
,
Zhe Xue
Unsupervised Multimodal Graph Contrastive Semantic Anchor Space Dynamic Knowledge Distillation Network for Cross-Media Hash Retrieval.
ICDE
(2024)
Cuong Manh Nguyen
,
Arun Raja
,
Le Zhang
,
Xun Xu
,
Balagopal Unnikrishnan
,
Mohamed Ragab
,
Kangkang Lu
,
Chuan-Sheng Foo
Diverse and consistent multi-view networks for semi-supervised regression.
Mach. Learn.
112 (7) (2023)
Min Feng
,
Yanhua Yu
,
Kangkang Lu
,
Zirui Guo
,
Xiuxiu Cai
,
Jie Li
Prior Knowledge Augmentation Network for Aspect-based Sentiment Analysis.
MLNLP
(2023)
Kangkang Lu
,
Yanhua Yu
,
Meiyu Liang
,
Min Zhang
,
Xiaowen Cao
,
Zehua Zhao
,
Mengran Yin
,
Zhe Xue
Deep Unsupervised Momentum Contrastive Hashing for Cross-modal Retrieval.
ICME
(2023)
Kangkang Lu
,
Manh Cuong Nguyen
,
Xun Xu
,
Chuan Sheng Foo
On Adversarial Robustness of Audio Classifiers.
ICASSP
(2023)
Kangkang Lu
,
Meiyu Liang
,
Zhe Xue
,
Xiaowen Cao
,
Mengran Yin
,
Zehua Zhao
Adversarial Guided Gradient Estimation Hashing for Cross-modal Retrieval.
CCIS
(2022)
Xun Xu
,
Jingyi Liao
,
Lile Cai
,
Cuong Manh Nguyen
,
Kangkang Lu
,
Wanyue Zhang
,
Yasin Yazici
,
Chuan Sheng Foo
Revisiting Pretraining for Semi-Supervised Learning in the Low-Label Regime.
CoRR
(2022)
Xun Xu
,
Cuong Manh Nguyen
,
Yasin Yazici
,
Kangkang Lu
,
Hlaing Min
,
Chuan-Sheng Foo
SemiCurv: Semi-Supervised Curvilinear Structure Segmentation.
IEEE Trans. Image Process.
31 (2022)
MeiYu Liang
,
Junping Du
,
Xiaowen Cao
,
Yang Yu
,
Kangkang Lu
,
Zhe Xue
,
Min Zhang
Semantic Structure Enhanced Contrastive Adversarial Hash Network for Cross-media Representation Learning.
ACM Multimedia
(2022)
Xun Xu
,
Manh Cuong Nguyen
,
Yasin Yazici
,
Kangkang Lu
,
Hlaing Min
,
Chuan-Sheng Foo
SemiCurv: Semi-Supervised Curvilinear Structure Segmentation.
CoRR
(2022)
Kangkang Lu
,
Cuong Manh Nguyen
,
Xun Xu
,
Kiran Chari
,
Yu Jing Goh
,
Chuan-Sheng Foo
ARMOURED: Adversarially Robust MOdels using Unlabeled data by REgularizing Diversity.
ICLR
(2021)
Govind Narasimman
,
Kangkang Lu
,
Arun Raja
,
Chuan Sheng Foo
,
Mohamed M. Sabry Aly
,
Jie Lin
,
Vijay Chandrasekhar
A*HAR: A New Benchmark towards Semi-supervised learning for Class-imbalanced Human Activity Recognition.
CoRR
(2021)
Kangkang Lu
,
Chuan-Sheng Foo
,
Kah Kuan Teh
,
Huy Dat Tran
,
Vijay Ramaseshan Chandrasekhar
Semi-Supervised Audio Classification with Consistency-Based Regularization.
INTERSPEECH
(2019)
Yanling Tian
,
Yue Ma
,
Fujun Wang
,
Kangkang Lu
,
Xiaolu Zhao
,
Mingxuan Yang
,
Dawei Zhang
Control and Testing of a Serial-Parallel XYZ Precision Positioner with a Discrete-Time Sliding Model Controller.
ICIRA (2)
(2019)
Kangkang Lu
,
Ying Sun
,
Sim Heng Ong
Dual-Resolution U-Net: Building Extraction from Aerial Images.
ICPR
(2018)
Bohao Huang
,
Kangkang Lu
,
Nicolas Audebert
,
Andrew Khalel
,
Yuliya Tarabalka
,
Jordan M. Malof
,
Alexandre Boulch
,
Bertrand Le Saux
,
Leslie M. Collins
,
Kyle Bradbury
,
Sébastien Lefèvre
,
Motaz El-Saban
Large-Scale Semantic Classification: Outcome of the First Year of Inria Aerial Image Labeling Benchmark.
IGARSS
(2018)