Heli Sun

87 papers A* 7A 1B 3C 1Misc 2Journal 67Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
FED-Bench: A Cross-Granular Benchmark for Disentangled Evaluation of Facial Expression Editing.
CoRR
Fengjian Xue, Xuecheng Wu, Heli Sun, Yunyun Shi, Shi Chen, Liangyu Fu, Jinheng Xie, Dingkang Yang, Hao Wang, Junxiao Xue, Liang He
2026 J jnl
MgSAN: Multi-Graph Semantic-Aware Adaptive Graph Convolutional Network for Fake News Detection.
IEEE Trans. Knowl. Data Eng.
Linlin Zhu, Liang He, Heli Sun, Qi Zhang
2026 J jnl
Self-supervised Graph Neural Sequential Recommendation with Disentangling Long and Short-Term Interest.
Trans. Recomm. Syst.
Liang He, Wujie Yan, Tingzhou Yi, Heli Sun
2026 J jnl
Text-Dominant Speech-Enhanced for Multimodal Aspect-Based Sentiment Analysis network.
Inf. Fusion
Xiaoyong Huang, Heli Sun, Xuechun Liu, Jiaruo Wu, Liang He
2025 A* conf
AVF-MAE++: Scaling Affective Video Facial Masked Autoencoders via Efficient Audio-Visual Self-Supervised Learning.
CVPR
Xuecheng Wu, Heli Sun, Yifan Wang, Jiayu Nie, Jie Zhang, Yabing Wang, Junxiao Xue, Liang He
2025 A* conf
Aspect Enhancement and Text Simplification in Multimodal Aspect-Based Sentiment Analysis for Multi-Aspect and Multi-Sentiment Scenarios.
AAAI
Linlin Zhu, Heli Sun, Qunshu Gao, Yuze Liu, Liang He
2025 J jnl
Contrastive deep graph clustering with hard boundary sample awareness.
Inf. Process. Manag.
Linlin Zhu, Heli Sun, Xiaoyong Huang, Pan Lou, Liang He
2025 J jnl
DARTs: A Dual-Path Robust Framework for Anomaly Detection in High-Dimensional Multivariate Time Series.
CoRR
Xuechun Liu, Heli Sun, Xuecheng Wu, Ruichen Cao, Yunyun Shi, Dingkang Yang, Haoran Li
2025 A* conf
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training.
ACM Multimedia
Xuecheng Wu, Heli Sun, Danlei Huang, Xinyi Yin, Yifan Wang, Hao Wang, Jia Zhang, Fei Wang, Peihao Guo, Suyu Xing, Junxiao Xue, Liang He
2025 J jnl
HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training.
CoRR
Xuecheng Wu, Danlei Huang, Heli Sun, Xinyi Yin, Yifan Wang, Hao Wang, Jia Zhang, Fei Wang, Peihao Guo, Suyu Xing, Junxiao Xue, Liang He
2025 A* conf
Sentiment-enhanced Multi-hop Connected Graph Attention Network for Multimodal Aspect-Based Sentiment Analysis.
IJCAI
Linlin Zhu, Heli Sun, Xiaoyong Huang, Qi Zhang, Ruichen Cao, Liang He
2025 B conf
Towards Emotion Analysis in Short-form Videos: A Large-Scale Dataset and Baseline.
ICMR
Xuecheng Wu, Heli Sun, Junxiao Xue, Jiayu Nie, Xiangyan Kong, Ruofan Zhai, Danlei Huang, Liang He
2024 A* conf
Joint Multimodal Aspect Sentiment Analysis with Aspect Enhancement and Syntactic Adaptive Learning.
IJCAI
Linlin Zhu, Heli Sun, Qunshu Gao, Tingzhou Yi, Liang He
2024 J jnl
Novel behavior-enhanced long- and short-term interest model for sequential recommendation.
Inf. Sci.
Xiaolong Jiang, Heli Sun, Liang He
2024 J jnl
Predicting Citywide Crowd Flows in Critical Areas Based on Dynamic Spatio-Temporal Network.
IEEE Trans. Emerg. Top. Comput. Intell.
Heli Sun, Ruirui Xue, Tingting Hu, Tengfei Pan, Liang He, Yuan Rao, Zhi Wang, Yingxue Wang, Yuan Chen, Hui He
2024 J jnl
Public Bike Scheduling Strategy Based on Demand Prediction for Unbalanced Life-Value Distribution.
IEEE Trans. Intell. Transp. Syst.
Heli Sun, Zunye Tang, Mengting Cao, Yu Wang, Zhou Yang, Haokun Xue, Ruirui Xue, Liang He, Hui Xiong
2024 J jnl
Semantic community query in a large-scale attributed graph based on an attribute cohesiveness optimization strategy.
Expert Syst. J. Knowl. Eng.
Jinhuan Ge, Heli Sun, Yezhi Lin, Liang He
2024 J jnl
Utilizing Large Language Models for Event Deconstruction to Enhance Multimodal Aspect-Based Sentiment Analysis.
CoRR
Xiaoyong Huang, Heli Sun, Qunshu Gao, Wenjie Huang, Ruichen Cao
2023 J jnl
Graph Neural Networks with Motisf-aware for Tenuous Subgraph Finding.
ACM Trans. Knowl. Discov. Data
Heli Sun, Miaomiao Sun, Xuechun Liu, Linlin Zhu, Liang He, Xiaolin Jia, Yuan Chen
2023 J jnl
KTPGN: Novel event-based group recommendation method considering implicit social trust and knowledge propagation.
Inf. Sci.
Xiaolong Jiang, Heli Sun, Yuan Chen, Liang He
2023 J jnl
Platform-Oriented Event Time Allocation.
IEEE Trans. Knowl. Data Eng.
Heli Sun, Ning Wang, Jingyu Jia, Jianbin Huang, Hui Xiong, Liang He, Xinwang Liu, Shan Zhang, Shaojie Qiao, Jizhong Zhao
2023 J jnl
What Your Next Check-in Might Look Like: Next Check-in Behavior Prediction.
ACM Trans. Intell. Syst. Technol.
Heli Sun, Chen Cao, Xuguang Chu, Tingting Hu, Junzhi Lu, Liang He, Zhi Wang, Hui He, Hui Xiong
2023 J jnl
eMotions: A Large-Scale Dataset for Emotion Recognition in Short Videos.
CoRR
Xuecheng Wu, Heli Sun, Junxiao Xue, Ruofan Zhai, Xiangyan Kong, Jiayu Nie, Liang He
2022 J jnl
A novel meta-graph-based attention model for event recommendation.
Neural Comput. Appl.
Xiaolong Jiang, Heli Sun, Bo Zhang, Liang He, Xiaolin Jia
2022 J jnl
Central Station-Based Demand Prediction for Determining Target Inventory in a Bike-Sharing System.
Comput. J.
Jianbin Huang, Heli Sun, He Li, Longji Huang, Ao Li, Xiangyu Wang
2022 J jnl
Graph Community Infomax.
ACM Trans. Knowl. Discov. Data
Heli Sun, Yang Li, Bing Lv, Wujie Yan, Liang He, Shaojie Qiao, Jianbin Huang
2022 J jnl
Graph Neural Networks with Motif-aware for Tenuous Subgraph Finding.
CoRR
Heli Sun, Miaomiao Sun, Liang He, Xiaolin Jia
2022 A* conf
Platform-Oriented Event Time Allocation(Extended Abstract).
ICDE
Heli Sun, Ning Wang, Jingyu Jia, Jianbin Huang, Hui Xiong, Liang He, Xinwang Liu, Shan Zhang, Shaojie Qiao, Jizhong Zhao
2022 J jnl
Predicting Future Locations with Semantic Trajectories.
ACM Trans. Intell. Syst. Technol.
Heli Sun, Xianglan Guo, Zhou Yang, Xuguang Chu, Xinwang Liu, Liang He
2022 J jnl
Querying Tenuous Group in Attributed Networks.
Comput. J.
Yang Li, Heli Sun, Liang He, Jianbin Huang, Jiyin Chen, Hui He, Xiaolin Jia
2022 J jnl
Regional-based multi-module spatial-temporal networks predicting city-wide taxi pickup/dropoff demand from origin to destination.
Expert Syst. J. Knowl. Eng.
Zain Ul Abideen, Heli Sun, Zhou Yang, Hamza Fahim
2022 J jnl
Robust Traffic Speed Inference With Ensemble Learning.
IEEE Trans. Intell. Transp. Syst.
Zhou Yang, Heli Sun, Jianbin Huang, Liang He, Xiaolin Jia, Jizhong Zhao, Shaojie Qiao
2021 J jnl
A truss-based approach for densest homogeneous subgraph mining in node-attributed graphs.
Comput. Intell.
Heli Sun, Yawei Zhang, Xiaolin Jia, Pei Wang, Ruodan Huang, Jianbin Huang, Liang He, Zhongbin Sun
2021 J jnl
CFPS: Collaborative filtering based source projects selection for cross-project defect prediction.
Appl. Soft Comput.
Zhongbin Sun, Junqi Li, Heli Sun, Liang He
2021 J jnl
CMG2Vec: A composite meta-graph based heterogeneous information network embedding approach.
Knowl. Based Syst.
Zhenghao Zhang, Jianbin Huang, Qinglin Tan, Heli Sun, Yu Zhou
2021 J jnl
Distance dynamics based overlapping semantic community detection for node-attributed networks.
Comput. Intell.
Heli Sun, Xiaolin Jia, Ruodan Huang, Pei Wang, Chenyu Wang, Jianbin Huang
2021 J jnl
Dynamic Community Evolution Analysis Framework for Large-Scale Complex Networks Based on Strong and Weak Events.
IEEE Trans. Syst. Man Cybern. Syst.
Shaojie Qiao, Nan Han, Yunjun Gao, Rong-Hua Li, Jianbin Huang, Heli Sun, Xindong Wu
2021 J jnl
LPX: Overlapping community detection based on X-means and label propagation algorithm in attributed networks.
Comput. Intell.
Jinhuan Ge, Heli Sun, Chenhao Xue, Liang He, Xiaolin Jia, Hui He, Jiyin Chen
2020 J jnl
A personalized event-participant arrangement framework based on user interests in social network.
Comput. Networks
Heli Sun, Shan Zhang, Jianbin Huang, Liang He, Xiaolong Jiang, Zhangtian Duan
2020 J jnl
An Efficient Destination Prediction Approach Based on Future Trajectory Prediction and Transition Matrix Optimization.
IEEE Trans. Knowl. Data Eng.
Zhou Yang, Heli Sun, Jianbin Huang, Zhongbin Sun, Hui Xiong, Shaojie Qiao, Ziyu Guan, Xiaolin Jia
2020 J jnl
Collaborative filtering based recommendation of sampling methods for software defect prediction.
Appl. Soft Comput.
Zhongbin Sun, Jingqi Zhang, Heli Sun, Xiaoyan Zhu
2020 J jnl
Community search for multiple nodes on attribute graphs.
Knowl. Based Syst.
Heli Sun, Ruodan Huang, Xiaolin Jia, Liang He, Miaomiao Sun, Pei Wang, Zhongbin Sun, Jianbin Huang
2020 J jnl
Leader-aware community detection in complex networks.
Knowl. Inf. Syst.
Heli Sun, Hongxia Du, Jianbin Huang, Yang Li, Zhongbin Sun, Liang He, Xiaolin Jia, Zhongmeng Zhao
2020 J jnl
Network Embedding for Community Detection in Attributed Networks.
ACM Trans. Knowl. Discov. Data
Heli Sun, Fang He, Jianbin Huang, Yizhou Sun, Yang Li, Chenyu Wang, Liang He, Zhongbin Sun, Xiaolin Jia
2019 B conf
Central Station Based Demand Prediction in a Bike Sharing System.
MDM
Jianbin Huang, Xiangyu Wang, Heli Sun
2019 J jnl
Parameter-free Community Detection through Distance Dynamic Synchronization.
Comput. J.
Jianbin Huang, Qingquan Bian, Heli Sun, Yaming Yang, Yu Zhou
2019 J jnl
Recurrent Meta-Structure for Robust Similarity Measure in Heterogeneous Information Networks.
ACM Trans. Knowl. Discov. Data
Yu Zhou, Jianbin Huang, Heli Sun, Yizhou Sun, Shaojie Qiao, Stephen Manko Wambura
2018 J jnl
A Semantic-Rich Similarity Measure in Heterogeneous Information Networks.
CoRR
Yu Zhou, Jianbin Huang, Heli Sun
2018 J jnl
A semantic-rich similarity measure in heterogeneous information networks.
Knowl. Based Syst.
Yu Zhou, Jianbin Huang, He Li, Heli Sun, Yan Peng, Yueshen Xu
2018 J jnl
An empirical study of public data quality problems in cross project defect prediction.
CoRR
Zhongbin Sun, Junqi Li, Heli Sun
2018 J jnl
Corrigendum: A Team Formation Model with Personnel Work Hours and Project Workload Quantified.
Comput. J.
Jianbin Huang, Xiaojing Sun, Yu Zhou, Heli Sun
2018 J jnl
Detecting semantic-based communities in node-attributed graphs.
Comput. Intell.
Heli Sun, Hongxia Du, Jianbin Huang, Zhongbin Sun, Liang He, Xiaolin Jia, Zhongmeng Zhao
2017 B conf
A Balanced Assignment Mechanism for Online Taxi Recommendation.
MDM
Guang Dai, Jianbin Huang, Stephen Manko Wambura, Heli Sun
2017 — conf
A Centrality-Based Local-First Approach for Analyzing Overlapping Communities in Dynamic Networks.
PAKDD (2)
Ximan Chen, Heli Sun, Hongxia Du, Jianbin Huang, Ke Liu
2017 J jnl
A Novel Social Event Organization Approach for Diverse User Choices.
Comput. J.
Jianbin Huang, Yu Zhou, Xiaolin Jia, Heli Sun
2017 J jnl
A Team Formation Model with Personnel Work Hours and Project Workload Quantified.
Comput. J.
Jianbin Huang, Xiaojing Sun, Yu Zhou, Heli Sun
2017 J jnl
DMSS: A Robust Deep Meta Structure Based Similarity Measure in Heterogeneous Information Networks.
CoRR
Yu Zhou, Jianbin Huang, Heli Sun, Yizhou Sun, Hong Chong
2017 J jnl
Efficient Destination Prediction Based on Route Choices with Transition Matrix Optimization.
CoRR
Heli Sun, Zhou Yang, Jianbin Huang, Xiaolin Jia, Ziyu Guan, Zhongmeng Zhao
2017 J jnl
Forming Grouped Teams with Efficient Collaboration in Social Networks.
Comput. J.
Jianbin Huang, Ze Lv, Yu Zhou, He Li, Heli Sun, Xiaolin Jia
2017 J jnl
LinkLPA: A Link-Based Label Propagation Algorithm for Overlapping Community Detection in Networks.
Comput. Intell.
Heli Sun, Jiao Liu, Jianbin Huang, Guangtao Wang, Xiaolin Jia, Qinbao Song
2017 — conf
Mining Cohesive Clusters with Interpretations in Labeled Graphs.
PAKDD (2)
Hongxia Du, Heli Sun, Jianbin Huang, Zhongbin Sun, Liang He, Hong Cheng
2017 J jnl
On Nonredundant Cost-Constrained Team Formation.
Int. J. Data Warehous. Min.
Yu Zhou, Jianbin Huang, Heli Sun, Xiaolin Jia
2017 J jnl
On Participation Constrained Team Formation.
J. Comput. Sci. Technol.
Yu Zhou, Jianbin Huang, Xiaolin Jia, Heli Sun
2017 C conf
Predicting Bugs in Software Code Changes Using Isolation Forest.
QRS
Yueyang He, Xiaoyan Zhu, Guangtao Wang, Heli Sun, Yong Wang
2016 J jnl
A machine learning based software process model recommendation method.
J. Syst. Softw.
Qinbao Song, Xiaoyan Zhu, Guangtao Wang, Heli Sun, He Jiang, Chenhao Xue, Baowen Xu, Wei Song
2016 J jnl
Efficient k-edge connected component detection through an early merging and splitting strategy.
Knowl. Based Syst.
Heli Sun, Jianbin Huang, Yang Bai, Zhongmeng Zhao, Xiaolin Jia, Fang He, Yang Li
2016 — conf
Grouped Team Formation in Social Networks.
APWeb (2)
Ze Lv, Jianbin Huang, Yu Zhou, Heli Sun, Xiaolin Jia
2016 — conf
Profit Maximizing Route Recommendation for Vehicle Sharing Requests.
APWeb (2)
Zhiqiang Zhao, Jianbin Huang, Hua Gao, Heli Sun, Xiaolin Jia
2015 J jnl
A novel ensemble method for classifying imbalanced data.
Pattern Recognit.
Zhongbin Sun, Qinbao Song, Xiaoyan Zhu, Heli Sun, Baowen Xu, Yuming Zhou
2015 J jnl
An immune multi-objective optimization algorithm with differential evolution inspired recombination.
Appl. Soft Comput.
Yutao Qi, Zhanting Hou, Minglei Yin, Heli Sun, Jianbin Huang
2015 J jnl
Backward Path Growth for Efficient Mobile Sequential Recommendation.
IEEE Trans. Knowl. Data Eng.
Jianbin Huang, Xuejun Huangfu, Heli Sun, Hui Li, Peixiang Zhao, Hong Cheng, Qinbao Song
2015 J jnl
Label propagation based evolutionary clustering for detecting overlapping and non-overlapping communities in dynamic networks.
Knowl. Based Syst.
Ke Liu, Jianbin Huang, Heli Sun, Mengjie Wan, Yutao Qi, He Li
2015 J jnl
TripRec: An Efficient Approach for Trip Planning with Time Constraints.
Int. J. Data Warehous. Min.
Heli Sun, Jianbin Huang, Xinwei She, Zhou Yang, Jiao Liu, Jianhua Zou, Qinbao Song, Dong Wang
2014 J jnl
A Feature Subset Selection Algorithm Automatic Recommendation Method.
CoRR
Guangtao Wang, Qinbao Song, Heli Sun, Xueying Zhang, Baowen Xu, Yuming Zhou
2014 J jnl
IncOrder: Incremental density-based community detection in dynamic networks.
Knowl. Based Syst.
Heli Sun, Jianbin Huang, Xin Zhang, Jiao Liu, Dong Wang, Huailiang Liu, Jianhua Zou, Qinbao Song
2014 J jnl
Label Propagation with α-Degree Neighborhood Impact for Network Community Detection.
Comput. Intell. Neurosci.
Heli Sun, Jianbin Huang, Xiang Zhong, Ke Liu, Jianhua Zou, Qinbao Song
2013 J jnl
A Feature Subset Selection Algorithm Automatic Recommendation Method.
J. Artif. Intell. Res.
Guangtao Wang, Qinbao Song, Heli Sun, Xueying Zhang, Baowen Xu, Yuming Zhou
2013 J jnl
Backward Path Growth for Efficient Mobile Sequential Recommendation
CoRR
Jianbin Huang, Xuejun Huangfu, Heli Sun, Hong Cheng, Qinbao Song
2013 J jnl
ESC: An efficient synchronization-based clustering algorithm.
Knowl. Based Syst.
Jianbin Huang, Heli Sun, Jianmei Kang, Junjie Qi, Hongbo Deng, Qinbao Song
2013 J jnl
Revealing Density-Based Clustering Structure from the Core-Connected Tree of a Network.
IEEE Trans. Knowl. Data Eng.
Jianbin Huang, Heli Sun, Qinbao Song, Hongbo Deng, Jiawei Han
2011 J jnl
QoRank: A query-dependent ranking model using LSE-based weighted multiple hyperplanes aggregation for information retrieval.
Int. J. Intell. Syst.
Heli Sun, Jianbin Huang, Boqin Feng
2010 A conf
SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks.
CIKM
Jianbin Huang, Heli Sun, Jiawei Han, Hongbo Deng, Yizhou Sun, Yaguang Liu
2010 A* conf
gSkeletonClu: Density-Based Network Clustering via Structure-Connected Tree Division or Agglomeration.
ICDM
Heli Sun, Jianbin Huang, Jiawei Han, Hongbo Deng, Peixiang Zhao, Boqin Feng
2009 — conf
OrdRank: Learning to Rank with Ordered Multiple Hyperplanes.
Web Intelligence
Heli Sun, Jianbin Huang, Boqin Feng, Tao Li, Yingliang Zhao, Jun Liu
2008 — conf
A Reliable Web Service Implementation Approach for Large Commercial Applications.
ISECS
Jianbin Huang, Heli Sun
2008 Misc conf
Learning to rank with voted multiple hyperplanes for documents retrieval.
ISKE
Heli Sun, Boqin Feng, Jianbin Huang
2008 Misc conf
Lightly-supervised clustering using pairwise constraint propagation.
ISKE
Jianbin Huang, Heli Sun