Kangkang Lu

21 papers A* 8A 3Journal 6Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Addressing graph heterogeneity and heterophily from a spectral perspective.
Neurocomputing
Kangkang Lu, Yanhua Yu, Ruopei Guo, Nan Cheng, Zhiyong Huang, Yunshan Ma, MeiYu Liang, Yuling Wang, Xiting Qin, Yimeng Ren, Tat-Seng Chua
2026 A* conf
From Chaos to Cure: A Prefix Heuristics Guided Model-Agnostic Adaptive Detoxification Framework.
AAAI
Yuhu Shang, Xiang Cheng, Yimeng Ren, Huijia Wu, Xuexiong Luo, Kangkang Lu, Jian Zhao, Zhaofeng He
2025 A* conf
Asymmetric Pre-aligned Anchor Contrastive Enhanced Diffusion Hashing Model for Incomplete Multimodal Retrieval.
ACM Multimedia
Yang Yu, MeiYu Liang, Wei Huang, Juncheng Zheng, Kangkang Lu, Yawen Li, Junping Du, Zhe Xue, Wu Liu
2025 J jnl
Can Large Language Models Improve Spectral Graph Neural Networks?
CoRR
Kangkang Lu, Yanhua Yu, Zhiyong Huang, Tat-Seng Chua
2025 A* conf
DeepMolTex: Deep Alignment of Molecular Graphs with Large Language Models via Mixture of Modality Experts.
ACM Multimedia
Mingliang Yan, Yanhua Yu, Ruochi Zhang, Zhiyuan Liu, Ruicheng Zhang, Yimeng Ren, Kangkang Lu, Zhiyong Huang, Feng Luo, Zhen Cai
2025 A* conf
Dynamic Self-adaptive Multiscale Distillation from Pre-trained Multimodal Large Model for Efficient Cross-modal Retrieval.
ACM Multimedia
Zhengyang Liang, MeiYu Liang, Wei Huang, Yawen Li, Wu Liu, Yingxia Shao, Kangkang Lu
2025 J jnl
ELMM: Efficient Lightweight Multimodal Large Language Models for Multimodal Knowledge Graph Completion.
CoRR
Wei Huang, Peining Li, MeiYu Liang, Xu Hou, Junping Du, Yingxia Shao, Guanhua Ye, Wu Liu, Kangkang Lu, Yang Yu
2025 A* conf
R2DQG: A Quality Meets Diversity Framework for Question Generation over Knowledge Bases.
IJCAI
Yimeng Ren, Yanhua Yu, Lizi Liao, Yuhu Shang, Kangkang Lu, Mingliang Yan
2024 J jnl
Addressing Heterogeneity and Heterophily in Graphs: A Heterogeneous Heterophilic Spectral Graph Neural Network.
CoRR
Kangkang Lu, Yanhua Yu, Zhiyong Huang, Jia Li, Yuling Wang, MeiYu Liang, Xiting Qin, Yimeng Ren, Tat-Seng Chua, Xidian Wang
2024 — conf
Adversary and Attention Guided Knowledge Graph Reasoning Based on Reinforcement Learning.
KSEM (5)
Yanhua Yu, Xiuxiu Cai, Ang Ma, Yimeng Ren, Shuai Zhen, Jie Li, Kangkang Lu, Zhiyong Huang, Tat-Seng Chua
2024 — conf
EE-LCE: An Event Extraction Framework Based on LLM-Generated CoT Explanation.
KSEM (1)
Yanhua Yu, Yuanlong Wang, Yunshan Ma, Jie Li, Kangkang Lu, Zhiyong Huang, Tat-Seng Chua
2024 A conf
Hop-based Heterogeneous Graph Transformer.
ECAI
Zixuan Yang, Xiao Wang, Yanhua Yu, Yuling Wang, Kangkang Lu, Zirui Guo, Xiting Qin, Yunshan Ma, Tat-Seng Chua
2024 A* conf
Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction.
AAAI
Kangkang Lu, Yanhua Yu, Hao Fei, Xuan Li, Zixuan Yang, Zirui Guo, MeiYu Liang, Mengran Yin, Tat-Seng Chua
2024 J jnl
Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction.
CoRR
Kangkang Lu, Yanhua Yu, Hao Fei, Xuan Li, Zixuan Yang, Zirui Guo, MeiYu Liang, Mengran Yin, Tat-Seng Chua
2024 A conf
Information-Controllable Graph Contrastive Learning for Recommendation.
RecSys
Zirui Guo, Yanhua Yu, Yuling Wang, Kangkang Lu, Zixuan Yang, Liang Pang, Tat-Seng Chua
2024 J jnl
Structures Aware Fine-Grained Contrastive Adversarial Hashing for Cross-Media Retrieval.
IEEE Trans. Knowl. Data Eng.
MeiYu Liang, Yawen Li, Yang Yu, Xiaowen Cao, Zhe Xue, Ang Li, Kangkang Lu
2024 A* conf
Unsupervised Multimodal Graph Contrastive Semantic Anchor Space Dynamic Knowledge Distillation Network for Cross-Media Hash Retrieval.
ICDE
Yang Yu, MeiYu Liang, Mengran Yin, Kangkang Lu, Junping Du, Zhe Xue
2023 A conf
Deep Unsupervised Momentum Contrastive Hashing for Cross-modal Retrieval.
ICME
Kangkang Lu, Yanhua Yu, MeiYu Liang, Min Zhang, Xiaowen Cao, Zehua Zhao, Mengran Yin, Zhe Xue
2023 — conf
Prior Knowledge Augmentation Network for Aspect-based Sentiment Analysis.
MLNLP
Min Feng, Yanhua Yu, Kangkang Lu, Zirui Guo, Xiuxiu Cai, Jie Li
2022 — conf
Adversarial Guided Gradient Estimation Hashing for Cross-modal Retrieval.
CCIS
Kangkang Lu, MeiYu Liang, Zhe Xue, Xiaowen Cao, Mengran Yin, Zehua Zhao
2022 A* conf
Semantic Structure Enhanced Contrastive Adversarial Hash Network for Cross-media Representation Learning.
ACM Multimedia
MeiYu Liang, Junping Du, Xiaowen Cao, Yang Yu, Kangkang Lu, Zhe Xue, Min Zhang