Hongbo Deng
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
63
Venues
11
Active years
2007–2025
Best venue rank
A*
Where they publish
Papers
63 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CIKM | Audience-Aware and Self-Adaptive Multi-Interest Modeling for Sharing Rate Prediction in Affiliate Marketing. | Zhe Wang, Ziyu Guan, Yujian Cao, Yaming Yang, Rui Wang, Bin Tong, Wei Zhao, Hongbo Deng |
| 2025 | CIKM | Dynamic Network-Based Two-Stage Time Series Forecasting for Affiliate Marketing. | Zhe Wang, Yaming Yang, Ziyu Guan, Bin Tong, Rui Wang, Wei Zhao, Hongbo Deng |
| 2025 | WSDM | Gradient Deconfliction via Orthogonal Projections onto Subspaces For Multi-task Learning. | Shijie Zhu, Hui Zhao, Tianshu Wu, Pengjie Wang, Hongbo Deng, Jian Xu, Bo Zheng |
| 2024 | WSDM | Unified Visual Preference Learning for User Intent Understanding. | Yihua Wen, Si Chen, Yu Tian, Wanxian Guan, Pengjie Wang, Hongbo Deng, Jian Xu, Bo Zheng, Zihao Li, Lixin Zou, Chenliang Li |
| 2023 | CIKM | BOMGraph: Boosting Multi-scenario E-commerce Search with a Unified Graph Neural Network. | Shuai Fan, Jinping Gou, Yang Li, Jiaxing Bai, Chen Lin, Wanxian Guan, Xubin Li, Hongbo Deng, Jian Xu, Bo Zheng |
| 2023 | KDD | Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model. | Xiang-Rong Sheng, Jingyue Gao, Yueyao Cheng, Siran Yang, Shuguang Han, Hongbo Deng, Yuning Jiang, Jian Xu, Bo Zheng |
| 2023 | KDD | E-commerce Search via Content Collaborative Graph Neural Network. | Guipeng Xv, Chen Lin, Wanxian Guan, Jinping Gou, Xubin Li, Hongbo Deng, Jian Xu, Bo Zheng |
| 2023 | SIGIR | Multi-Scenario Ranking with Adaptive Feature Learning. | Yu Tian, Bofang Li, Si Chen, Xubin Li, Hongbo Deng, Jian Xu, Bo Zheng, Qian Wang, Chenliang Li |
| 2022 | CIKM | Approximate Nearest Neighbor Search under Neural Similarity Metric for Large-Scale Recommendation. | Rihan Chen, Bin Liu, Han Zhu, Yaoxuan Wang, Qi Li, Buting Ma, Qingbo Hua, Jun Jiang, Yunlong Xu, Hongbo Deng, Bo Zheng |
| 2022 | CIKM | STARDOM: Semantic Aware Deep Hierarchical Forecasting Model for Search Traffic Prediction. | Yucheng Lu, Qiang Ji, Liang Wang, Tianshu Wu, Hongbo Deng, Jian Xu, Bo Zheng |
| 2022 | CIKM | Visual Encoding and Debiasing for CTR Prediction. | Guipeng Xv, Si Chen, Chen Lin, Wanxian Guan, Xingyuan Bu, Xubin Li, Hongbo Deng, Jian Xu, Bo Zheng |
| 2022 | CIKM | Graph-based Weakly Supervised Framework for Semantic Relevance Learning in E-commerce. | Zhiyuan Zeng, Yuzhi Huang, Tianshu Wu, Hongbo Deng, Jian Xu, Bo Zheng |
| 2022 | CIKM | KEEP: An Industrial Pre-Training Framework for Online Recommendation via Knowledge Extraction and Plugging. | Yujing Zhang, Zhangming Chan, Shuhao Xu, Weijie Bian, Shuguang Han, Hongbo Deng, Bo Zheng |
| 2022 | CIKM | Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Models. | Zhao-Yu Zhang, Xiang-Rong Sheng, Yujing Zhang, Biye Jiang, Shuguang Han, Hongbo Deng, Bo Zheng |
| 2022 | KDD | EXTR: Click-Through Rate Prediction with Externalities in E-Commerce Sponsored Search. | Chi Chen, Hui Chen, Kangzhi Zhao, Junsheng Zhou, Li He, Hongbo Deng, Jian Xu, Bo Zheng, Yong Zhang, Chunxiao Xing |
| 2022 | KDD | Pretraining Representations of Multi-modal Multi-query E-commerce Search. | Xinyi Liu, Wanxian Guan, Lianyun Li, Hui Li, Chen Lin, Xubin Li, Si Chen, Jian Xu, Hongbo Deng, Bo Zheng |
| 2022 | KDD | Adversarial Gradient Driven Exploration for Deep Click-Through Rate Prediction. | Kailun Wu, Weijie Bian, Zhangming Chan, Lejian Ren, Shiming Xiang, Shuguang Han, Hongbo Deng, Bo Zheng |
| 2022 | WWW | KoMen: Domain Knowledge Guided Interaction Recommendation for Emerging Scenarios. | Yiqing Xie, Zhen Wang, Carl Yang, Yaliang Li, Bolin Ding, Hongbo Deng, Jiawei Han |
| 2022 | WWW | Comparative Explanations of Recommendations. | Aobo Yang, Nan Wang, Renqin Cai, Hongbo Deng, Hongning Wang |
| 2022 | SIGIR | Joint Optimization of Ad Ranking and Creative Selection. | Kaiyi Lin, Xiang Zhang, Feng Li, Pengjie Wang, Qingqing Long, Hongbo Deng, Jian Xu, Bo Zheng |
| 2022 | WSDM | CAN: Feature Co-Action Network for Click-Through Rate Prediction. | Weijie Bian, Kailun Wu, Lejian Ren, Qi Pi, Yujing Zhang, Can Xiao, Xiang-Rong Sheng, Yong-Nan Zhu, Zhangming Chan, Na Mou, Xinchen Luo, Shiming Xiang, Guorui Zhou, Xiaoqiang Zhu, Hongbo Deng |
| 2021 | CIKM | One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction. | Xiang-Rong Sheng, Liqin Zhao, Guorui Zhou, Xinyao Ding, Binding Dai, Qiang Luo, Siran Yang, Jingshan Lv, Chi Zhang, Hongbo Deng, Xiaoqiang Zhu |
| 2021 | WWW | FINN: Feedback Interactive Neural Network for Intent Recommendation. | Yatao Yang, Biyu Ma, Jun Tan, Hongbo Deng, Haikuan Huang, Zibin Zheng |
| 2021 | WWW | Learning a Product Relevance Model from Click-Through Data in E-Commerce. | Shaowei Yao, Jiwei Tan, Xi Chen, Keping Yang, Rong Xiao, Hongbo Deng, Xiaojun Wan |
| 2021 | SIGIR | Path-based Deep Network for Candidate Item Matching in Recommenders. | Houyi Li, Zhihong Chen, Chenliang Li, Rong Xiao, Hongbo Deng, Peng Zhang, Yongchao Liu, Haihong Tang |
| 2021 | WSDM | Heterogeneous Graph Augmented Multi-Scenario Sharing Recommendation with Tree-Guided Expert Networks. | Xichuan Niu, Bofang Li, Chenliang Li, Jun Tan, Rong Xiao, Hongbo Deng |
| 2021 | WSDM | Explanation as a Defense of Recommendation. | Aobo Yang, Nan Wang, Hongbo Deng, Hongning Wang |
| 2021 | WSDM | Modeling Across-Context Attention For Long-Tail Query Classification in E-commerce. | Junhao Zhang, Weidi Xu, Jianhui Ji, Xi Chen, Hongbo Deng, Keping Yang |
| 2020 | CIKM | Gated Heterogeneous Graph Representation Learning for Shop Search in E-commerce. | Xichuan Niu, Bofang Li, Chenliang Li, Rong Xiao, Haochuan Sun, Honggang Wang, Hongbo Deng, Zhenzhong Chen |
| 2020 | ICDE | Cross-Graph Convolution Learning for Large-Scale Text-Picture Shopping Guide in E-Commerce Search. | Tong Zhang, Baoliang Cui, Zhen Cui, Haikuan Huang, Jian Yang, Hongbo Deng, Bo Zheng |
| 2020 | IJCAI | AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search. | Daoyuan Chen, Yaliang Li, Minghui Qiu, Zhen Wang, Bofang Li, Bolin Ding, Hongbo Deng, Jun Huang, Wei Lin, Jingren Zhou |
| 2020 | KDD | A Dual Heterogeneous Graph Attention Network to Improve Long-Tail Performance for Shop Search in E-Commerce. | Xichuan Niu, Bofang Li, Chenliang Li, Rong Xiao, Haochuan Sun, Hongbo Deng, Zhenzhong Chen |
| 2020 | KDD | Learning to Generate Personalized Query Auto-Completions via a Multi-View Multi-Task Attentive Approach. | Di Yin, Jiwei Tan, Zhe Zhang, Hongbo Deng, Shujian Huang, Jiajun Chen |
| 2020 | SIGIR | ESAM: Discriminative Domain Adaptation with Non-Displayed Items to Improve Long-Tail Performance. | Zhihong Chen, Rong Xiao, Chenliang Li, Gangfeng Ye, Haochuan Sun, Hongbo Deng |
| 2020 | SIGIR | CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network. | Cheng Zhao, Chenliang Li, Rong Xiao, Hongbo Deng, Aixin Sun |
| 2019 | CIKM | An Active and Deep Semantic Matching Framework for Query Rewrite in E-Commercial Search Engine. | Yatao Yang, Jun Tan, Hongbo Deng, Zibin Zheng, Yutong Lu, Xiangke Liao |
| 2019 | IJCAI | Building Personalized Simulator for Interactive Search. | Qianlong Liu, Baoliang Cui, Zhongyu Wei, Baolin Peng, Haikuan Huang, Hongbo Deng, Jianye Hao, Xuanjing Huang, Kam-Fai Wong |
| 2019 | SIGIR | Multi-view Embedding-based Synonyms for Email Search. | Cheng Li, Mingyang Zhang, Michael Bendersky, Hongbo Deng, Donald Metzler, Marc Najork |
| 2019 | SIGIR | AliISA: Creating an Interactive Search Experience in E-commerce Platforms. | Fei Xiao, Zhen Wang, Haikuan Huang, Jun Huang, Xi Chen, Hongbo Deng, Minghui Qiu, Xiaoli Gong |
| 2017 | WWW | Exploring Query Auto-Completion and Click Logs for Contextual-Aware Web Search and Query Suggestion. | Liangda Li, Hongbo Deng, Anlei Dong, Yi Chang, Ricardo Baeza-Yates, Hongyuan Zha |
| 2017 | WSDM | Learning Parametric Models for Context-Aware Query Auto-Completion via Hawkes Processes. | Liangda Li, Hongbo Deng, Jianhui Chen, Yi Chang |
| 2016 | KDD | Ranking Relevance in Yahoo Search. | Dawei Yin, Yuening Hu, Jiliang Tang, Tim Daly Jr., Mianwei Zhou, Hua Ouyang, Jianhui Chen, Changsung Kang, Hongbo Deng, Chikashi Nobata, Jean-Marc Langlois, Yi Chang |
| 2016 | WWW | Behavior Driven Topic Transition for Search Task Identification. | Liangda Li, Hongbo Deng, Yunlong He, Anlei Dong, Yi Chang, Hongyuan Zha |
| 2016 | WWW | Towards Mobile Query Auto-Completion: An Efficient Mobile Application-Aware Approach. | Aston Zhang, Amit Goyal, Ricardo Baeza-Yates, Yi Chang, Jiawei Han, Carl A. Gunter, Hongbo Deng |
| 2016 | WSDM | Query Understanding for Search on All Devices at WSDM 2016. | Amit Goyal, Jianfeng Gao, Hongbo Deng, Yi Chang |
| 2015 | SIGIR | Analyzing User's Sequential Behavior in Query Auto-Completion via Markov Processes. | Liangda Li, Hongbo Deng, Anlei Dong, Yi Chang, Hongyuan Zha, Ricardo Baeza-Yates |
| 2015 | SIGIR | adaQAC: Adaptive Query Auto-Completion via Implicit Negative Feedback. | Aston Zhang, Amit Goyal, Weize Kong, Hongbo Deng, Anlei Dong, Yi Chang, Carl A. Gunter, Jiawei Han |
| 2014 | KDD | Identifying and labeling search tasks via query-based hawkes processes. | Liangda Li, Hongbo Deng, Anlei Dong, Yi Chang, Hongyuan Zha |
| 2014 | SIGIR | A two-dimensional click model for query auto-completion. | Yanen Li, Anlei Dong, Hongning Wang, Hongbo Deng, Yi Chang, ChengXiang Zhai |
| 2013 | SDM | Exploring and Inferring User-User Pseudo-Friendship for Sentiment Analysis with Heterogeneous Networks. | Hongbo Deng, Jiawei Han, Heng Ji, Hao Li, Yue Lu, Hongning Wang |
| 2012 | COLING | Tweet Ranking Based on Heterogeneous Networks. | Hongzhao Huang, Arkaitz Zubiaga, Heng Ji, Hongbo Deng, Dong Wang, Hieu Khac Le, Tarek F. Abdelzaher, Jiawei Han, Alice Leung, John P. Hancock, Clare R. Voss |
| 2012 | KDD | Towards social user profiling: unified and discriminative influence model for inferring home locations. | Rui Li, Shengjie Wang, Hongbo Deng, Rui Wang, Kevin Chen-Chuan Chang |
| 2011 | KDD | Probabilistic topic models with biased propagation on heterogeneous information networks. | Hongbo Deng, Jiawei Han, Bo Zhao, Yintao Yu, Cindy Xide Lin |
| 2011 | SIGIR | Collective topic modeling for heterogeneous networks. | Hongbo Deng, Bo Zhao, Jiawei Han |
| 2010 | CIKM | SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks. | Jianbin Huang, Heli Sun, Jiawei Han, Hongbo Deng, Yizhou Sun, Yaguang Liu |
| 2010 | ICDM | gSkeletonClu: Density-Based Network Clustering via Structure-Connected Tree Division or Agglomeration. | Heli Sun, Jianbin Huang, Jiawei Han, Hongbo Deng, Peixiang Zhao, Boqin Feng |
| 2009 | CIKM | Enhancing expertise retrieval using community-aware strategies. | Hongbo Deng, Irwin King, Michael R. Lyu |
| 2009 | CIKM | A social recommendation framework based on multi-scale continuous conditional random fields. | Xin Xin, Irwin King, Hongbo Deng, Michael R. Lyu |
| 2009 | KDD | A generalized Co-HITS algorithm and its application to bipartite graphs. | Hongbo Deng, Michael R. Lyu, Irwin King |
| 2009 | SIGIR | Entropy-biased models for query representation on the click graph. | Hongbo Deng, Irwin King, Michael R. Lyu |
| 2009 | WSDM | Effective latent space graph-based re-ranking model with global consistency. | Hongbo Deng, Michael R. Lyu, Irwin King |
| 2008 | ICDM | Formal Models for Expert Finding on DBLP Bibliography Data. | Hongbo Deng, Irwin King, Michael R. Lyu |
| 2007 | IJCNN | Two-stage Multi-class AdaBoost for Facial Expression Recognition. | Hongbo Deng, Jianke Zhu, Michael R. Lyu, Irwin King |