Kunpeng Zhang

126 papers A* 34A 6B 1C 2Misc 1Journal 61Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
BALANCE: Interpretable breast cancer classification via dual-granularity attention with latent prototype alignment.
Expert Syst. Appl.
Jiati Cai, Yuxun Zhao, Haohan Zhang, Yuxin Tong, Junren Wang, Kunpeng Zhang, Fan Zhou, Jin Yin, Jing Jing
2026 A* conf
Beyond Graph Priors: A Co-Evolving Framework Under Uncertainty for Enterprise Resilience Assessment.
AAAI
Yanzhe Xie, Li Huang, Qiang Gao, Xueqin Chen, Fan Zhou, Kunpeng Zhang
2026 J jnl
COMMANDing anomalies: Continual video anomaly detection via dual-memory and temporal mamba modeling.
Neurocomputing
Yan Liu, Kaiju Li, Md Sabuj Khan, Jian Lang, Rongpei Hong, Kunpeng Zhang, Fan Zhou
2026 J jnl
Closing the training-sampling gap in conditional diffusion models for versatile image restoration.
Pattern Recognit.
Yue Lei, Jiati Cai, Wenxin Tai, Ting Zhong, Jin Yin, Kunpeng Zhang, Fan Zhou
2026 J jnl
Generalizing across non-stationary series via learning dynamic causal factors.
Pattern Recognit.
Weifeng Zhang, Yan Liu, Xovee Xu, Fan Zhou, Ting Zhong, Kunpeng Zhang
2026 J jnl
M-RAG: Making RAG Faster, Stronger, and More Efficient.
CoRR
Sun Xu, Tongkai Xu, Baiheng Xie, Li Huang, Qiang Gao, Kunpeng Zhang
2026 J jnl
Semantic duality in hypergraphs: Uncertainty-aware bipolar evidence aggregation for temporal knowledge graph reasoning.
Expert Syst. Appl.
Bin Chen, Yi Yang, Zhangtao Cheng, Xueting Liu, Yicheng Xin, Kunpeng Zhang, Fan Zhou
2025 J jnl
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability.
ACM Comput. Surv.
Chengtai Cao, Fan Zhou, Yurou Dai, Jianping Wang, Kunpeng Zhang
2025 Misc conf
Commonality Augmented Disentanglement for Multimodal Crowdfunding Success Prediction.
ICASSP
Jiayang Li, Xovee Xu, Yili Li, Ting Zhong, Kunpeng Zhang, Fan Zhou
2025 J jnl
Disentangling Inter- and Intra-Cascades Dynamics for Information Diffusion Prediction.
IEEE Trans. Knowl. Data Eng.
Zhangtao Cheng, Yang Liu, Ting Zhong, Kunpeng Zhang, Fan Zhou, Philip S. Yu
2025 J jnl
Extracting key insights from earnings call transcript via information-theoretic contrastive learning.
Inf. Process. Manag.
Yanlong Huang, Wenxin Tai, Fan Zhou, Qiang Gao, Ting Zhong, Kunpeng Zhang
2025 — conf
Generative Thinking, Corrective Action: User-Friendly Composed Image Retrieval via Automatic Multi-Agent Collaboration.
KDD (2)
Zhangtao Cheng, Yuhao Ma, Jian Lang, Kunpeng Zhang, Ting Zhong, Yong Wang, Fan Zhou
2025 J jnl
Help Me Screen: Analyzing and Predicting the Success of Start-ups in Dynamic Venture Capital Networks.
ACM Trans. Intell. Syst. Technol.
Shiwei Lyu, Xiaofeng Li, Suting Hong, Qing Ke, Jinjie Gu, Kunpeng Zhang, Haipeng Zhang
2025 A conf
Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs.
LAK
Changrong Xiao, Wenxing Ma, Qingping Song, Sean Xin Xu, Kunpeng Zhang, Yufang Wang, Qi Fu
2025 J jnl
LLM Agents as VC investors: Predicting Startup Success via RolePlay-Based Collective Simulation.
CoRR
Zhongyang Liu, Haoyu Pei, Xiangyi Xiao, Xiaocong Du, Yihui Li, Suting Hong, Kunpeng Zhang, Haipeng Zhang
2025 — conf
Progressive Dependency Representation Learning for Stock Ranking in Uncertain Risk Contrasting.
KDD (1)
Li Huang, Yanzhe Xie, Qiang Gao, Kunpeng Zhang, Guisong Liu, Xueqin Chen
2025 J jnl
Relational Stock Selection via Probabilistic State Space Learning.
IEEE Trans. Knowl. Data Eng.
Qiang Gao, Zhengxiang Liu, Li Huang, Kunpeng Zhang, Jun Wang, Guisong Liu
2025 J jnl
The Gaining Paths to Investment Success: Information-Driven LLM Graph Reasoning for Venture Capital Prediction.
CoRR
Haoyu Pei, Zhongyang Liu, Xiangyi Xiao, Xiaocong Du, Haipeng Zhang, Kunpeng Zhang, Suting Hong
2025 J jnl
Time to Stop? An Empirical Investigation on the Consequences of Canceling Monetary Incentives on a Digital Platform.
Inf. Syst. Res.
Dongcheng Zhang, Hanchen Jiang, Maoshan Qiang, Kunpeng Zhang, Liangfei Qiu
2024 — conf
Enhancing Dependency Dynamics in Traffic Flow Forecasting via Graph Risk Bootstrap.
SIGSPATIAL/GIS
Qiang Gao, Zizheng Wang, Li Huang, Goce Trajcevski, Kunpeng Zhang, Xueqin Chen
2024 — conf
Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial Research.
ICAIF
Xuewen Han, Neng Wang, Shangkun Che, Hongyang Yang, Kunpeng Zhang, Sean Xin Xu
2024 J jnl
Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial Research.
CoRR
Xuewen Han, Neng Wang, Shangkun Che, Hongyang Yang, Kunpeng Zhang, Sean Xin Xu
2024 A* conf
Explainable Earnings Call Representation Learning (Student Abstract).
AAAI
Yanlong Huang, Yue Lei, Wenxin Tai, Zhangtao Cheng, Ting Zhong, Kunpeng Zhang
2024 J jnl
From Automation to Augmentation: Large Language Models Elevating Essay Scoring Landscape.
CoRR
Changrong Xiao, Wenxing Ma, Sean Xin Xu, Kunpeng Zhang, Yufang Wang, Qi Fu
2024 J jnl
Inferring Real Mobility in Presence of Fake Check-ins Data.
ACM Trans. Intell. Syst. Technol.
Qiang Gao, Hongzhu Fu, Kunpeng Zhang, Goce Trajcevski, Xu Teng, Fan Zhou
2024 J jnl
Information Cascade Popularity Prediction via Probabilistic Diffusion.
IEEE Trans. Knowl. Data Eng.
Zhangtao Cheng, Fan Zhou, Xovee Xu, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Philip S. Yu
2024 A* conf
Predicting Micro-video Popularity via Multi-modal Retrieval Augmentation.
SIGIR
Ting Zhong, Jian Lang, Yifan Zhang, Zhangtao Cheng, Kunpeng Zhang, Fan Zhou
2024 J jnl
Relational Fusion-based Stock Selection with Neural Recursive Ordinary Differential Equation Networks.
Inf. Fusion
Qiang Gao, Xinzhu Zhou, Li Huang, Kunpeng Zhang, Siyuan Liu, Fan Zhou
2024 J jnl
Score-based Graph Learning for Urban Flow Prediction.
ACM Trans. Intell. Syst. Technol.
Pengyu Wang, Xucheng Luo, Wenxin Tai, Kunpeng Zhang, Goce Trajcevski, Fan Zhou
2024 A* conf
THGFormer: Time-Aware Hypergraph Learning for Multimodal Social Media Popularity Prediction (Student Abstract).
AAAI
Jienan Zhang, Jie Liu, Zhangtao Cheng, Xovee Xu, Fang Liu, Ting Zhong, Kunpeng Zhang
2024 J jnl
TM-OKC: An Unsupervised Topic Model for Text in Online Knowledge Communities.
MIS Q.
Dongcheng Zhang, Kunpeng Zhang, Yi Yang, David A. Schweidel
2023 J jnl
Adversarial Human Trajectory Learning for Trip Recommendation.
IEEE Trans. Neural Networks Learn. Syst.
Qiang Gao, Fan Zhou, Kunpeng Zhang, Fengli Zhang, Goce Trajcevski
2023 J jnl
CCGL: Contrastive Cascade Graph Learning.
IEEE Trans. Knowl. Data Eng.
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu
2023 J jnl
CasFlow: Exploring Hierarchical Structures and Propagation Uncertainty for Cascade Prediction.
IEEE Trans. Knowl. Data Eng.
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu, Goce Trajcevski
2023 J jnl
Counterfactual Graph Learning for Anomaly Detection on Attributed Networks.
IEEE Trans. Knowl. Data Eng.
Chunjing Xiao, Xovee Xu, Yue Lei, Kunpeng Zhang, Siyuan Liu, Fan Zhou
2023 A* conf
DyCVAE: Learning Dynamic Causal Factors for Non-stationary Series Domain Generalization (Student Abstract).
AAAI
Weifeng Zhang, Zhiyuan Wang, Kunpeng Zhang, Ting Zhong, Fan Zhou
2023 — conf
Evaluating Reading Comprehension Exercises Generated by LLMs: A Showcase of ChatGPT in Education Applications.
BEA@ACL
Changrong Xiao, Sean Xin Xu, Kunpeng Zhang, Yufang Wang, Lei Xia
2023 A* conf
Imputation-based Time-Series Anomaly Detection with Conditional Weight-Incremental Diffusion Models.
KDD
Chunjing Xiao, Zehua Gou, Wenxin Tai, Kunpeng Zhang, Fan Zhou
2023 C conf
IoT and Wearable Devices-Enhanced Information Provision of AR Glasses: A Multi-Modal Analysis in Aviation Industry.
ICIS
Xuewen Han, Ting Li, Sean Xin Xu, Zherui Yang, Zhitao Yin, Kunpeng Zhang
2023 A* conf
Learning Dynamic Temporal Relations with Continuous Graph for Multivariate Time Series Forecasting (Student Abstract).
AAAI
Zhiyuan Wang, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong
2023 A* conf
Less Is More: Volatility Forecasting with Contrastive Representation Learning (Student Abstract).
AAAI
Yanlong Huang, Wenxin Tai, Ting Zhong, Kunpeng Zhang
2023 J jnl
MetaGeo: A General Framework for Social User Geolocation Identification With Few-Shot Learning.
IEEE Trans. Neural Networks Learn. Syst.
Fan Zhou, Xiuxiu Qi, Kunpeng Zhang, Goce Trajcevski, Ting Zhong
2023 A* conf
Mobility Prediction via Sequential Trajectory Disentanglement (Student Abstract).
AAAI
Jinyu Hong, Fan Zhou, Qiang Gao, Ping Kuang, Kunpeng Zhang
2023 — conf
Multimodal Data Augmentation for Image Captioning using Diffusion Models.
LGM3A@MM
Changrong Xiao, Sean Xin Xu, Kunpeng Zhang
2023 J jnl
Multimodal Data Augmentation for Image Captioning using Diffusion Models.
CoRR
Changrong Xiao, Sean Xin Xu, Kunpeng Zhang
2023 J jnl
Semi-Supervised Anomaly Detection Via Neural Process.
IEEE Trans. Knowl. Data Eng.
Fan Zhou, Guanyu Wang, Kunpeng Zhang, Siyuan Liu, Ting Zhong
2023 — conf
Towards an Automatic Prompt Optimization Framework for AI Image Generation.
HCI (47)
Ling Fan, Harry Jiannan Wang, Kunpeng Zhang, Zilong Pei, Anjun Li
2023 J jnl
sDTM: A Supervised Bayesian Deep Topic Model for Text Analytics.
Inf. Syst. Res.
Yi Yang, Kunpeng Zhang, Yangyang Fan
2022 A* conf
A Probabilistic Framework for Land Deformation Prediction (Student Abstract).
AAAI
Rongfan Li, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong
2022 J jnl
A Survey of Information Cascade Analysis: Models, Predictions, and Recent Advances.
ACM Comput. Surv.
Fan Zhou, Xovee Xu, Goce Trajcevski, Kunpeng Zhang
2022 J jnl
Analyzing Firm Reports for Volatility Prediction: A Knowledge-Driven Text-Embedding Approach.
INFORMS J. Comput.
Yi Yang, Kunpeng Zhang, Yangyang Fan
2022 A* conf
CausalRD: A Causal View of Rumor Detection via Eliminating Popularity and Conformity Biases.
INFOCOM
Weifeng Zhang, Ting Zhong, Ce Li, Kunpeng Zhang, Fan Zhou
2022 A* conf
Dynamic Manifold Learning for Land Deformation Forecasting.
AAAI
Fan Zhou, Rongfan Li, Qiang Gao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong
2022 J jnl
Incorporating Interactive Facts for Stock Selection via Neural Recursive ODEs.
CoRR
Qiang Gao, Xinzhu Zhou, Kunpeng Zhang, Li Huang, Siyuan Liu, Fan Zhou
2022 A* conf
Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract).
AAAI
Zhiyuan Wang, Fan Zhou, Kunpeng Zhang, Yong Wang
2022 A* conf
Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract).
AAAI
Zhangtao Cheng, Ting Zhong, Kunpeng Zhang, Joojo Walker, Fan Zhou
2022 A* conf
PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model.
AAAI
Zhiyuan Wang, Xovee Xu, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fan Zhou
2022 J jnl
Risk Disclosure in Crowdfunding.
Inf. Syst. Res.
Keongtae Kim, Jooyoung Park, Yang Pan, Kunpeng Zhang, Xiaoquan (Michael) Zhang
2022 J jnl
Self-supervised representation learning for trip recommendation.
Knowl. Based Syst.
Qiang Gao, Wei Wang, Kunpeng Zhang, Xin Yang, Congcong Miao, Tianrui Li
2022 J jnl
Why does the president tweet this? Discovering reasons and contexts for politicians' tweets from news articles.
Inf. Process. Manag.
Ziyue Li, Hang Hu, He Wang, Luwei Cai, Haipeng Zhang, Kunpeng Zhang
2021 J jnl
CCGL: Contrastive Cascade Graph Learning.
CoRR
Xovee Xu, Fan Zhou, Kunpeng Zhang, Siyuan Liu
2021 — conf
Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization.
IEEE BigData
Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan, Zhe Wang
2021 J jnl
Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization.
CoRR
Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan, Zhe Wang
2021 J jnl
Graph Neural Network Based VC Investment Success Prediction.
CoRR
Shiwei Lyu, Shuai Ling, Kaihao Guo, Haipeng Zhang, Kunpeng Zhang, Suting Hong, Qing Ke, Jinjie Gu
2021 J jnl
Improving human mobility identification with trajectory augmentation.
GeoInformatica
Fan Zhou, Ruiyang Yin, Goce Trajcevski, Kunpeng Zhang, Jin Wu, Ashfaq Khokhar
2021 A* conf
Land Deformation Prediction via Slope-Aware Graph Neural Networks.
AAAI
Fan Zhou, Rongfan Li, Goce Trajcevski, Kunpeng Zhang
2021 J jnl
Measuring Brand Favorability Using Large-Scale Social Media Data.
Inf. Syst. Res.
Kunpeng Zhang, Wendy W. Moe
2021 J jnl
Self-supervised Representation Learning for Trip Recommendation.
CoRR
Qiang Gao, Wei Wang, Kunpeng Zhang, Xin Yang, Congcong Miao
2021 J jnl
Toward Discriminating and Synthesizing Motion Traces Using Deep Probabilistic Generative Models.
IEEE Trans. Neural Networks Learn. Syst.
Fan Zhou, Xin Liu, Kunpeng Zhang, Goce Trajcevski
2021 J jnl
Unifying Online and Offline Preference for Social Link Prediction.
INFORMS J. Comput.
Fan Zhou, Kunpeng Zhang, Bangying Wu, Yi Yang, Harry Jiannan Wang
2021 A conf
Vector-Quantized Autoencoder With Copula for Collaborative Filtering.
CIKM
Guanyu Wang, Ting Zhong, Xovee Xu, Kunpeng Zhang, Fan Zhou, Yong Wang
2020 J jnl
A Baseline Analysis for Podcast Abstractive Summarization.
CoRR
Chujie Zheng, Harry Jiannan Wang, Kunpeng Zhang, Ling Fan
2020 J jnl
A Heterogeneous Dynamical Graph Neural Networks Approach to Quantify Scientific Impact.
CoRR
Fan Zhou, Xovee Xu, Ce Li, Goce Trajcevski, Ting Zhong, Kunpeng Zhang
2020 J jnl
A Survey of Information Cascade Analysis: Models, Predictions and Recent Advances.
CoRR
Fan Zhou, Xovee Xu, Goce Trajcevski, Kunpeng Zhang
2020 — conf
A Two-Phase Approach for Abstractive Podcast Summarization.
TREC
Chujie Zheng, Harry Jiannan Wang, Kunpeng Zhang, Ling Fan
2020 J jnl
A Two-Phase Approach for Abstractive Podcast Summarization.
CoRR
Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan
2020 J jnl
Continual Graph Learning.
CoRR
Fan Zhou, Chengtai Cao, Ting Zhong, Kunpeng Zhang, Goce Trajcevski, Ji Geng
2020 A* conf
Enhancing Urban Flow Maps via Neural ODEs.
IJCAI
Fan Zhou, Liang Li, Ting Zhong, Goce Trajcevski, Kunpeng Zhang, Jiahao Wang
2020 A* conf
Fast Network Alignment via Graph Meta-Learning.
INFOCOM
Fan Zhou, Chengtai Cao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Ji Geng
2020 A* conf
Forecasting the Evolution of Hydropower Generation.
KDD
Fan Zhou, Liang Li, Kunpeng Zhang, Goce Trajcevski, Fuming Yao, Ying Huang, Ting Zhong, Jiahao Wang, Qiao Liu
2020 J jnl
Hybrid graph convolutional networks with multi-head attention for location recommendation.
World Wide Web
Ting Zhong, Shengming Zhang, Fan Zhou, Kunpeng Zhang, Goce Trajcevski, Jin Wu
2020 A* conf
Interpreting Twitter User Geolocation.
ACL
Ting Zhong, Tianliang Wang, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Yi Yang
2020 J jnl
Learning to Correlate Accounts Across Online Social Networks: An Embedding-Based Approach.
INFORMS J. Comput.
Fan Zhou, Kunpeng Zhang, Shuying Xie, Xucheng Luo
2020 J jnl
Recommendation via Collaborative Autoregressive Flows.
Neural Networks
Fan Zhou, Yuhua Mo, Goce Trajcevski, Kunpeng Zhang, Jin Wu, Ting Zhong
2020 J jnl
Reinforced Spatiotemporal Attentive Graph Neural Networks for Traffic Forecasting.
IEEE Internet Things J.
Fan Zhou, Qing Yang, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Ashfaq Khokhar
2020 J jnl
Semi-supervised Trajectory Understanding with POI Attention for End-to-End Trip Recommendation.
ACM Trans. Spatial Algorithms Syst.
Fan Zhou, Hantao Wu, Goce Trajcevski, Ashfaq Khokhar, Kunpeng Zhang
2020 J jnl
Session-based recommendation via flow-based deep generative networks and Bayesian inference.
Neurocomputing
Ting Zhong, Zijing Wen, Fan Zhou, Goce Trajcevski, Kunpeng Zhang
2020 J jnl
Topic-Aware Abstractive Text Summarization.
CoRR
Chujie Zheng, Kunpeng Zhang, Harry Jiannan Wang, Ling Fan
2020 A* conf
Variational Information Diffusion for Probabilistic Cascades Prediction.
INFOCOM
Fan Zhou, Xovee Xu, Kunpeng Zhang, Goce Trajcevski, Ting Zhong
2019 A* conf
Adversarial Point-of-Interest Recommendation.
WWW
Fan Zhou, Ruiyang Yin, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Jin Wu
2019 A* conf
Context-aware Variational Trajectory Encoding and Human Mobility Inference.
WWW
Fan Zhou, Xiaoli Yue, Goce Trajcevski, Ting Zhong, Kunpeng Zhang
2019 J jnl
DeepAttr: Inferring Demographic Attributes via Social Network Embedding.
IEEE Access
Xucheng Luo, Minrui Xie, Kunpeng Zhang, Fan Zhou, Ting Zhong
2019 — conf
DeepTrip: Adversarially Understanding Human Mobility for Trip Recommendation.
SIGSPATIAL/GIS
Qiang Gao, Goce Trajcevski, Fan Zhou, Kunpeng Zhang, Ting Zhong, Fengli Zhang
2019 A* conf
Disentangled Network Alignment with Matching Explainability.
INFOCOM
Fan Zhou, Zijing Wen, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fang Liu
2019 A* conf
Information Cascades Modeling via Deep Multi-Task Learning.
SIGIR
Xueqin Chen, Kunpeng Zhang, Fan Zhou, Goce Trajcevski, Ting Zhong, Fengli Zhang
2019 A* conf
Information Diffusion Prediction via Recurrent Cascades Convolution.
ICDE
Xueqin Chen, Fan Zhou, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Fengli Zhang
2019 A conf
Meta-GNN: On Few-shot Node Classification in Graph Meta-learning.
CIKM
Fan Zhou, Chengtai Cao, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Ji Geng
2019 J jnl
Meta-GNN: On Few-shot Node Classification in Graph Meta-learning.
CoRR
Fan Zhou, Chengtai Cao, Kunpeng Zhang, Goce Trajcevski, Ting Zhong, Ji Geng
2019 J jnl
Motion Based Inference of Social Circles via Self-Attention and Contextualized Embedding.
IEEE Access
Ting Zhong, Fang Liu, Fan Zhou, Goce Trajcevski, Kunpeng Zhang
2019 A* conf
Predicting Human Mobility via Variational Attention.
WWW
Qiang Gao, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fengli Zhang
2019 J jnl
Predicting Topic Participation by Jointly Learning User Intrinsic and Extrinsic Preference.
IEEE Access
Fan Zhou, Lei Liu, Kunpeng Zhang, Goce Trajcevski, Jin Wu
2019 A* conf
Variational Session-based Recommendation Using Normalizing Flows.
WWW
Fan Zhou, Zijing Wen, Kunpeng Zhang, Goce Trajcevski, Ting Zhong
2018 — conf
An Efficient Recommender System Using Locality Sensitive Hashing.
HICSS
Kunpeng Zhang, Shaokun Fan, Harry Jiannan Wang
2018 A* conf
DeepLink: A Deep Learning Approach for User Identity Linkage.
INFOCOM
Fan Zhou, Lei Liu, Kunpeng Zhang, Goce Trajcevski, Jin Wu, Ting Zhong
2018 A* conf
Trajectory-User Linking via Variational AutoEncoder.
IJCAI
Fan Zhou, Qiang Gao, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fengli Zhang
2018 — conf
Trajectory-based social circle inference.
SIGSPATIAL/GIS
Qiang Gao, Goce Trajcevski, Fan Zhou, Kunpeng Zhang, Ting Zhong, Fengli Zhang
2018 A conf
vec2Link: Unifying Heterogeneous Data for Social Link Prediction.
CIKM
Fan Zhou, Bangying Wu, Yi Yang, Goce Trajcevski, Kunpeng Zhang, Ting Zhong
2017 A* conf
Identifying Human Mobility via Trajectory Embeddings.
IJCAI
Qiang Gao, Fan Zhou, Kunpeng Zhang, Goce Trajcevski, Xucheng Luo, Fengli Zhang
2015 — conf
Reducing infrequent-token perplexity via variational corpora.
ACL (2)
Yusheng Xie, Pranjal Daga, Yu Cheng, Kunpeng Zhang, Ankit Agrawal, Alok N. Choudhary
2014 — conf
A Systematic Framework for Sentiment Identification by Modeling User Social Effects.
WI-IAT (1)
Kunpeng Zhang, Yi Yang, Aaron Sun, Hengchang Liu
2014 J jnl
Incorporating conditional random fields and active learning to improve sentiment identification.
Neural Networks
Kunpeng Zhang, Yusheng Xie, Yi Yang, Aaron Sun, Hengchang Liu, Alok N. Choudhary
2014 J jnl
MuSES: Multilingual Sentiment Elicitation System for Social Media Data.
IEEE Intell. Syst.
Yusheng Xie, Zhengzhang Chen, Kunpeng Zhang, Yu Cheng, Daniel Honbo, Ankit Agrawal, Alok N. Choudhary
2013 B conf
A probabilistic graphical model for brand reputation assessment in social networks.
ASONAM
Kunpeng Zhang, Doug Downey, Zhengzhang Chen, Yusheng Xie, Yu Cheng, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2013 — conf
Elver: Recommending Facebook pages in cold start situation without content features.
IEEE BigData
Yusheng Xie, Zhengzhang Chen, Kunpeng Zhang, Chen Jin, Yu Cheng, Ankit Agrawal, Alok N. Choudhary
2013 A* conf
Forecast Oriented Classification of Spatio-Temporal Extreme Events.
IJCAI
Zhengzhang Chen, Yusheng Xie, Yu Cheng, Kunpeng Zhang, Ankit Agrawal, Wei-keng Liao, Nagiza F. Samatova, Alok N. Choudhary
2013 A conf
Graphical Modeling of Macro Behavioral Targeting in Social Networks.
SDM
Ankit Agrawal, Zhengzhang Chen, Yu Cheng, Alok N. Choudhary, Haotian Liu, Md. Mostofa Ali Patwary, Yusheng Xie, Kunpeng Zhang
2012 — conf
CluChunk: clustering large scale user-generated content incorporating chunklet information.
BigMine
Yu Cheng, Yusheng Xie, Kunpeng Zhang, Ankit Agrawal, Alok N. Choudhary
2012 A conf
On active learning in hierarchical classification.
CIKM
Yu Cheng, Kunpeng Zhang, Yusheng Xie, Ankit Agrawal, Alok N. Choudhary
2012 — conf
Probabilistic macro behavioral targeting.
DUBMMSM
Yusheng Xie, Yu Cheng, Daniel Honbo, Kunpeng Zhang, Ankit Agrawal, Alok N. Choudhary, Yi Gao, Jiangtao Gou
2012 A* conf
Sentiment identification by incorporating syntax, semantics and context information.
SIGIR
Kunpeng Zhang, Yusheng Xie, Yu Cheng, Daniel Honbo, Doug Downey, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2012 A* conf
VOXSUP: a social engagement framework.
KDD
Yusheng Xie, Daniel Honbo, Alok N. Choudhary, Kunpeng Zhang, Yu Cheng, Ankit Agrawal
2011 — conf
Learning to Group Web Text Incorporating Prior Information.
ICDM Workshops
Yu Cheng, Kunpeng Zhang, Yusheng Xie, Ankit Agrawal, Wei-keng Liao, Alok N. Choudhary
2011 C conf
Mining millions of reviews: a technique to rank products based on importance of reviews.
ICEC
Kunpeng Zhang, Yu Cheng, Wei-keng Liao, Alok N. Choudhary
2011 — conf
SES: Sentiment Elicitation System for Social Media Data.
ICDM Workshops
Kunpeng Zhang, Yu Cheng, Yusheng Xie, Daniel Honbo, Ankit Agrawal, Diana Palsetia, Kathy Lee, Wei-keng Liao, Alok N. Choudhary
2010 — conf
High-End Analytics and Data Mining for Sustainable Competitive Advantage.
ICISTM
Alok N. Choudhary, Ramanathan Narayanan, Kunpeng Zhang
2010 — conf
Voice of the Customers: Mining Online Customer Reviews for Product Feature-based Ranking.
WOSN
Kunpeng Zhang, Ramanathan Narayanan, Alok N. Choudhary